Dr. Sethuraman “Panch” Panchanathan

ASU Knowledge Enterprise

Executive Vice President and Chief Research and Innovation Officer

Center for Cognitive Ubiquitous Computing (CUbiC)

Director

School of Computing Informatics, and Decision Systems Engineering (SCIDSE)

Professor

(480) 965–3699

Arizona State University
Tempe, AZ 85287–7205

Employment

  • Arizona State University
    2016 – present
    Executive Vice President and Chief Research and Innovation Officer
    Responsible for advancing research, entrepreneurship, innovation, clinical partnerships, corporate engagement, strategic partnerships, global and economic development.
  • Computing and Informatics
    2009 – present
    Foundation Chair Professor
  • Center for Cognitive Ubiquitous Computing
    2001 – present
    Founding Director
  • School of Computing, Informatics, and Decision Systems Engineering
    1997 – present
    Professor (Tenured)
  • Knowledge Enterprise Development
    2011 – 2015
    Senior Vice President and Chief Research and Innovation Officer
    Responsible for advancing research, entrepreneurship, innovation and economic development.
  • Office of Knowledge Enterprise Development
    2010 – 2011
    University Chief Research Officer
  • Health Outcomes @ ASU Initiative (now known as Health Solutions), Office of the Provost
    2009 – 2011
    Operational Leader
  • Office of Knowledge Enterprise Development
    2009 – 2010
    Deputy Vice President
  • School of Computing, Informatics and Decision Systems Engineering
    2006 – 2008
    Founding Director
  • School of Electrical, Computer and Energy Engineering
    2000 – 2010
    Affiliate Professor
  • Institute for Computing & Information Sciences and Engineering
    2003 – 2009
    Founding Director
  • Department of Biomedical Informatics
    2005 – 2007
    Founding Director
  • Department of Computer Science and Engineering
    2002 – 2006
    Chair
  • School of Arts, Media and Engineering Program
    2002 – 2006
    Associate Director
  • University of Arizona College of Medicine Phoenix Campus
    2005-2009
    Professor–Adjunct
  • Sai Institute for Higher Learning Puttaparthi, India
    1999 – Present
    Adjunct Professor
  • Department of Computer Science and Engineering, University of New South Wales, Sydney, Australia
    1998 – 2000
    Visiting Professor
  • MotionEase, Inc.
    2004 – 2009
    Co-Founder and President
  • RehabDev LLC.
    2014 – 2018
    Co-Founder
  • Visual Computing and Communications Laboratory, University of Ottawa
    1990 – 1997
    Founding Director
  • Department of Electrical and Computer Engineering, University of Ottawa
    1994 – 1997
    Associate Professor (Tenured)
    Joined as an Assistant Professor in 1989 and promoted to Associate Professor with tenure in 1994
  • Intelsoft, Madras, India
    1986
    Data Communication Engineer

Education

Appointments

  • National Science Board (NSB)
    2014-2020
    Member
    Advisory to the President and Congress on Science Policy as well as oversight of the National Science Foundation (NSF)
    • Chair, Committee on Strategy, 2016-2018.
    • Member, Committee on External Engagement, 2018-present.
    • Member, Committee on National S&E Policy, 2018-present.
    • Chair, NSB Retreat Planning Committee, 2019.
  • National Advisory Council on Innovation and Entrepreneurship (NACIE)
    2012-2016
    Member / appointed by U.S. Secretary of Commerce.
    Advisory to the Secretary on Advancing Innovation, Entrepreneurship, Workforce Development, Economic Development and Global Competitiveness.
  • Governor of Arizona for Science & Technology
    2018-present
    Senior Advisor to Governor of Arizona for Science & Technology
  • Advanced Technology Advisory Board, NIST, Department of Commerce
    2018-present
    Member
  • National Academy of Inventors (NAI)
    2017-present
    Vice President of Membership and Strategic Initiatives 
  • Council on Research (CoR), Association of Public and Land-Grant Universities
    2016-2018
    Chair
  • Oak Ridge Associated Universities (ORAU) Board of Directors
    2017-present
    Member
  • APLU National Task Force on Managing Univ. Intellectual Property
    2016-2018
    Co-Chair
  • AZ Secretary of State Technology, Transparency and Commerce Council
    2010-2018
    Member
  • ASU Enterprise Partners, ASURE Board
    2014-present
    Member
  • ASU Enterprise Partners, SkySong Innovations Board
    2010-present
    Member
  • Teotihuacan Holdings, LLC.
    2014
    Vice President
  • Global University Associates, LLC.
    2014
    Vice President
  • ASU Research Park Board
    2001-present
    Member
  • ASU Leadership Committee/Council/Working Group
    2011-present
    Member
    • President’s Enterprise Planning and Budget Committee (annual
    • operating budget of $3.4 billion)
    • President’s Executive Committee (Executive Vice-Presidents and
    • Senior Vice-Presidents)
    • University Council
    • University Management Committee
    • President’s Working Group on Information Technology
    • President’s Working Group on Carbon Neutrality
    • President’s Working Group on Global Engagement
    • President’s Working Group on Medical Collaboration
    • Mayo-ASU Collaboration Steering Committee
  • Board of Trustees, Thunderbird School of Global Management
    2013-Present
    Member
  • ASU Foundation Trustees Solutions Committee
    2013-Present
    Member
  • Arizona Alzheimer’s Research Center Board of Directors
    2010-Present
    Member
  • Arizona Bioscience Roadmap Steering Committee
    2010-Present
    Member
  • U First Capital, University Advisory Board
    2016-Present
    Member
  • Future Tense (Slate Magazine) Advisory Board
    2016-Present
    Member
  • IEEE Multimedia Magazine Advisory Board
    2009-Present
    Member
  • National Academy of Inventors (NAI) Editorial Board
    2014-Present
    Member
  • Gilbert Mayor’s Advisory Council
    2018-present
    Member

Honors and Awards

(not an exhaustive list)

  • National Science Board (NSB)
    Member / Appointed by U.S. President
  • National Advisory Council on Innovation and Entrepreneurship (NACIE)
    Member / Appointed by U.S. Secretary of Commerce
  • Governor of Arizona for Science & Technology
    Senior Advisor to Governor
  • American Association for the Advancement of Science (AAAS)
    Fellow
  • National Academy of Inventors (NAI)
    Fellow
  • Canadian Academy of Engineering (CAE)
    Fellow
  • Institute of Electrical and Electronics Engineers (IEEE)
    Fellow
  • Society for Photo–Optical Instrumentation Engineers (SPIE)
    Fellow
  • Association for Computing Machinery (ACM)
    Senior Member
    2009–present
  • Governor’s Celebration of Innovation Awards
    Governor’s Innovator of the Year for Academia Award
    Information Technology Centric Assistive and Rehabilitative Environments (iCARE) for individuals who are blind and visually impaired, Center for Cognitive Ubiquitous Computing.
  • Institute of Electrical and Electronics Engineers (IEEE) Phoenix
    Outstanding Leadership and Professional Service Award
  • Phoenix Business Journal C-Suite Awards
    COO of the Year
  • Microsoft Imagine Cup
    Winner of Touch & Tablet Accessibility Award for iCARE Note-Taker Project, World Finals.
  • Microsoft Imagine Cup
    Winner of Software Design Category (winner in U.S. finals, runner-up in world finals) for iCARE Note-Taker Project.
  • Arizona State University
    Outstanding Doctoral Mentor
    In recognition of commitment to doctoral education and professional preparation of students.
  • IEEE Multimedia Magazine
    Editor–in–Chief
  • University of Ottawa
    Alumnus of the Year Award
  • Indian Institute of Technology, Madras, India
    Distinguished Alumnus Award
  • Computing and Informatics, Federation of Tamil Sangams of North America (FeTNA)
    Tamil American Pioneer (TAP) Award
  • U.S.-India Business Council (USIBC) Team
    Member
    President’s Executive Mission to India to advance research and economic development collaborations.
  • Arizona Governor Strategic Mission to Canada Team to advance academic and industry collaborations
    Member
  • Governor of Arizona e–Health Steering Committee
    Member
  • World Health Organization: Forum 8
    Invited Presenter
    “Understanding the Health Needs for People with Disabilities: Implications for Assistive Technologies Research”
  • AZ, Business Leaders
    Arizona Business Leader, Manufacturing and Technology Research Leader
  • Arizona State University
    Best Doctoral Thesis Award
    Ph.D. student Mrs. Rita Chattopadhyay in the School of Computing, Informatics and Decision System Engineering
  • Canadian Advanced Technology Association (CATA)
    Best Graduate Thesis Award
    Master’s Thesis student Mr. Eric Chan, Toronto
  • IEEE MultiMedia Magazine
    Best Department Article Award
    “Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications”
  • Medicine Meets Virtual Reality 16 Conference
    Best Paper Award
    Configurable Haptic Training System for Laparoscopy
  • Medicine Meets Virtual Reality 14 Conference
    Best Paper Award
    “Gesture-Based Hand Movement Analysis and Haptic Feedback for Surgical Training”
  • 24th ACM International Conference on Multimedia
    Best Demo Award
    “A Multimodal Gamified Platform for Real-time User Feedback in Sports Performance”
  • Outstanding Service and Contributions to the ASU Department of Computer Science and Engineering and the School of Computing and Informatics
    ASU Leadership Award
  • ASU Disability Resources for Students
    Academic Collaboration Award
    Outstanding contributions to improving the lives of individuals with disabilities through the iCARE Research Project
  • Arizona Technology Enterprises (AzTE), Inventor Recognition
    Honoree
  • Standards Council of Canada Committee for International Multimedia Standards, JBIG/JPEG/ MPEG/MHEG Standards
    Member

Scholarly Activities Summary

Publications Summary

  • 86
    Papers in Refereed Journals
  • 394
    Papers in Refereed Conference Proceedings
  • 20
    Chapters/Sections in Books
  • 4
    Book Reviews
  • 1
    Presentations/Demos
  • 9
    Technical Reports
  • 10
    Other Publications (Editor-in-Chief Message)

Grants Summary

  • $99,149,408
    Total Research Grants

Patents, Copyrights, IP Disclosures Summary

  • 4
    Patents Granted
    • Reconfigurable Processing
      10/544,894
      Issued: 10/2/2012
      Patent #: US
      8,281,297

      Dasu, Aravind
      Akoglu, Ali
      Sudarsanam, Arvind
      Panchanathan, Sethuraman
    • Face Classification Using Curvature–Based Multi–Scale Morphology
      10/349,371
      Issued: 10/17/2006
      Patent #: US
      7,123,783

      Panchanathan, Sethuraman
      Gargesha, Madhusudhana
    • Systems and methods for tracking objects in video sequences
      09/522,822
      Issued: 05/31/2005
      Patent #: US

      6,901,110
      Tsougarakis, Constantinos
      Panchanathan, Sethuraman
    • Coherent Evanescent Wave Imaging
      10/112,006
      Issued: 12/27/2005
      Patent# US

      6,980,716
      Booksh, Karl
      Diaz, Rodolfo
      Menedez, Jose
      Panchanathan, Sethuraman
      Tseng, Ampere
      Wagner, James
  • 3
    Patent Applications Filed
    • Adaptive Performance Goals and Feedback using Wearable Computers to Overcome Learned Non-Use in Stroke Survivors
      61/768,806
      McDaniel, Troy
      Panchanathan, Sethuraman
    • Adaptive Batch Mode Active Learning for Evolving a Classifier
      13/484,696
      Chakraborty, Shayok
      Balasubramanian, Vineeth Nallure
      Sethuraman Panchanathan
    • Active Batch Selection for Training a Data Classifier with Guaranteed Performance Bounds
      61/740,315
      Chakraborty, Shayok
      Balasubramanian, Vineeth Nallure
      Panchanathan, Sethuraman
      Ye, Jieping
  • 2
    Registered Copyrights
    • OASIS
      TXu1-366-205
      Kolhatkar, Atul
      Panchanathan, Sethuraman
      Candan, Kasim
      Goveas, Maria
      Li, Qing
      Han, Sangwoo
      Haas, Susan
      Hedgpeth Terri
    • Rate the Surgeons Collaborative SurgicalProficiency Rating Software and System
      Tx7-416-203
      Panchanathan, Sethuraman
      Kahol, Kanav
      Villanueva, Daniel
  • 25
    IP Disclosures Filed

Editorial and Conference Leadership Summary

  • 1
    Editor-in-Chief
  • 19
    Guest Editor of Special Issues
  • 10
    Editorial Board Member of Journals/Transactions
  • 8
    General Chair of International Symposiums/Conferences
  • 33
    Conference Program Chair
  • 34
    Keynote Speaker in International Conferences
  • 46
    Panel Organizer/Panel Member
  • 15
    Short Courses/Tutorials
  • 116
    Invited Position Paper/Invited Presentations/Invited Talks
  • 24
    Conference Organizing Committee
  • 15
    Special Session Organizer/Session Chair
  • 146
    Program Committee Member

Teaching and Mentoring Student Summary

  • 25
    Graduated Doctoral Students
  • 8
    Current Doctoral Students
  • 66
    Graduated Masters Students
  • 6
    Current Masters Students
  • 23
    Graduated Research Faculty/Postdoctoral Fellows
  • 1
    Current Research Faculty/Postdoctoral Fellows
  • 28
    Undergraduate Project/Thesis Students
  • 142
    Total Graduated
  • 15
    Total Current

Sample of Courses Taught

  • Undergraduate
    • Freshman: Introduction to ASU
    • Freshman: Introduction to Electrical and Computer Engineering
    • Sophomore: Digital Computer Organization
    • Junior: Analog and Digital Electronics II
    • Junior: Computer System Design
    • Senior: Computer Architecture and Parallel Processing
  • Graduate
    • Multimedia Information Systems
    • Image Processing and Communications
    • Parallel Processing
    • Digital Image Processing I
    • Digital Image Processing II – Video Processing
    • 2 to 3 (average) Independent Studies per year, 2000 – 2016

All courses (graduate and undergraduate) received consistently high evaluations in the areas of: teaching, course content, laboratory and projects, access for consultation, and enthusiasm and energy in delivering the course material. 

Professional Service Activities

National and International Service (not exhaustive list) 

  • Chair
    • Graduate Education and Research Evaluation Committee, University of Central Florida, 2016.
    • Council on Research (CoR) of the APLU, 2016–2018.
    • IEEE Computer Society IEEE Multimedia Editor-in-Chief Search Committee, 2012.
    • Intel-ASU-Motorola Embedded System Research Committee, 2001–2002.
  • Board of Directors
    • Oak Ridge Associated Universities (ORAU), 2018.
  • Executive Committee Member
    • PLuS Alliance, an education consortium between ASU, King’s College London and University of New South Wales, 2016–present.
  • Global Advisory Board Member
    • Nalanda 2.0, 2018–present.
  • Proposal Reviewer (1990–present)
    • National Science Foundation (NSF)
      Natural Sciences and Engineering Research Council of Canada (NSERC)
    • Australian Research Council
    • Hong Kong Research Council
    • Micro Research Program (University of California)
    • Council of Physical Sciences of the Netherlands Organization for 
    • Scientific Research
    • John Hopkins University Applied Physics Laboratory
    • Alzheimer’s Association
    • Qatar National Research Foundation
  • Co-Chair
    • Association of Public & Land-Grant Universities (APLU) National Task Force on Managing University Intellectual Property, 2016–2018.
    • Extreme Innovation Task Force, Global Federation of Competitiveness Councils, 2017–present.
  • Panel Member
    • Grant Review Committees, National Science Foundation (NSF), 2000–2014.
    • Natural Sciences and Engineering Research Council of Canada (NSERC), 2016
      • Site Visit Committee, Strategic Network in Smart Applications on Virtual Infrastructure, 2011.
      • Site Visit Committee, Strategic Network in Photonics, 2008.
  • Expert Evaluation Member
    • National University of Singapore, Review of the National Centre of Sensor-Enhanced Social Media (SeSaMe), 2015.
    • Networks of Centers of Excellence (NCE), 2014.
    • UBC Institute for Computing, Information and Cognitive Systems (ICICS), 2014.
    • Tomsk Polytechnic University Roadmap, at the International Board Meeting, Ministry of Education and Science of the Russian Federation, 2013.
  • Tenure and Promotion Evaluator
    • Massachusetts Institute of Technology
    • Columbia University
    • New York University
    • Penn State University
    • Baylor University
    • University of Alberta, Canada
    • University of New South Wales, Sydney, Australia
    • University of Texas at Arlington
    • Curtin University of Technology, Australia
    • Hong Kong University of Science and Technology
    • Sultan Qaboos University, Sultanate of Oman
    • Jordanian University on Science and Technology, Jordan
    • Indian Institute of Science, Bangalore
    • National University of Singapore
  • Member
    • National Science Board (NSB) – 2014-2020.
      • Chair, Committee on Strategy, 2016–2018.
      • Member, Committee on External Engagement, 2018–present.
      • Member, Committee on National S&E Policy, 2018–present.
      • Chair, NSB Retreat Planning Committee, 2019.
    • National Advisory Council on Innovation and Entrepreneurship (NACIE), appointed by U.S. Secretary of Commerce – Advisor to the Secretary on Advancing Innovation, Entrepreneurship, Workforce Development, Economic Development and Global Competitiveness, 2012–2016.
    • Advanced Technology Advisory Board, NIST, Department of Commerce, 2018–present.
    • IEEE Technical Committee on Multimedia Computing (TCMC) member, 2012–present.
    • IEEE Transactions on Multimedia Editor-in-Chief Search Committee, 2016.
    • National Science Foundation (NSF) Office of Integrative Activities (OIA) Director Search Committee, 2015.
    •  5th American Energy and Manufacturing Competitiveness (AEMC) Dialogue, University of California, Berkeley, 2014.
    • ACM Special Interest Group on Multimedia Steering Committee, 2011–2013.
    • National Science Board Expert Panel Review on Data Policies (NSF), 2011.
    • U.S.-India Business Council (USIBC) Team, President’s Executive Mission to India to advance Research and Economic Development Collaborations, 2010.
    • Arizona Governor’s Strategic Mission to Canada Team to Advance Academic and Industry Collaborations, 2008.
    • IEEE Circuits and Systems Society Fellow Evaluation Committee, 2008.
    • Design Team for the New Campus of the University of Arizona, College of Medicine Phoenix, in partnership with Arizona State University, 2004–2007.
    • IEEE Best Paper Award Selection Committee, Transactions on Circuits and Systems for Video Technology, 1998–2000.
    • IEEE Publications Board, 2006–2010.
    • Computing Research Association (CRA) Committee, 2004–2009.
    • Academic Council, International Institute of Information Technology, Pune, India, 2004–2009.
    • SPIE Committee on Information Technology, 2005.
    • SPIE Joint Committee of the Society of Photo–Optical Instrumentation Engineers (SPIE) and Optical Society of India (OSI), 1995–2000.
    • Standards Council of Canada Committee for International Multimedia Standards, JBIG/JPEG/ MPEG/MHEG Standards, 1992–1997.
    • External Expert, Invention Screening Committee, Communication Research Center (CRC), Ottawa, Canada, 1993–1997.
    • Canadian International Development Agency (CIDA) University Delegation to Jordan for evaluating the academic institutions and establishing collaborations, 1993.

State-Level Service (sampling of activities) 

  • Senior Advisor
    • To Governor of Arizona for Science & Technology, Governor, 2018-present. 
  • Panelist
    • City of Gilbert Mayor, Breakfast with our Business Leaders: A Community Conversation on Education, 2014.
  • Presenter
    • Tempe City Council Meeting, Driving Economic Impact in Our Community, 2016.
    • Ad Hoc International Trade and Commerce Committee, Global Partnerships, 2015.
    • Arizona State Senate Commerce Committee, 2013 and 2015.
    • Biomedical Informatics Updates and Status Report to the Governor, Arizona Commission for Medical Education and Research (ACMER), 2004–2007.

Academic Service Activities

University Level (sample of activities)

  • Chair
    • Dean of Fulton School of Engineering Search Committee
  • Co–Chair
    • University Planning Taskforce for the creation of the Department of Biomedical Informatics
  • Presenter
    • Arizona Board of Regents (ABOR)
    • President’s Advisory Council
    • President’s Club
    • Founders Retreat
    • Academic Chairs and Directors Committee
    • Presidential Prospects
    • Industry
    • Numerous distinguished university visitors
    • The University of Arizona College of Medicine Phoenix in partnership with Arizona State University, The Class of 2012 White Coat Ceremony
  • Member
    • ASU Provost Search Committee
    • Science Foundation Arizona (SFAz) Graduate Fellowship Committee
    • ASU Biosignatures Consortium Initiative Advisory Council
    • Provost’s Bisgrove Postdoctoral Scholars Inaugural Advisory Board
    • Provost’s Education Executive Working Group
    • Quintiles-ASU Joint Executive Steering Committee
    • College of Education Dean Search Committee
    • Downtown Phoenix Biomedical Campus Academic Advisory Committee
    • Interdisciplinary Schools Committee
    • Decision Theater Advisory Council
    • Honors Disciplinary Faculty Committee, The Barrett Honors College
    • Faculty Search Committee, Digital Media in the Arts Program
    • Provost Committee on Arizona Proposition 301–Information Technology Research
    • ASU Academic Senate
    • ASU Graduate School Scholarships Committee

College/School Level (sample of activities)

  • Chair
    • Search Committee for Associate Dean for Research
  • Member
    • Fulton International Program Committee
    • Search Committee for Electrical Engineering Faculty in Signal Processing
    • Electrical Engineering Chair Selection Committee
    • Faculty Teaching Personnel Committee
    • Dean’s Advisory Council on Computing
  • Invited Speaker
    • ASU Global Institute of Sustainability Board Meeting
    • Sun Devil 100
    • ASU-United States Air Force Science and Technology Workshop
    • ASU International Student Convocation
    • Graduate College Celebration of Excellence
    • Preparing Future Faculty Scholarship, Research, and Creative Activities
    • 50 Years of Engineering Alumni Reception
    • Dean’s Advisory Council Symposium
    • Motorola–ASU Technology Symposium

Community and Other Service Activities (sample of activities)

  • Co–Chair
    • Walk for Values Day, Tempe
    • Walk for Values Day, Phoenix
  • President
    • Sathya Sai Baba Organization, Region 9
  • Commence-ment Speaker
    • BASIS Charter School, Scottsdale
    • BASIS Charter School, Chandler
  • Advisor
    • Region 9 Sathya Sai Young Adult Program
  • Judge
    • Science Exhibition at the Ottawa Secondary School Board
    • What is Engineering? Competition at Henry Munro School
  • Chief Guest speaker
    • Swayamsevak Sangh USA Inc., honoring teachers and service to the community, Empowering Individuals for Societal Impact.
    • Arizona Tamil Sangam, Empowering Individuals for Societal Impact.
  • Organizer
    • Demos for Women in Science and Engineering Summer program
    • Demos for School Children (Ages 8-10) in Summer Camp
  • Member
    • 29th Hugh Downs Annual Science Dinner Group
    • Take Your Kids to College, ASU Sun Devil Stadium
    • Executive Advisory Council, MahaGanapati Temple of Arizona
    • Advisory Board, Heritage Scholarship Foundation

Editorial and Conference Leadership

  • Editor–in–Chief
    • IEEE Multimedia Magazine, 2006 – 2010.
  • Conference Program Chair
    • Applications of Digital Image Processing XXXVI, SPIE/Optics and Photonics Symposium on Optical Engineering + Applications, 2013.
    • The 2011 IEEE International Conference on Multimedia and Expo, 2011.
    • The International Symposium on Haptic Audio-Visual Environments and Games, 2010.
    • The IEEE International Workshop on Robotic and Sensors Environments, 2010.
    • The 13th IASTED International Conference on Internet and Multimedia Systems and Applications, 2009.
    • Third International Conference on Body Area Networks, 2008.
    • Embedded Processors for Multimedia and Communication, 2005.
    • Internet Multimedia Management Systems, 2004.
    • Workshop on Media and Signal Processors for Embedded Systems and SoCs, 2004.
    • Visual Communications and Image Processing, 2004.
    • Media Processors, 2000 and 2003.
    • Internet Multimedia Management Systems, 2003.
    • Workshop on Parallel and Distributed Computing in Image Processing, Video Processing, and Multimedia, (held in conjunction with the International Parallel and Distributed Processing Symposium), 2003.
    • Internet Multimedia Management Systems, 2002.
    • Workshop on Parallel and Distributed Computing in Image Processing, Video Processing, and Multimedia, (held in conjunction with the International Parallel and Distributed Processing Symposium), 2002.
    • Media Processors 2003.
    • Media Processors 2002.
    • Media Processors 2001.
    • Tutorials Chair, ACM Multimedia 2001, 2001.
    • Internet Multimedia Management Systems, 2001.
    • Workshop on Parallel and Distributed Computing in Image Processing, Video Processing, and Multimedia, held in conjunction with the International Parallel and Distributed Processing Symposium, 2001.
    • Workshop on Parallel and Distributed Computing in Image Processing, Video Processing, and Multimedia, held in conjunction with the International Parallel and Distributed Processing Symposium, 2000.
    • Internet Multimedia Management Systems, 2000.
    • Multimedia and Communications Track, International Symposium on Circuits and Systems, 2000.
    • Media Processors’99, 1999.
    • Multimedia Storage and Archiving Systems III, 1998.
    • Multimedia Hardware Architectures ’98, IS&T/SPIE Symposium on Electronic Imaging: Science and Technology, 1998.
    • Tutorials Chair, International Conference on Multimedia Computing Systems ’97, 1997.
    • Multimedia Hardware Architectures ’97, 1997.
    • Digital Video Compression–Algorithms and Technologies ’96, 1996.
  • Panel Member
    • U.S. National Science Board Listening Session moderator at National Academy of Inventors Annual Meeting, 2019.
    • Maricopa Association of Governments Economic Development Committee, 2019.
    • Chandler Chamber of Commerce Education Forum, 2018.
    • Japan-U.S. Digital Innovation Hub Summit, U.S.-Japan Academic/Industrial Collaborations, 2018.
    • ASU-American Enterprise Institute, Minding the Skills Gap: The Future of Education in the Future of Work, 2018.
    • PLuS Alliance Symposium, Forces of Globalization and Nationalism: Pathways for Leading Universities and International Collaboration, 2017.
    • Council on Research Summer Meeting, Designing and Implementing a Successful Research Office, 2017.
    • Council on Research 2017 Summer Meeting, APLU Commission on Innovation, Competitiveness & Economic Prosperity Tech Transfer Evolution, 2017.
    • Global Federation of Competitiveness Council Conference: Brazilian Technology Companies on the Move: How Can Innovation be Turbocharged at a Global Scale? 2017.
    • Select USA Investment Summit, Innovation Centers: Dynamic Change in the R&D Environment, 2017.
    • Council on Competitiveness 7th Brazilian Industry Innovation Summit, Industry of the Future – Risks and Opportunities in the Face of Disruptive Innovations, 2017.
    • SelectUSA Investment Summit, Innovation Centers: Dynamic Change in the R&D Environment, 2017.
    • Arizona Technology Innovation Summit, 2017.
    • Arizona State Legislature Nexus of Business and Education Forum, 2017.
    • Greater Phoenix Economic Council (GPEC) Metro Phoenix Global Investment Plan, 2017.
    • ASU/Georgetown Academy for Innovative Higher Ed Leadership, 2017.
    • NextCon 2016, Thriving in the Silicon Desert, 2016.
    • Education Writers Association (EWA), Higher ED 2016 Accelerating Innovation: New Ideas for Colleges & Newsrooms, 2016.
    • Economic Development Administration (EDA), at the 2016 Fifth Americas Competitiveness Exchange on Innovation and Entrepreneurship (ACE) National Conference, 2016.
    • Global Pathways Institute at the Southwest Pathways Conference, 2015.
    • Braingainmag.com Student Session, Studying in the USA – Perspectives from NYU and ASU, 2014.
    • Linking International Development & Education Innovation Outcomes, at the ASU + GSV Education Innovation Summit, 2014.
    • University Partnership Models in Different Countries & Relevance for India’s Higher Education Reform Agenda, at One Globe 2013: Uniting Knowledge Communities Conference, 2013.
    • Commission on Innovation, Competitiveness, and Economic Prosperity: Following the Money: Where is it Taking us? 125th Association of Public and Land Grant Universities (APLU) Annual Meeting, 2012.
    • Communicating Research to the Public, Council on Research Policy & Graduate Education (CRPGE) 2011 Summer Forum, 2011.
    • IT’s Journey from Theory to Practice, International Workshop on Scientific Computing, Sai Institute of Higher Learning, 2010.
    • Facilitating Large Research Initiatives, 123rd Association of Public and Land Grant Universities (APLU) Annual Meeting, 2010.
    • Priming the Green Engine: An Introduction to Algae, Arizona State University LightWorks, 2010.
    • Future of High–Performance Computing, Sai Institute of Higher Learning, 2003.
    • Bridging the Semantic Gap at the International Conference on Image and Video Retrieval, 2002.
    • Future of Image Analysis at the 1998 Southwest Symposium on Image Analysis and Interpretation Conference, 1998.
    • Video Representation, Coding and Indexing at the Workshop on Very Low Bit–Rate Video, IL, 1998.
    • Innovative Curricula for Science Informatics position paper at the Workshop on Computational Education for Scientists, 2007.
  • Symposium/Conference/Workshop Organizing Committee
    • Reinventing Tech Transfer – Exploring Initiatives in Research Innovation, Saint Louis University, 2017.
    • The 4th International Conference on Recent Trends in Information Technology, Madras Institute of Technology, Anna University, 2014.
    • The 1st International Symposium on Wireless Sensor Networks for Developing Countries, 2013.
    • Research Univ. and the Future of America, National Research Council Workshop, 2013.
    • The 7th International Conference on Embedded and Multimedia Computing, 2012.
    • ACM International Conference on Multimedia, 2012.
    • International Conference on Mobile, Ubiquitous, and Intelligent Computing, 2012.
    • Association of Public and Land–Grant Universities Council on Research Policy and Graduate Education 2011 Summer Forum, 2011.
    • International Conference on Recent Trends in Information Technology, 2011.
    • Future Technology Research Association International, 2010.
    • IEEE – ICME Conference Steering Committee, 2007–2010.
    • The First International Conference on Advances in Future Internet, 2009.
    • The Fourth International Conference on Embedded and Multimedia Computing, 2009.
    • Computing Research Association, Snowbird Conference, 2006 and 2008.
    • Signal Processing, Communications and Networking, International Conference, 2008.
    • Advanced Communication Systems, International Symp. on Circuits and Systems, 2007.
    • IEEE – ISCAS, 1999–2004.
    • IEEE International Conference on Circuits and Systems, 2003.
    • Multimedia Information Systems, 2002.
    • SPIE International Symposium, Information Technologies, 2000.
    • Electronic Imaging Symposium’99,1999.
    • SPIE International Symposium, Voice, Video, and Data Communication, 1999.
    • SPIE International Symposium, Voice, Video, and Data Communication, 1998.
  • Editorial Board Member
    • Journal of Visual Communication and Image Representation, 1997–present.
    • IEEE Multimedia Magazine, 2000–2005 and 2009–present.
    • International Journal of Information Technology, Communications and Convergence (IJITCC), 2009–present.
    • Journal of Electronic Imaging, 1999–2018.
    • ICST Transactions on Ubiquitous Environments, 2010–present.
    • International Journal on Advances in Internet Technology, 2009–2014.
    • Journal of Electrical and Computer Engineering, 2008–2015.
    • International Journal on Artificial Intelligence Tools Architectures, Languages, Algorithms, 2005–2008.
    • IEEE Transactions on Multimedia, 2000–2006.
    • IEEE Transactions on Circuits and Systems for Video Technology, 1995–2006.
  • Guest Editor of Special Issues
    • Special Issue on Haptics for Human Augmentation, MDPI Multimodal Technologies and Interaction, 2019, to appear.
    • Special Issue on Human-Centric Cyber Social Computing, IEEE Transactions on Computational Social Systems, 2019, to appear.
    • Special Issue on Technologies for Disabilities, NAI Technology and Innovation, 2018.
    • Special Issue on Deep-Learning Systems for Domain Adaptation in Computer Vision: Learning Transferable Feature Representations, IEEE Signal Processing Magazine, 2017.
    • Special Issue on Cyber Social Computing and Cyber-Enabled Applications, IEEE Cyber Technology Congress (CyberSciTech), 2016.
    • Special Issue on Person- Centered Signal Processing for Assistive, Rehabilitative and Wearable Health Technologies, IEEE Journal on Selected Topics in Signal Processing (JSAC), 2016.
    • Special Issue on Ubiquitous Environments in the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2015.
    • Special Issue on Ubiquitous Media Generated Big Data and Human Behavior Analysis in the International Journal of International Journal of Big Data Intelligence, 2014.
    • Special Issue on Information Sciences on Human Centric Computing in the International Journal of Informatics and Computer Science Intelligent Systems, 2014.
    • Special Issue in IEEE Transactions on Multimedia (TMM), International Conference on Multimedia & Expo (ICME), 2011.
    • Special Issue on Haptic Audio-Visual Environments and Games in the IEEE Transactions on Instrumentation and Measurement, 2010.
    • Special Issue on Multimedia Services and Streaming for Mobile Devices: Challenges and Innovations in the IGI Global, 2010.
    • Special Issue on Haptic User Interfaces for Multimedia Systems, IEEE Multimedia Magazine, 2006.
    • Special Issue on Emerging H.264/AVC Video Coding Standard in the Journal of Visual Communication and Image Representation, 2006.
    • Special Issue on Conceptual and Dynamical Aspects of Multimedia Content Description in the IEEE Transactions on Circuits and Systems for Video Technology, 2002.
    • Special issue on Visual Computing and Communications in the Canadian Journal of Electrical and Computer Engineering, 1999.
    • 3 Special Issues on the theme of Image and Video Processing for Emerging Interactive Multimedia in the IEEE Transactions on Circuits and Systems for Video Technology.
      • Representation and Coding of Images and Video II – 1999.
      • Representation and Coding of Images and Video I – 1998.
      • Image Sequence Analysis for Content Segmentation, Tracking and Query – 1998.
    • Special Issue on Indexing, Storage and Retrieval of Images and Video in the Journal of Visual Communication and Image Representation, 1996–1997.
  • Keynotes and Distinguished Lectures
    • Innovations in Transportation Security, TSA Symposium, 2019.
    • Scaling Technology for Maximum Impact, Starbucks Innovation Expo, 2019.
    • How Person-Centered Technology is Transforming Abilities, Fordham Distinguished Lecture Series, Fordham University, 2019.
    • How Person-Centered Technology Partnerships are Transforming Abilities, The Emerging Economies Summit, Qatar University, 2019.
    • Promoting Economic Development Via Entrepreneurship and Innovation, Qaboos Cultural Center-ASU Oman 2018 Fall Conference, 2018.
    • Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications, International Conference on Smart Multimedia, 2018.
    • Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications, Third International Workshop on Interactive and Spatial Computing, 2018. 
    • Universities Innovating to Prepare Students for a Disrupted World, Japan-U.S. Digital Innovation Hub Workshop, Universities of the Future, 2018.
    • Universities Innovating to Prepare Students for a Disrupted World, Univation Universities Canada, 2018.
    • Innovation Through Disruption, 2017 East Valley Leadership Forum, Thought Leader Forum, 2017.
    • University and Research Leadership Forum, Global Federation of Competitiveness Councils, 2017.
    • CompTIA State Tech Summit, AZ, Innovation and Economic Development, 2017.
    • Solutions to Grand Challenges Demand Innovation, TEDxASU, 2017.
    • University Club Advisory Board Fall Colloquium, Innovation and Economic Development, 2016.
    • Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications, 2016 Second IEEE International Conference on Research in Computational Intelligence and Communication Networks, 2016.
    • Designed for Discovery, Graduate and Professional Student Association Research Symposium, Arizona State University, 2016.
    • Driving Real Economic Impact in Our Communities, University Economic Development Association, 2015.
    • Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications, Third International Conference on Signal Processing, Communication and Networking, 2015.
    • An Interdisciplinary Approach to the Design, Development and Deployment of Person-Centered Accessible Technologies, Third International Conference on Recent Trends in Information Technology, 2013.
    • Role of Universities in Development, 2013 PBEd Summit for Higher Education, Creating a National Roadmap for People-Drive Competitiveness, 2013.
    • Person-Centered Accessible Technologies: Improved Usability and Adaptation Through Inspirations from Disability Research, International Conf. on ACM Multimedia, 2012.
    • Human-Centered Multimedia Computing: Inspirations Through Enriching the Lives of Individuals with Sensory, Motor, Perceptual and Cognitive Disabilities, International Conference on Trends in Industrial Measurements and Automation, 2011.
    • Enriching the Lives of Individuals with Disabilities through Human-Centered Multimedia Computing, Fourth International Conference on Digital Information Management, University of Michigan, 2009.
    • Human-Centered Multimedia Computing Inspired by Focus on Disabilities and Impairments, International Conference on Multimedia Computing and Systems, 2009.
    • Human-Centered Multimedia Computing, 12th IASTED International Conference on Internet and Multimedia Systems and Applications, 2008.
    • Implications of Multimodality in Ambient Interfaces, Haptics in Ambient Systems, 2008.
    • Human-Centered Multimedia Computing: A New Paradigm for the Design of Assistive and Rehabilitative Environments, International Conference on Signal Processing, Communications and Networking, 2008.
    • Human-Centered Multimedia Computing: Coaptive Computing, Haptic Interfaces, Assistive and Rehabilitative Technologies, TCS Computer Science Week, 2008.
    • Empowering Women through IT, IT for Societal Advancement and Innovation, 2008.
    • Human-Centered Multimedia Computing, Multimedia Applications for Enterprises, TCS Workshop, 2007.
    • Information Technology Centric Assistive and Rehabilitative Environments, International Conference on NextGen Information Technology for Societal Applications and Integration, Sai Institute of Higher Learning, 2006.
    • Adaptive Technology for the Sight Impaired, Unite for Sight 2nd Annual International Health Conference, Harvard University, 2005.
    • Cognitive Multimedia Computing, International Symposium on Information Science and Engineering, 2003.
    • Ubiquitous Multimedia Computing, International Conference on Optical Computing and Multimedia, 2002.
    • Ubiquitous Multimedia – Issues, Challenges and Solutions, Multimedia Information Systems, 2002.
    • Media Processing – Issues, Challenges and Processor Architectures, International Symposium on Multimedia Signal Processing, 1999.
    • Media Processors, International Conference of the Austrian Center for Parallel Computing, 1999.
  • Short Courses/Tutorials
    • MPEG–4, Korean Information Processing Society (KIPS 2002), 2002.
    • MPEG–4, Qualcomm, 2002.
    • Electronic Imaging 2001 Symposium, 2001.
    • Internet Multimedia Management Systems, 2000.
    • Electronic Imaging 2000 Symposium, 2000.
    • Video Indexing, Browsing, and Retrieval, SPIE Photonics West Symposium, 2000.
    • Multimedia Storage and Archiving Systems IV Conference, 1999.
    • Electronic Imaging’99 Symposium, 1999.
    • Multimedia Information Indexing and Retrieval, SPIE Photonics West Symposium, 1999.
    • Video Indexing, Browsing, and Retrieval, SPIE Photonics West Symposium, 1999.
    • Multimedia Storage and Archiving Systems III Conference, 1998.
    • Electronic Imaging ’98 Symposium, 1998.
    • IEEE–International Conference on Multimedia Computing Systems ’97, 1997.
    • Electronic Imaging ’97 Symposium, 1997.
  • Special Sessions Organizer/Session Chair
    • Signal and Information Processing for Person-Centered and Citizen-Centered Smart Living, 7th IEEE Global Conference on Signal and Information Processing, 2019.
    • Smart Multimedia for Citizen-Centered Smart Living, International Conference on Smart Multimedia, 2019.
    • Person-Centered Smart Multimedia: Serving People with Disabilities to the General Population, International Conference on Smart Multimedia, 2018.
    • IEEE International Conference on Image Processing, 2016.
    • Haptics for Assistive, Rehabilitative, and Healthcare Technologies, Universal Access in Human-Computer Interaction, HCI International, 2015.
    • Haptics for Assistive and Rehabilitative Technologies, Universal Access in Human- Computer Interaction, HCI International, 2014.
    • International Conference on ACM Multimedia, 2012.
    • Machine Learning for Human Behavior Understanding and Assisted Living, IEEE Tenth International Conference on Machine Learning and Applications, 2011.
    • Segmentation & Classification, IEEE International Conf. on Multimedia and Expo, 2011.
    • IT & Healthcare, National Symposium Transforming American Healthcare Over the Next Decade, 2006.
    • Media Processors, Parallel and Distributed Image Processing, Video Processing, and Multimedia, 2005.
    • Embedded Processors for Multimedia and Communication, IS&T/SPIE 16 Annual Symposium Electronic Imaging Science and Technology, 2004.
    • Multimedia Indexing, Browsing and Retrieval, International Conference on Image Processing, 2001.
    • Experimental Parallel Processing, High–Performance Computing Symposium, 2000.
    • Content–Based Multimedia Indexing, European Association for Signal Processing Conference, 2000.
    • Visual Computing and Communications, Canadian Conference on Electrical and Computer Engineering (CCECE) ‘95, 1995.
    • Video Communications, CCECE ‘93, 1993.
    • Image Communications, CCECE ‘92, 1992.
  • Conference/Symposium General Chair
    • International Conference on Smart Multimedia, 2019.
    • IEEE International Conference on Distributed Computing in Sensor Systems, 2018.
    • International Conference on 3D Converged IT and Optical Communications, 2013.
    • IEEE International Conference on Multimedia and Expo, 2013.
    • ACM International Conference on Multimedia, 2011.
    • IEEE International Conference on Circuits and Systems, 2002.
    • Electronic Imaging Symposium’98 (included 24 conferences), 1998.
  • Panel Organizer/Moderator
    • Leading Change in Health Care: Transnational Perspectives on Culture and Collaboration to Improve Population Health, 2018.
    • University Research Leadership Forum, Global Federation of Competiveness Councils, Forum 2016.
    • Managing University Intellectual Property, Association of Public and Land Grant Universities, Summer Meeting, 2015.
    • Entrepreneurship Education: Nurturing the Next Generation of Innovators, Clinton Global Initiative at ASU, 2014.
    • Following the Money: Where is it Taking Us? Commission on Innovation, Competitiveness, and Economic Prosperity,125th Association of Public and Land Grant Universities Annual Meeting, 2012.
    • Sustainability and Climate Impacts, 124th Association of Public and Land Grant Universities Annual Meeting, 2011.
    • National Research Priorities, 124th Association of Public and Land Grant Universities Annual Meeting, 2011.
    • Energy Research, Council on Research Policy & Graduate Education 2011 Summer Forum, 2011.
    • Communicating Research to the Public, Council on Research Policy & Graduate Education, 2011 Summer Forum, 2011.
    • Biomedical Informatics, Computing Research Association Conference, 2008.
  • Speaking Engagements
    • An Interdisciplinary Framework for Citizen-Centered Smart Cities and Smart Living, International Conference on Smart Multimedia, 2019.
    • Solutions to Grand Challenges Demand Innovation, BDO Global, 2019.
    • Biologicalization in Manufacturing Thought Leaders Workshop, ASU, Biodesign Institute Europe, Dublin City University, and Fraunhofer Society, 2019.
    • The Business of Space, Arizona Space Business Roundtable, 2019.
    • Celebration of Invention, National Academy of Inventors, 2019.
    • Advancing the Mission of the New American University, Honeywell Leadership Series, 2019.
    • Health Solutions: Investment, Impact and Future, Piper Board of Trustees, 2019.
    • Welcome Remarks, Global KAITEKI Center Launch, ASU, 2019.
    • Innovation Day, ASU Leadership Institute, 2019.
    • Celebrating Excellence, ASU Graduate College, 2019.
    • Person-Centric Multimedia Computing: Technology Inspirations Drawn from Needs of Individuals with Disabilities with Impacts to the Broader Population, International Conference on Computing, Networking and Communications, 2019.
    • Modeling Dynamics, Statistical Inference and Prediction of Infectious Diseases, Indo-U.S. International Workshop, 2018.
    • Congressional Conference on Space Innovation, ASU, 2018.
    • Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications, International Conference on Smart Multimedia, 2018.
    • Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications, Distinguished Seminar Series of the School of Electrical and Computer Engineering (ECE), Oklahoma State University (OSU), 2018.
    • Celebration of Invention, ASU NAI chapter inductee ceremony, 2018.
    • Guest Speaker, Flinn Foundation, 2018.
    • Leveraging Extreme Innovation, Global Innovation Summit & University and Research Leadership Forum, Task Force, 2017.
    • Technology and New Professions in 2030, Quest India, 2017.
    • Guest Speaker, ASU Advanced Leadership Initiative Cohort Thought Leader Presentation, 2017.
    • Guest Speaker, ASU Center for 4D Materials Science Symposium, 2017.
    • Guest Speaker, Flinn Foundation, 2016.
    • Guest Speaker, Canada Arizona Business Council, 2016.
    • Guest Speaker, Health Futures Council Meeting, 2016.
    • Guest Speaker, Innovation Day @ Arizona Coyotes, 2016.
    • Guest Speaker, Tamil Entrepreneurs Forum, 2015.
    • Guest Speaker, Council on Government Relations, 2015.
    • Presenter, Chandler Chamber Education IMPACT Forum, CCA, 2015.
    • Presenter, Ctr. for Applied Structural Discovery, Virginia Piper Charitable Trust, 2015.
    • Guest Speaker, iClusters – Ministry of Economy in Mexico and Tec de Monterrey, 2015.
    • Innovation and Knowledge Transfer: Effective Technology Transfer and Economic Development, 6th Brazilian Industrial Innovation Summit, 2015.
    • Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications, Arizona Computing Postdoc Academy, Arizona State University, 2014.
    • Guest Speaker, APACT Retreat Welcome, 2014.
    • Rehabilitation Robotics, 2nd Annual Piper Health Solutions Workshop, 2014.
    • Guest Speaker, Global Entrepreneurship Week, 2013.
    • Celebrating Excellence, ASU Graduate College, 2013.
    • Guest Speaker, City of Scottsdale/Alexandria Network Opening, ASU, 2013.
    • Realizing the Economic Strength of Our 21st Century Border: Trade, Education, and Jobs Conference, U. S. Department of Commerce and Arizona State University, 2012.
    • Guest Speaker and Panel Moderator, AZ Solar Summit, 2012.
    • Entrepreneurship & Innovation at ASU and Research Focus Areas, ASU/Mayo Leadership Meeting, 2012.
    • Guest Speaker, Connection One 10th Anniversary Symposium, 2012.
    • Science and Technology in Education, Arizona SciTech Festival News Conference, 2011.
    • Research Enterprise: Goals, Achievements & Future Outlook, ASU Planning and Budget Annual Staff Retreat, 2010.
    • ASU Research Highlights and Achievements, UGA Admissions Counselor Training, 2010.
    • Grant Opportunities and Seed Funding in Grand Challenge Areas, NAE Grand Challenges Summit Series, 2010.
    • Lessons Learned, Phoenix Chapter of the Association of Government Accountants (AGA), Professional Development Conference, 2010.
    • Gain Understanding on the Academic, Social, Cultural and Economic Impact of Arizona State University on the Local, National and Global Level, Tempe Leadership Meeting, Arizona State University, 2010.
    • Multimedia in Biomedicine, Basic Medical Sciences Seminar Series, 2010.
    • Becoming a Member of Your Academic Community & Networking, Preparing Future Faculty Seminar Series, 2009.
    • Early–Diagnostic and Assistive Technologies for Individuals with Alzheimer’s Disease, The 2009 Arizona Alzheimer’s Consortium Annual Conference, 2009.
    • Human–Centered Multimedia Computing, Phoenix IEEE Computer Society Chapter, 2009.
    • Multimedia in Biomedicine, Basic Medical Sciences Seminar Series, The University of Arizona, College of Medicine-Phoenix, in partnership with Arizona State University, 2009.
    • Developing Human–Centered Multimedia Computing Tools that Combine Engineering, Medicine and Computer Science, ASU President’s Founders Retreat, 2008.
    • Becoming a Member of Your Academic Community & Networking, Preparing Future Faculty Seminar Series, 2008.
    • Human-Centered Multimedia Computing: A New Paradigm for the Design of Assistive and Rehabilitative Environments, CERI and ASU Applied Psychology Brown Bag Series, 2008.
    • iCARE Research Project, Sai Institute of Higher Learning, 2008.
    • Biomedical Informatics Program, Phoenix City Council, Subcommittee on Innovation, Parks and Education, 2007.
    • Building a Department/Strategic Planning, Academic Chairs and Dir. Council, 2007.
    • Biomedical Informatics, Arizona Board of Regents, 2007.
    • ASU Technology Entities Partnering with Industry, International Enterprise Singapore Wireless Cluster Mission, 2007.
    • Biomedical Informatics 101, Valley Leadership Medical Education Day, The University of Arizona College of Medicine-Phoenix, in partnership with ASU, 2007.
    • Biomedical Informatics, Project Medical Education, The University of Arizona College of Medicine-Phoenix, in partnership with Arizona State University, 2007.
    • Guest Speaker, SCI/CSE/Informatics, Bank of America at ASU, 2007.
    • Update on Biomedical Informatics, Governor of Arizona Commission on Medical Education and Research, January 2006–2007.
    • Computing and Informatics, Computer Scientists and Engineers Association in America Technical Symposium, Arizona State University, 2006.
    • Biomedical Informatics, Cardiac Rhythm Mgmt. Review Seminar, Medtronics, 2006.
    • Biomedical Informatics, ASU/MAYO Arizona Collaborations Summit Meeting, 2005.
    • Arizona State University’s Biomedical Informatics Program: Exploring the Role of Graduate Medical Education Programs in Developing a Personalized Medicine Data Base in Arizona, Flinn Foundation, 2005.
    • MotionEase, ASU Technology Expo, 2005.
    • Biomedical Informatics Collaboration, Arizona HealthQuery Data Partners, 2005.
    • Cognitive Ubiquitous Computing, National University of Singapore, 2005.
    • Cognitive Ubiquitous Computing, IEEE Signal Processing, University of Toronto, 2005.
    • Understanding the Health Needs for People with Disabilities: Implications for Assistive Technologies Research and Meeting the MDG’s, Global Health Forum for Health Research, 2004.
    • iCARE Project at ASU, President’s ASU Delegation, 2004.
    • Facial Recognition for Blind Individuals, Pres. Community Enrichment Program, 2004.
    • India – The New Business Frontier, Collaboration with Indian Institutes, International Business Forum, 2003.
    • Media Processors, Workshop on High–Performance Computing, Sathya Sai Institute of Higher Learning (SSIHL), 2003.
    • Ubiquitous Multimedia Computing, Intel Research, 2003.
    • Facial Recognition for Blind Individuals, Pres. Community Enrichment Program, 2003.
    • Current Trends for Silicon and Embedded Computing Solutions for Automotive Applications, Convergence 2002 Conference, 2002.
    • Genomic Signal Processing, President’s Community Enrichment Program, 2002.
    • Ubiquitous Multimedia Computing, Workshop on Multimedia Information Systems, 2002.
    • Reconfigurable Media Processing, International Conference on Information Technology: Coding and Computing (ITCC 2001), 2001.
    • The Role of Color in the Content-based Image Retrieval, IEEE International Conference on Image Processing, 2000.
    • Journeys of the Mind, The President’s Community Enrichment Program, 1999.
    • Video Indexing and Processing, High Performance Computing Workshop, 1999.
    • Delivering Media Processing Solutions, ASU-Motorola Delivering Solutions Technology Symposium, 1999.
    • Video Indexing in Wavelet Compressed Domain, IEEE International Conference on Image Processing ’98, 1998.
    • Visual Computing and Communications, Motorola Research Seminar, Phoenix Technology Park, Motorola, 1998.
    • Visual Computing and Communications, Distance Learning Initiative Seminar, Arizona State University, 1998.
    • Visual Computing and Communications, ACM Seminar, Computer Science and Engineering Department, Arizona State University, 1997.
    • Visual Computing and Communications, Bell–Northern Research, 1996.
    • Video Indexing, Graduate Colloquium Seminar, Northern Illinois University, 1996.
    • Visual Computing and Communications, Texas Instruments, 1996.
    • Visual Computing and Communications, University of Ottawa, 1996.
    • Visual Computing and Communications, University of New South Wales, 1996.
    • Multimedia Computing and Communications, School of Computing Curtin University of Technology, 1996.
    • Visual Communications, International Conference on Trends in Instrumentation and Measurement, 1995.
    • Wavelet Transforms–Algorithms and Implementation, Eastman Kodak Company, 1995.
    • VLSI Chip–Set for Wavelet Transforms, Genesis Inc., 1995.
    • Video Browsing in Multimedia Databases, OCRI/TRIO Multimedia Systems– Technology and Applications, 1994.
    • Multimedia Communications, Computer Society of India, 1993.
    • Visual Communications, Department of Electronics and Communication Engineering, Indian Institute of Science, 1993.
    • Video Compression, IEEE Society Chapter, 1993.
    • Visual Communications, MITEL, 1993.
    • Video Compression, Dedicated Technologies Inc., 1992.
    • Visual Communications, NEWBRIDGE Networks Corp., 1992.
    • Adaptive Vector Quantization and Architectures for Image Coding, Computer and Vision Research Center, University of Texas at Austin, 1990.
    • Algorithms and Architectures for Image Compression, Signal and Image Processing Institute, University of Southern California, 1990.
    • Algorithms and Architectures for Visual Compression, University of Quebec, 1990.
  • Program Committee Member
    • International Conference on Smart Multimedia, 2018.
    • Trends in Industrial Measurements and Automation, 2017.
    • IEEE International Symposium on Multimedia, 2016.
    • 20th International Conference on Distributed Multimedia Systems, 2014.
    • The 3rd Annual Conference of the National Academy of Inventors, 2014.
    • The 6th International Conference on Information, Process, and Knowledge Management in Conjunction with Digital World, 2014.
    • The 7th International Conference on Advances in Computer-Human Interactions, 2014.
    • The 6th International Conference on Advances in Multimedia, 2014.
    • The 19th International Conference on Distributed Multimedia Systems, 2013.
    • The 18th International Conference on Distributed Multimedia Systems, 2012.
    • The 26th Conference on Artificial Intelligence, Symp. on AI for Gerentechnology, 2012.
    • IEEE International Instrumentation and Measurement Technology Conference, 2012.
    • The 5th International Conference on Advances in Computer-Human Interactions, 2012.
    • ACM SIGHIT International Health Informatics Symposium, 2012.
    • IEEE International Workshop on Video Panorama, 2011.
    • ACM SIGHIT International Health Informatics Symposium, 2011.
    • The 17th International Conference on Distributed Multimedia Systems, 2011.
    • The 3rd International Conference on Advances in Future Internet, 2011.
    • IEEE International Conference on Multimedia and Expo, 2011.
    • International Conference on Digital Information and Communication Technology and its Applications, Universite de Bourgogne, 2011.
    • International Instrumentation and Measurement Technology Conference, 2011.
    • 2nd International Conference on Multimedia Computing and Systems, 2011.
    • The 4th International Conference on Advances in Computer-Human Interactions, 2011.
    • International Conference on Systemics, Cybernetics and Informatics, 2011.
    • ACM Multimedia 2010 International Conference on Media Studies and Implementations that Help Improve Access to Disabled Users, 2010.
    • 16th International Conference on Distributed Multimedia Systems, 2010.
    • 20th International Conference on Pattern Recognition, 2010.
    • The 11th International Conference on Multimedia & Expo, 2010.
    • Visual Communications and Image Processing 2010.
    • The 2nd International Conference on Advances in Future Internet, 2010.
    • 4th IEEE Workshop on Online Learning for Computer Vision, 2010.
    • The International Instrumentation and Measurement Technology Conference, 2010.
    • The 3rd International Conference on Advances in Computer–Human Interactions, 2010.
    • IEEE International Workshop on Haptic Audio-Visual Environments and Games, 2009.
    • ACM International Conference on Multimedia, 2009.
    • 2009 International Conference on Distributed Multimedia Systems, 2009.
    • Optics Photonics, SPIE Annual Meeting, Applications of Digital Image Processing XXXII, 2009.
    • International Conference on Signal Processing and Multimedia Applications, 2009.
    • International Joint Conference on e-Business and Telecommunications, 2009.
    • International Workshop on Smart Services for Smart Worlds, 2009.
    • ICME 2009 Workshop on Multimedia Aspects in Pervasive Healthcare, 2009.
    • The 2nd International Conference on Advances in Computer–Human Interactions, 2009.
    • The 19th International Conference on Pattern Recognition, 2008.
    • ACM SIGACCESS Conference on Computers and Accessibility, 2008.
    • 5th Annual IEEE Conference on Advanced Video and Signal-Based Surveillance, 2008.
    • The 14th Annual International Conference on Distributed Multimedia Systems, 2008.
    • SPIE Applications of Digital Image Processing, 2008.
    • IEEE SIG on Bio & Health Sciences, 2008.
    • International Conference on Instrumentation & Measurement Technology, 2008.
    • The 8th Southwest Symposium on Image Analysis and Interpretation, 2008.
    • IASTED Intl. Conference on Internet and Multimedia Systems and Applications, 2008.
    • IASTED International Conference on Visual Communications, 2008.
    • Visual Communications and Image Processing – SPIE/IS&T Electronic Imaging, 2008.
    • CRA Snowbird Conference, 2008.
    • ACM SIGACCESS International Conference on Computers and Accessibility, 2007.
    • International Conference on Distributed Multimedia Systems, DMS, 2007.
    • Optics Photonics, Applications of Digital Image Processing XXX, 2007.
    • IASTED International Conference on Circuits, Signals and Systems, 2007.
    • 1st International Conference on Technology Based Learning with Disability, Wright State University, 2007.
    • International Conference on Signal Processing, Communications and Networking, Madras Institute of Technology, 2007.
    • VIP Visual Information Processing, 2006.
    • IASTED International Conference on Circuits, Signals and Systems, 2006.
    • 8th International ACM SIGACCESS Conference on Computers and Accessibility, 2006.
    • IASTED Intl. Conference on Internet and Multimedia Systems and Applications, 2006.
    • Optics Photonics, SPIE Applications of Digital Image Processing XXIX, 2006.
    • 12th International Conference on Distributed Multimedia Systems, 2006.
    • IEEE International Conference on Acoustics, Speech, and Signal Processing, 2006.
    • International Conference on Systemic Cybernetics and Informatics, 2006.
    • IS&T/SPIE 17 Annual Symposium Electronic Imaging Science and Technology – Embedded Processors for Multimedia and Communications III (I123), 2006.
    • Special Session on Parallel and Distributed Image Processing, Video Processing, and Multimedia, 2006.
    • Visual Communications and Image Processing, 2006.
    • Optics Photonics, SPIE Applications of Digital Image Processing XXVIII, 2005.
    • International Conference on Internet and Multimedia Systems and Applications, 2005.
    • IPC International Program Committee for IASTED International Conference on Circuits, Signals and Systems, 2005.
    • ACM SIGACCESS International Conference on Computers and Accessibility, 2005.
    • IASTED Intl. Conference on Internet and Multimedia Systems and Applications, 2005.
    • IEEE International Conference on Multimedia and EXPO, 2005.
    • Visual Communications and Image Processing, July 2005.
    • International Symposium on Multimedia Over Wireless (with WirelessCom ’05), 2005.
    • IS&T/SPIE 17th Annual Symposium, Electronic Imaging Science and Technology – Multimedia on Mobile Devices, 2005.
    • Embedded Processors for Multimedia and Communications II Conference, 17th Annual Symposium Electronic Imaging: Science and Technology, 2005.
    • International Symposium on Multimedia Over Wireless 2005, 2004.
    • 4th Intl. Conference on Trends in Industrial Measurements and Automation, 2004.
    • IASTED International Conference on Circuits, Signals, and Systems, 2004.
    • SPIE International Symposium Optical Science and Technology, Annual Meeting, 2004.
    • International Program Committee for Applications of Digital Image Processing, 2004.
    • IS&T/SPIE 16 Annual Symposium Electronic Imaging Science and Technology – Multimedia on Mobile Devices, 2004.
    • International Conference on Image Processing, 2003.
    • International Conference on Optical Science and Technology, 2003.
    • IAPR International Conference on Machine Learning and Data Mining, 2003.
    • Visual Communications and Image Processing, 2003.
    • IS&T/SPIE Symposium Electronic Imaging Science and Technology, 2003.
    • 4th Workshop on Media and Streaming Processors, 2002.
    • Application of Digital Image Processing Conference, 2002.
    • 3rd Workshop and Exhibition on MPEG–4, 2002.
    • Visual Communications and Image Processing, 2002.
    • MPEG 4 Workshop, 2002.
    • MIS 2002 Workshop on Multimedia Information Systems, 2002.
    • Application of Digital Image Processing Conference, 2001.
    • International Conference on Multimedia Modeling, 2001.
    • International Workshop on Multimedia Information Retrieval, 2001.
    • IS&T/SPIE 13 Annual Symposium Electronic Imaging Science and Technology – Multimedia on Mobile Devices, 2001.
    • MPEG 4 Workshop, 2001.
    • IEEE International Performance, Computing, and Communications Conference, 2001.
    • Visual Communications and Image Processing, 2001.
    • IS&T/SPIE Annual Symposium, ITCom 2001, 2001.
    • Visual Communications and Image Processing, 2001.
    • European Association for Signal Processing Conference EUSIPCO, 2000.
    • Applications of Digital Image Processing, 2000.
    • Parallel and Distributed Methods for Image Processing IV, 2000.
    • Visual Communications and Image Processing, 2000.
    • MPEG 4 Workshop, co–hosted at ISCAS, 2000.
    • Applied and Experimental Parallel Processing, International Conference on High Performance Computing, 2000.
    • International Conference on Distributed Computing Systems, 2000.
    • Image and Video Communications and Processing, 2000.
    • Southwest Symposium on Mixed–Signal Design, 2000.
    • Applications of Digital Image Processing, 1999.
    • Visual Communications and Image Processing, 1999.
    • Storage and Retrieval from Image and Video Databases, 1999.
    • IS&T/SPIE Symposium Electronic Imaging Science and Technology – Video Indexing, Browsing and Retrieval, 2000.
    • Multimedia Storage and Archiving Systems IV, 1999.
    • IS&T/SPIE Symposium Electronic Imaging Science and Technology – Video Indexing, Browsing and Retrieval, 1999.
    • The Fourth International Conference of Parallel Computing in Image Processing, Video Processing, and Multimedia. University of 1999.
    • IS&T/SPIE Symposium Electronic Imaging Science and Technology – Video Indexing, Browsing and Retrieval, 1998.
    • IS&T/SPIE Symposium Electronic Imaging Science and Technology – Digital Video Compression: Algorithms and Technologies, 1998.
    • Photonics Taiwan’98 – Conference on I/O and Imaging Technology, 1998.
    • IEEE–International Conference on Distributed Computing Systems – Distributed Multimedia and Digital Libraries, 1998.
    • VCIP ’98, 1998.
    • Storage and Retrieval from Image and Video Databases ‘98, 1998.
    • IS&T/SPIE Symposium Electronic Imaging Science and Technology – Video Indexing, Browsing and Retrieval, 1997.
    • IS&T/SPIE Symposium Electronic Imaging Science and Technology–Multimedia Hardware Architecture, 1997.
    • Visual ’97, 1997.
    • IEEE–International Conference on Innovative Systems in Silicon, 1997.
    • IEEE–International Conference on Multimedia Computing Systems, 1997.
    • IEEE–International Solid-State Circuits Conference, 1997.
    • Visual Communications and Image Processing, 1997.
    • Storage and Retrieval from Image and Video Databases, 1997.
    • ACM Multimedia Conference, 1996.
    • Canadian Conference on Electrical and Computer Engineering, 1995.
    • Digital Video Compression–Algorithms and Technologies, 1995.
    • Visual Communications and Image Processing (VCIP), 1994.
    • Canadian Conference on Electrical and Computer Engineering, 1993.
    • Image Communications session, Canadian Conference on Electrical and Computer Engineering, 1992.
  • Journal Reviewer
    • IEEE Transactions on Systems, Man, and Cybernetics
    • IEEE Transactions on Circuits and Systems for Video Technology
    • IEEE Transactions on Image Processing, Pattern Analysis and Machine Intelligence
    • IEEE Transactions on Multimedia
    • IEEE Transactions on Very Large-Scale Integration Systems
    • IEEE Multimedia Magazine
    • Signal Processing: Image Communication Journal
    • IEE Proceedings, Electronic Letters
    • Journal of Visual Communications and Image Processing
    • Journal of Electronic Imaging

Mentoring Activities Details

Doctoral Students

Current
A. TadayonPh.D.Anticipatory and Invisible Interfaces to Address Impaired of Proprioception in Neurological Disordersexpected 2019
C. HeathPh.D.Multimodal Data Processing of Dyadic Interactions for Automated Feedback Systems Supporting Parent Implementation of Pivotal Response Treatmentexpected 2019
M. MoorePh.D.Assistive and Rehabilitative Technologies Including Immersive Environments and Biofeedback for Learning Optimizationexpected 2019
FakhriPh.D.Generalization in Reinforcement Learning: Understanding Learning Environmentsexpected 2019
B. DuartePh.D.Vision to Touch: Using Haptic Language to Augment Non-Visual Travel Modalitiesexpected 2020
N. DoddPh.D.Deep Bayesian Learning and Domain Adaptation with Applications Towards Smart Citiesexpected 2023
D. JacobsPh.D.Internet of Things and Smart Living: Designing a Human Centered Smart Infrastructureexpected 2023
J. MillerPh.D.Using Artificial Intelligence to Assist the Elderly Age in Placeexpected 2024
Graduated
H. RanganathanPh.D.Deep Active Learning Explored Across Diverse Label Spaces, Models for Computer Vision2018
R. TadayonPh.D.Person-Centered Serious Game Design for Motor Learning2017Assistant Professor, Hiroshi a University, Japan
H. VenkateswaraPh.D.Adaptive Computational Models for Computer Vision Applications2017Assistant Research Professor, Arizona State University
P. LadePh.D.Probabilistic Topic Models for Human Emotion Analysis2015Senior Data Scientist, Bosch Center for AI
R. Chattopadhyay*Ph.D.Building Adaptive Computatio al Systems for Physiological and Biomedical Data via Transfer and Active Learning2013Senior Data Scientist, Intel Corp.
S. Chakraborty†Ph.D.Batch Mode Active Learning for Multimedia Pattern Recognition2013Assistant Research Professor, Arizona State University. (Assistant Professor, Florida State University)
M. AlzubaidiPh.D.Computational Methods for Perceptual Training in Radiology2012Assistant Professor, Yarmouk University, Jordan
T. McDaniel†Ph.D.Somatic ABC’s: A Theoretical Framework for Designing, Developing and Evaluating the Building Blocks of Touch-Based Information Delivery2012Assistant Research Professor, Arizona State University
S. Krishna†Ph.D.Mediated Social Interpersonal Communication: Evidence-based Understanding of Multimedia Solutions for Enriching Social Situational Awareness2010Director, Data Science & Innovation, KPMG US. (Managing Director, Data Science, Artificial Intelligence and Innovation, KPMG)
N. Chatapuram Krishnan†Ph.D.A Computational Framework for Wearable Accelerometer-Based Activity and Gesture Recognition2010Assistant Professor, Indian Institute of Technology, Ropar, India
V. Nallure Balasubramanian†Ph.D.Conformal Predictions in Multimedia Pattern Recognition2010Associate Professor, Indian Institute of Technology, Hyderabad, India
R. GurunathanPh.D.Building Developmental Networks with Pairwise Gene Interactions2007
M. GargeshaPh.D.Content–Based Image Analysis Technologies & Biological Validation Schemes for Images Depicting Spatial Gene Expressions Patterns in Developing Embryos2006Vice President, Research and Operations, at BioInVision, Inc.
K. Kahol†Ph.D.Distal Object Perception Through HAPTIC User Interfaces2006Division Head, Affordable Health Technologies Division at Public Health Foundation of India
A. AkogluPh.D.Application Specific Reconfigurable Architecture Design Methodology2005Associate Professor of Electrical Computer Engineering, University of Arizona
A. R. DasuPh.D.Design of Reconfigurable Processors2004Principal Investigator, CTO Office, Intel Programmable Solutions Group
O. LotfollahPh.D.Content – Aware Video Transmission System2004Research and Development Engineer, Johnson Controls, Milwaukee, WI
J. BlackPh.D.A Framework For Indexing Higher – Level Content In Natural Images: A Study On The Far Side Of The Semantic Gap2004
G. FahmyPh.D.Joint Compression and Classification in the Wavelet Domain2003Associate Professor, Electrical Engineering, Majmaah University, KSA
A. Vrenios‡Ph.D.Parallel Adaptive Mobile Web Clipping2003Independent Consultant
Y.C. Park‡Ph.D.A Framework for Description, Sharing and Retrieval of Semantic Visual Information2002Head of Research, Johnson Controls, Milwaukee, WI
F. IdrisPh.D.Video Indexing using Vector Quantization2000Assistant Professor, Department of Computer Engineering, Jordan University of Science and Technology, Jordan
O. FatemiPh.D.Affine Video Processors2000Assistant Professor, Digital System Level Design Laboratory, University of Tehran, Iran
T.M. LePh.D.Computing RAM’s for Video Processing2000Assistant Professor, Department of Electrical and Computer Engineering, National University of Singapore
M. MandalPh.D.Wavelets for Compression and Indexing1998Professor, Electrical and Computer Engineering, University of Alberta, CAN

Nominated for the Best Ph.D. student Award, School of Computing, Informatics and Decision System Engineering

Nominated for the Governor General’s Gold Medal for the Best Ph.D. thesis at the University of Ottawa

* Best Ph.D. Student Award, School of Computing, Informatics and Decision System Engineering

Master’s Degree Students

Current
A. PatelM.S.Shopping Assistant for the Blindexpected 2019
K. AinalaM.S.Active Learningexpected 2020
B. NagabandiM.S.Transfer Learning With Deep Neural Networksexpected 2020
R. PatilM.S.Incremental Learningexpected 2020
R. RamakrishnanM.S.Generative Models for Language and Visionexpected 2020
M. VyasM.S.Generalized Zero-Shot Learningexpected 2020
Graduated
A. DudleyM.SDeep Domain Fusion for Adaptive Image Classification2019
P. PaprejaM.SRepresentation, Exploration, and Recommendation of Music Playlists2019
B. GuptaMCSChat-Box: A Mood Analyzer for Individuals with Social Interaction Disabilities2018
J. EusebioM.S.Learning Transferable Data Representations Using Deep Generative Models2018Software Engineer, Axosoft, USA
S. MianM.S.Long-Term Deployment of an Autonomous Drone System in an Urban Environment2018Ph.D. Student, University of Pittsburg
D. D’SouzaM.S.Addressing Problems Facing Drone Scheduling Systems in Urban Environment2018Analyst, Southwest Research Institute
L. Narayan ViswanathanM.S. Enhancing Movie Comprehension for Individuals who are Visually Impaired or Blind through Haptics2011Software Engineer(Facebook)
H. VenkatesanM.S.Human Activity Recognition 2011Senior Research Engineer (Mix Tech Inc.)
S. NatarajuM.S.Visual Attention-Based Saliency in Videos 2010
K. BracamonteMCSImage Quality Assessment for Wearable Vision Systems December 2010
R. GouripeddiM.S.Kernal-Based Machine Learning Approaches for Decision Support in Interventional Cardiology 2009
L. GadeM.S.Person Localization in Videos from a Wearable Camera 2009
M. VankipuramM.S.Hybrid Optimization of Haptic Rendering for Volumetric Drilling Simulation 2008
D. VillenuevaM.S.Characterization of Dynamic Expertise in Collaborative Knowledge Acquisition Systems 2008
F. SaeidiM.S.Predictive Model for Errors in High Cognitive Load Environments Using Electroencephalography 2008
A. SridharanS.Physics Based Hybrid Deformation Platform for Introducing Configurability in Visio–Haptic Environments 2007
P. SatyanM.S.Pose Invariant Face Recognition Using Frontal and Profile Views 2007
B. KoshiM.S.Automating Standardization of Fruit–Fly Embryo Images 2006
R. HiremagalurMCSA Platform Evaluating Potential Augmentations to the Human Visual System 2006
M. ShahM.S.Reading and Comprehension from the Textual Content Based on Semantics of the Words 2006
S. KrishnaM.S.Face Recognition in Ubiquitous Environment 2005
M. RushM.Eng.iCARE Reader Design, Development and Background Work 2005
M. SrinivasanM.S.Target Architecture Automation and Placement of Reconfigurable Logic Blocks 2004
A. SudharsananS.Media Processing on Network Processors 2004
M. WaltersM.S.Human Skin Detection: An Implementation of the Fleck and Forsyth Naked People Skin Filter 2004
P. KuchiM.S.Gait Recognition using Empirical Mode Decomposition Based Feature Extraction 2003
K. KaholM.S.Gesture Segmentation in Complex Motion Sequences 2003
G. AmudhanM.S.Algorithmic Developments and Complexity Analysis of 2D Mesh-Based MPEG–4 coding 2003
R. BhaghavanM.S.Performance Analysis of Adaptive Modulation to Support Multiple Data Rates in a Wideband Code Division Multiple Access System 2002
N. GamazM.Eng.Video Indexing in the MPEG Domain Compressed 2002
S. NarayananM.S.Super Binary Alpha Block based Quad–Tree Shape Coding Methods 2002
R. BrinkerhoffM.Eng.iGuide Reader: A System for Automatic Reading of Printed Test 2002
M. GargeshaM.S.Indexing and Retrieval from Face Databases Using Feature–Based and Data Analysis Techniques 2001
K. JayaramanM.S.Classification and Indexing of Gene Expression Images 2001
R. MohanM.S.Temporal Partitioning for Design of Reconfigurable Architectures 2001
A. DawraS.Most Sustainable Path Routing 2001
K. VaithianathanM.S.A Human Visual System-Based Model for Contour Detection in Natural Images 2000
M. JammetigeM.S.Joint Indexing and Watermarking of Images and Video 2000
J. M. BhalodM.S.Content–Based Image Indexing in the Wavelet Domain 2000
V. M. ZubairM.S.Visual Query Interface for Indexing and Retrieval 2000
K. RamaswamyM.S.Complexity Analysis of MPEG–4 Video Profile 2000
R. C. NagarajM.S.Reconfigurable Architecture for MPEG4 2000
K. TsougarakisM.S.Unsupervised Content–Based Video Object Segmentation and Tracking 2000
J. ChenM.Eng.Video Browser for Distance Learning 2000
V. SinghlaM.S.Video Composition and Retrieval System 1999
L. ChandrasekharM.S.Architectures for Motion Estimation in MPEG 4 1999
R. GururajM.S.Visual Query Specification and Retrieval 1999
S. DillmanM.Eng.An Image and Video Processing Tool–Box 1999
S. PadhyM.Eng.Scalable Video Browsing 1999
Y.P. KoM.Eng.Scalable Video Transmission over Wireless Networks 1999
A. DavidA.Sc.Real–Time Methods for Face Recognition 1999
C. HuangM.Eng.Color–based Indexing of Visual Information 1998
K. A. QaziM.Eng.Video Transmission over ATM 1998
G. HammouriM.A.Sc.Video Algebra August 1997
Q. HuM.A.Sc.Scalable Video CompressionMarch 1997
D. KnoxM.A.Sc.Telecommunications Call Processing on a Linear Processor Array 1996
A. GrezeszczakM.A.Sc.VLSI Architectures for Discrete Wavelet Transform 1995
T.M. LeM.A.Sc.Computing RAM’s for Video Compression 1995
M. MandalM.A.Sc.Wavelets for Image Compression 1994
A. JainM.A.Sc.Scalable Image Coding for Storage and Transmission 1994
E. Chan+M.A.Sc.Novel Motion Estimators for Video Compression 1994
F. IdrisM.A.Sc.An Algorithm and Architecture for Video Compression 1993
R. GandhiM.A.Sc.3–D Pyramids for Video Compression1993
G. IyengarM.A.Sc.Algorithms and Architectures for Progressive Image Transmission1993
D. RichensM.A.Sc.Multimedia Workstation for Cardiac Image Sequences1993
L. ZhangM.A.Sc.Frame Replenishment Coding over Noisy Channels1991

+  Best Thesis Award in Multimedia Communications from Canadian Advance Technology Association (CATA).

Research Faculty/Postdoctoral Fellows/Research Engineers

Current
H. VenkateswaraPh.D.Transfer Learning for Computer Vision Applications2017 – present
Completed
T. McDanielPh.D.Haptic User Interfaces for Assistive and Rehabilitative Applications2011-2019Assistant Professor, Arizona State University
R. TadayonPh.D.Person-Centered Motor Learning and Rehabilitation2017 – 2018Assistant Professor, Hiroshima University, Japan
S. ChakrabortyPh.D.Batch Mode Active Learning for Multimedia Pattern Recognition, completed2017Assistant Professor, Florida State University
S. YasminPh.D.iHap: Toward a Vision Substitution System for Active Analysis of Facial Expressions2013 – 2015Assistant Professor, Eastern Washington University
V. BalasubramanianPh.D.Human Centered Multimedia Computing, Machine Learning, Computer Vision, Assistive Technology2010 – 2013Associate Professor, Indian Institute of Technology, Hyderabad, India
J. BlackPh.D.Cognitive Ubiquitous Computing Research2004 – 2012Faculty Associate, Arizona State University
G. PradhanPh.D.Pattern Recognition, Classification, and Cluster Analysis on Multi–Dimensional Databases2009 – 2011Assistant Professor of Biomedical Informatics, Mayo Clinic
D. ColbryPh.D.Analysis and Recognition of Faces, Emotions, and Events2007 – 2009Director HPC Studies, Michigan State University
T. HedgpethPh.D.iCARE Reader and Interaction Assistant Research2002 – 2008Director, EOSS Technology Team, Arizona State University
W. AtwoodPh.D.User Interface Designs for Surgical Simulators2007 – 2008
S. BrainmanPh.D.Prototype Designs for iCARE project2007 – 2009
B. Van EmdenPh.D.Genomic Image Processing2002 – 2009
K. KaholPh.D.Haptic Interfaces – Modeling, Rehabilitation and Surgical Simulation2005 – 2007
P. KuchiPh.D.Visual Search and Illumination Invariant Face Recognition2006
O. LotfollahPh.D.MPEG–4 Video Communication and Performance Analysis2004 – 2006
M. DonderlerPh.D.Multimedia Databases and Information Assistants for Blind Individuals2002 – 2004
D. LiuPh.D.3D Feature Extraction for Indexing2000 – 2002
K. KimPh.D.Multimedia Indexing and Retrieval2000 – 2001
D. WuPh.D.Video Browsing1995
S. ChangPh.D.Optical Computing Architectures for Video Compression1995
S. ZhangPh.D.Video Browsing1994 – 1995
X. WangPh.D.Wavelets for Video Compression1992 – 1993
B. BrahmanandamPh.D.Fractals for Image Compression1991–1992 and 1994

Undergraduate Thesis Research and Project Students

Graduated
J. EusebioThesisConvolutional Neural Networks for Facial Expression Recognition with Limited Data2016Software Engineer, Axosoft
J. ZiaThesisUtilizing Neural Networks to Predict Freezing of Gait in Parkinson’s Patients2016Graduate Student, Emory University and Georgia Tech
S. BalaThesisExploring the Design of Vibrotactile Cues for Visio-Haptic Sensory Substitution2014
B. FakhriThesisComputing Platform for Context Aware Smart Objects for Stroke Rehabilitation2014
M. AstrauskasProjectFace Data Capture for Pose and Illumination Invariant Recognition2013
D. HaydenProjectiCARE Note–Taker: Enabling the Legally Blind to Take Notes in Class2010
N. EdwardsProjectHaptic Belt & Wireless Haptic Belt2010
M. VeachProjectNote-Taker2010
J. RosenthalProjectHaptic Belt System Design2009
C. JuillardProjectiCARE Immersion Assistant Prototype2008
S. PhilippProjectMultiple Accelerometers Based Tap Interface2009
D. MerrillProjectiCARE Interaction Assistant Prototype2008
D. G. LittleThesisA Methodology for Evaluating Robustness of Face Recognition Algorithms with Respect to Variations in Pose Angle and Illumination Angle2005
P. TripathiThesisVisual Processing of 3D Dance Data2003
R. WalkerThesisVisual Representation of Audio Signals1999
I. JamaThesisVideo Retrieval1997
A. VashistThesisImage and Video Indexing using Text1997
R. DjafarzadehThesisVideo Browsing1997
P. RojasThesisVideo Indexing1997
Y. P. KoProjectImage Indexing1995
K. TseProjectScene Change Detection in MPEG–2 Domain1995
J. WeiProjectScene Change Detection for a Sequence of Raw Frames1995
H. DamProjectColor Mapping Algorithms1994
P. MangaThesisA Neural Network Approach to PVQ for Image Compression1993
C. ChangProjectCell Loss Effects on Compressed Images1993
S. NashikkarProjectKohonen Learning Applied to Vector Quantizer Design1992
E. ChanProjectA Unified Architecture for FFT/FHT/DCT1992
B. PilacheCo–op student from FranceNeural Network for Data Compression1991

Research Grant Details

Active Awards (PI or Co-PI)

$2,999,997
09/01/18 – 08/31/23
NRT: Citizen-Centered Smart Cities and Smart Living
National Science Foundation (NSF)

$71,639
08/01/18 – 07/31/19
SMART Platform for Athletic Music Recommendation and Emotional Analysis
Adidas America, Inc.

$500,000
07/01/18 – 06/30/20
UIA – Carnegie: University Innovation Alliance
Carnegie Corporation of New York

$10,000,000
06/01/18 – 05/31/23
Pediatric Affiliation and Research Collaboration
Phoenix Children’s Hospital

$70,000
03/15/18 – 03/14/19
UIA – Strada The National Summit for Student Success Innovation and Campus Transformation
Strada Education Network

$1,111,000
02/01/18 – 01/31/20
UIA – Great Lakes Fellows 2
Great Lakes Higher Education Corporation and Affiliates

$11,000,000
01/01/18 – 06/21/22
MMSA- Mission Support Year 2
Dignity Health dba St. Joseph’s
Hospital and Medical Center

$2,400,000
01/01/18 – 12/31/20
UIA – Strada: A New Data Dialogue: Bridging the Gap from Education to Employment
Strada Education Network

$920,000
07/01/14 – 06/30/17
UIA – Kresge: UIA 2 Taking Higher Education Innovation and Scale to the Next Level
Kresge Foundation

$1,999,986
08/01/17 – 12/31/20
UIA – Great Lakes: Retention Grants
Great Lakes Higher Education Corporation and Affiliates

$600,000
05/01/17 – 04/30/19
UIA – ECMC: University Innovation Alliance ASUF
ECMC Foundation

$1,999,986
2/10/17 – 12/31/20
UIA- Gates: Retention Grants – ASU
Gates (Bill and Melinda) Foundation

$10,750,000
01/01/17 – 06/21/22
MMSA- Mission Support
Dignity Health dba St. Joseph’s Hospital and Medical Center

$17,916,526
11/21/14 – 11/20/19
U.S. – Pakistan Centers for Advanced Studies in Energy
USAID

$6,330,000
9/4/14 – 12/31/19
UIA – Gates – University Innovation Alliance
Bill and Melinda Gates Foundation

$68,669,134
TOTAL

Completed Awards (PI or Co-PI)

$20,000
1/1/18 – 12/31/18
The Future of Sport Experiences: Multimodal Virtual Attendance Toward Accessibility and Scalability
ASU Global Sport Institute

$300,000
09/01/16 – 08/31/17
UIA – Ford YR 3 – University Innovation Alliance
Ford Foundation

$250,000
09/01/16 – 08/31/17
UIA – USA Funds Yr 3 – University Innovation Alliance
Strada Education Network

$75,000
04/01/16-09/30/17
Edcom – IP Network: Interaction Effect 20 – Seeding Collaborative UIA
Gates (Bill and Melinda) Foundation

$500,000
10/01/15-09/30/17
ASU Mayo Collaboration on Science Health Care Delivery Education
Flinn Foundation

$296,624
05/01/16-04/30/20
Arizona State University Start Up Mill
NSF I-CORPS

$86,520
01/01/15-12/31/16
Smart Stadium and Smart Living Research
Intel Corporation

$400,000
10/01/13-09/30/16
Yr 01: Bisgrove Post-Doctoral and Early Career Scholars
Science Foundation of Arizona

$631,750
06/01/13-12/31/14
ASU 2013 Graduate Research Fellowship Program
Science Foundation of Arizona

$15,000
01/01/13-12/31/13
Flinn Foundation – Arizona SciTech Festival 2013
Flinn Foundation

$20,000
08/01/12-07/31/13
Association between Visual Gaze Patterns and Adenoma Detection Rate
Mayo Clinic Jacksonville

$10,025,676
05/01/12-6/30/18
Piper Health Solutions Consortium
Virginia G. Piper Charitable Trust ASUF

$2,972,183
8/15/11 – 7/31/18
IGERT: Person-Centered Technologies and Practices for Individuals with Disabilities
National Science Foundation: Directorate for Education Human Resources

$50,000
07/22/11-12/31/12
Flinn Foundation – Arizona SciTech Festival
Flinn Foundation

$87,041
01/01/11-02/05/12
Aerospace Vestibular Laboratory Services
Mayo Clinic Arizona

$294,576
11/01/09-10/31/10
Research and Development of Haptic Annunciator System (HAS)
DOD: Air Force (USAF)

$450,439
09/01/09-08/31/13
RDE-FRI: The CUbiC CAReS Note-Taker:  Enabling students who are legally blind to take notes in class
National Science Foundation

$1,344,438
09/01/08-08/31/13
Prime the Pipeline Project (P3): Putting Knowledge to Work
National Science Foundation

$99,996
05/16/09-05/15/11
A Study of the Visual Scanning Strategies of Experienced Radiologists, and the Application of that Knowledge to Automated Image Understanding
Mayo Clinic Arizona

$879,425
09/15/08-06/30/13
COMPUGIRLS: A Culturally Relevant Technology Program for Girls
National Science Foundation

$39,720
01/01/08-12/31/08
Investigation of Spatial Memory Formation and Retention in Patients with Early Alzheimer’s Disease
Mayo Clinic Arizona

$1,704,027
09/01/07-06/30/11
Computational Analysis of Gene Expression Pattern Images
HHS: National Institutes of Health

$28,966
09/22/06-09/21/07
Arizona Clinical and Translational Science Award
HHS-NIH-NCATS: National Center for Research Resources (NCRR)-TGen

$758,082
09/01/06-08/31/11
CISE RI: An Interdisciplinary Research Environment for Motion Analysis
National Science Foundation

$784,765
01/09/06-12/31/07
Ubiquitous Environment to Facilitate Access to Textbooks & Related Materials for Individuals who are Blind or Visually Impaired
Dept. of Economic Security

$196,574
11/15/05-10/31/06
SGER: Incorporation of Psychological Basis of Haptics in the Design of Assistive Haptic User Interfaces
National Science Foundation

$3,638,079
10/01/05-09/30/12
IGERT: An Arts, Sciences, and Engineering Research and Education Initiative for Experimental Media
National Science Foundation

$263,257
09/15/04-08/31/06
CISE RI: An Interdisciplinary Research Environment for Motion Analysis
National Science Foundation

$86,000
08/15/04 – 07/31/05
MEASURES: A Proof of Concept Demonstration Ecosystems
National Science Foundation

$1,244,430
07/11/03 – 06/30/07
Computational Analysis of Gene Expression Pattern Images
NIH-National Institutes of Health

$172,538
10/01/03-09/30/06
PPD-FRI:  Ubiquitous Environment to Facilitate Engineering Education for Blind Persons
National Science Foundation

$1,236,210
09/01/03-08/31/08
ITR:  ILEARN:  IT-Enabled Intelligent and Ubiquitous Access to Education Opportunities for Blind Students
National Science Foundation

$1,244,430
07/11/03-06/30/07
Computational Analysis of Gene Expression Pattern Images
HHS: National Institutes of Health

$230,000
07/1/03 – 06/30/04
CUbiC (Center for Cognitive Ubiquitous Computing)
Fulton Schools of Engineering

$754,000
05/16/03 – 05/15/05
iCARE: Cognitive Ubiquitous Computing
Arizona–Prop. 301–IT Grant

$733,308
09/15/02-12/31/06
Video Traces: Create, Disseminate, Analyze
National Science Foundation

$240,000
5/16/02-5/15/03
iCARE: Information Technology Centric Assistive and Rehabilitative Environment
Arizona– Prop.301–IT Grant

$35,708
01/01/02-08/15/03
Design of High-Performance General Purpose Embedded Processors Based on the Arm Architecture
Arm Ltd.

$490,139
09/01/01-08/31/06
A Concentration Track in Embedded Systems
National Science Foundation

$65,502
05/16/01-06/30/02
Replicated Clients and Adapted RPC
ASU: Consortium for Embedded & Internetworking Technologies

$89,347
05/16/01-05/15/02
A Performance Evaluation Framework for Internet and Multimedia Services in Network Processors
ASU: Consortium for Embedded & Inter-networking Technologies

$677,398
07/01/00-06/30/04
Design of a Bioinformatic Database for Functional Evolutionary Footprints in Multigene Families
NSF: Directorate for Biological Sciences (BIO)

$81,337
05/15/00-08/31/01
Software Environment for H-223 Implementation
Luxxon Corporation

$2,100,000
09/01/99-02/29/04
3D Knowledge: Acquisition Representation & Analysis in a Distributed Environment
National Science Foundation

$200,000
9/01/99-5/31/02
Multimedia Computing with UltraSparc
SUN Research Grant

$386,000
07/15/99-06/30/02
A Logical Foundation for an Information Engineering Curriculum
National Science Foundation

$146,059
01/16/99-05/15/01
Media Processing for Digital Television
Motorola, Inc.

$30,144
06/17/98-08/15/99
Software for HDTV Platforms
Motorola, Inc.

$62,000
08/16/96-05/05/99
Joint ASU/American Express TRS Co. Effort in Instruction of Large Grain Information Systems
American Express Company

$90,000
1999-2000
Genomic Signal Proceeding
ASU Research Grant

$27,000
1999-2000
Media Processing
ASU Research Grant

$125,000
1997 – 1998
Content Indexing of Visual Media
TRIO

$88,000
1997 – 1998
Indexing of Compressed Video Sequences
NSERC Research Grant

$180,000
1996 – 1998
Video Signal Processing and Coding for Multimedia Services in Future Networks.
NSERC – Industry Oriented Research (IOR)

$150,000
1994 – 1997
Distance Learning over an ATM Network
NSERC – IOR

$80,000
1993 – 1997
Computing   in   Random   Access   Memory (CRAM)
NCE – Microelectronics Network (MICRONET)

$1,360,000
1993 – 1997
Multimedia Communications
Center of Excellence – Telecom Res. Institute of Ontario (TRIO)

$95,855
1990 – 1997
Real–Time Coders for Image Coding using VQ
NSERC Research Grant

$525,000
1990 – 1996
Scalable Video Coding for Database Storage
Center of Excellence – Canadian Institute of Telecom Res. (CITR)

$33,785
1995 – 1996
Optical Computing Architectures for Video Processing
National Research Council (NRC)

$43,000
1994 – 1995
Video Compression for a Video Server
CANARIE – Canadian Marconi Company

$459,945
1990 -1933
Multimedia Communications Workstation for Cardiac Image Sequences
University Research Incentive Fund (URIF)

$680,000
1991 -1993
Multimedia Communications
TRIO

$26,000
1990 – 1992
Image Compression
University Research Fund

$40,480,273
TOTAL

Media Coverage

(TV, Radio, Newspaper)

Interviews
  • Design for SkySong 6 Unveiled as it Enters Pre- leasing
    AZ Big Media
    June 17, 2019
  • Arizona State University Cracks Top 10 in International Patent Rankings
    Business Journal
    June 7, 2019
  • Sethuraman Panchanathan Talks About AI and Other Technological Innovations, Anne- Marie Slaughter on Innovating the Future
    Arizona PBS
    June 7, 2019
  • How to Equip Graduates for the Future
    Times Higher Education
    March 7, 2019
  • Business for Breakfast
    Money Radio
    September 16, 2018
  • ASU Ranked No. 1 in Innovation for the Fourth Year in a Row
    The State Press
    September 10, 2018
  • 4-Peat: Arizona State University Named No. 1 School in Innovation
    KTAR News
    September 10, 2018
  • Do We Have the Talent for the jobs?
    InBusiness Phoenix
    August 2018
  • ASU, UofA researchers granted Department of Defense award
    KTAR News
    April 2018
    Read more
  • 20 names to know in education: Sethuraman Panchanathan
    Phoenix Business Journal
    May 26, 2017
  • ASU researcher offers solution for early pancreatic cancer detection
    AZcentral
    April 6, 2017
  • ASU ranked among top universities in research funding
    The State Press
    April 6, 2017
  • The world as a live-in lab
    The Hindu
    October 23, 2016
  • Arizona State University ranks nation’s most innovative school for second year
    KTAR News
    September 13, 2016
    More details
  • ASU ranks fairly well among universities around the globe
    KTAR News
    July 14, 2016
    More details
  • Unlocking the Valley’s Entrepreneurial Potential
    91.5 KJZZ
    June 10, 2016
    More details
  • ASU CUbiC Lab
    Horizon PBS Channel 8, KAET
    April 28, 2016
    More details
  • PLuS Alliance
    Horizon PBS Channel 8, KAET
    February 11, 2016
    More details
  • Is Tier One Worth It for UNLV?
    News 88.0 KNPR, Nevada Public Radio
    April 3, 2014
  • ASU-GPEC Grant Announcement
    Horizon, PBS Channel 8, AZ Tech and Innovation
    October 7, 2013
  • ASU Research Building-ISTB4
    Horizon PBS Channel 8, AZ Tech and Innovation
    October 17, 2012
    More details
  • Biodesign and Medical Science New Development
    EPOCA Magazine, Global
    June 14, 2012
  • ASU School of Computing Informatics
    Horizon, PBS Channel 8
    February 22, 2007
Newspaper/Articles/Vimeos Published in External Venues
  • ASU jumps into Top 10 in global patent rankings
    AZ Big Media
    July 25, 2019
    Read more
  • DARPA Awards ASU $38.8M to Build Epigenetic-Based Device to Measure WMD Exposure
    GenomeWeb
    July 24, 2019
    Read more
  • U.S. Air Force expands operating base in Saudi Arabia
    UPI
    July 24, 2019
    Read more
  • Arizona State University to design WMD detector for DARPA
    UPI
    July 23, 2019
    Read more
  • DARPA grants ASU $38.8 million to create epigenetic tool for fight against WMD
    EurekaAlert!
    July 22, 2019
    Read more
  • How Universities Can Make Their Students AI-poof
    Times Higher Education
    June 17, 2019
  • Arizona to Launch Test Facility for Self-Driving Technology
    U.S. News and World Report
    October 11, 2018
  • Arizona State University Project Led by Sethuraman Panchanathan Receives $3 Million Grant
    India Abroad
    October 9, 2018
  • ASU Researchers Develop Blood Test That Can Help Predict Cancer Prognosis
    The State Press
    October 1, 2018.
  • Indian American Researcher Sethuraman Panchanathan Receives $3 Million Award from NSF to Study Smart Living
    India West
    October 1, 2018
  • New NSF Research Traineeship awards aim to transform approaches to STEM graduate education

    September 4, 2018
  • Piper Trust appoints Mary Jane Rynd as CEO; Susan Pepin leaves Piper to join ASU
    Phoenix Business Journal
    May 14, 2018
  • ASU KEDtalks foster ‘conversations for the curious,’
    The State Press
    April 2, 2018
  • How Stephen Hawking Reclaimed His Voice—and Helped Others Do the Same
    Slate
    March 22, 2018
  • Science Holds the Promise of a Better Future
    Fritzwire
    February 24, 2018
  • Science Holds the Promise of a Better Future
    Getting Smart
    February 2018
  • Business Briefs: India Overtakes U.S. in Smartphone Market
    IndiaWest
    December 9, 2017
  • 19 Indian Americans Recognized by American Association for the Advancement of Science
    News India
    November 29, 2017
  • Arizona State University Joins the Giant Magellan Telescope Organization
    EurekAlert!
    November 29, 2017
  • #5 Ways Universities Can Encourage Entrepreneurial and Innovative Thinkers
    Entrepreneur India
    November 25, 2017
  • ASU teams up with Department of Homeland Security to Build a New Center for Excellence
    the State Press
    September 14, 2017
  • Marriott building hotel at SkySong
    Phoenix Business Journal
    September 8, 2017
  • NSF reiterates policy on teaching good research habits despite its limitations
    Science
    August 17, 2017
  • Sun Devils and solar energy: ASU researchers awarded more than $4 million to develop solar energy solutions
    AZ Business Journal
    July 18, 2017
    Read more
  • 20 names to know in education: Sethuraman Panchanathan
    AZ Business Journal
    May 26, 2017
    Read more
  • SkySong 4 Building awarded Silver LEED certification
    AZ Big Media
    May 12, 2017
  • IIT Madras Announces Recipients of Distinguished Alumnus Awards
    INDIA WEST
    April 26, 2017
  • ASU researcher offers solution for early pancreatic cancer detection
    the Arizona Republic Newspaper
    April 9, 2017
  • Arizona State University’s Sethuraman Panchanathan to Receive IEEE Leadership Award
    India West
    February 10, 2017
    Read more
  • Intel says it’s investing $7B in Chandler facility, bringing 3K jobs
    The Arizona Republic newspaper
    February 8, 2017
  • 100-year-old utility system collides with solar advances – ASU researchers seek solutions
    The Arizona Republic newspaper
    February 7, 2017
  • Deep-space mission to metal asteroid Psyche
    Knowridge Science Report
    January 22, 2017
    Read more
  • 6 factors which decide if your college can rival Stanford or MIT
    India Today in Education
    January 20, 2017
    Read more
  • Deep-space mission to metal asteroid
    Science Daily
    January 18, 2017
    Read more
  • ASU to Lead NASA Space Exploration Mission for 1st Time
    Prescott|eNews
    January 11, 2017
    Read more
  • Kauffman Foundation grant will help ASU diversify entrepreneurship
    AZ Business Journal
    December 6, 2016
    Read more
  • Scottsdale SkySong Inks MindBody for Office Space Lease
    Scottsdale Independent
    November 17, 2016
    Read more
  • Brightcove Moves into ASU SkySong Innovation Center in Scottsdale
    Scottsdale Independent
    November 2, 2016
    Read more
  • Online Video Pioneer Brightcove Relocating to SkySong
    AZ Big Media
    October 31, 2016
    Read more
  • 1951@SkySong Working Space to Debut Along McDowell Road Corridor
    Scottsdale Independent,
    October 18, 2016
    Read more
  • New Co-working Space Opening at SkySong
    AZ Big Media
    October 17, 2016
    Read more
  • Is Entrepreneurialism at Odds with Deep Thinking?
    The Atlantic
    October 12, 2016
    Read more
  • Is College for Earning Bigger Bucks or Learning Deeper Thinking. Can it be Both?
    EWA, Education Writers Association
    October 11, 2016
    Read more
  • India-U.S. Science and Technology Partnership will Transcend Administrations
    India New England News
    October 7, 2016
    Read more
  • 4 Questions with Dr. Panchanathan of Arizona State University
    braingainmag.com
    October 4, 2016
    Read more
  • India-US ScienceTtech Partnership will Transcend Administrations
    India West
    October 4, 2016
    Read more
  • India-U.S. S&T Partnership will Transcend Administrations
    The Economic Times
    October 3, 2016
    Read more
  • Olympics Will Become Paralympics as Technology Enhances Human Abilities
    i4u News
    September 23, 2016
    Read more
  • Olympics Will Become Paralympics as Technology Enhances Human Abilities
    Newsdog.com
    September 23, 2016
    Read more
  • Olympics Will Become Paralympics as Technology Enhances Human Abilities
    The Financial Express
    September 23, 2016
    Read more
  • Most Influential Minority Business Leaders of 2016
    AZ Big Media
    April 26, 2016
    Read more
  • How to Keep Smart People in Phoenix
    Arizona Republic
    February 22, 2016
    Read more
  • Largest Flexible X-ray Detector Manufactured with Thin Film Transistors
    Phys.org
    December 17, 2015
    Read more
  • Entrepreneurs Inspire Startups with Wisdom Success Stories
    India West
    July 9, 2015
    Read more
  • Facilitating Breakthroughs with Next-Generation HPC
    Dell.com
    April 1, 2015
    Read more
  • Sounding Out Your Surroundings
    Berkeley Science Review
    November 19, 2014
    Read more
  • Scale up Research to Compete Globally
    Chennai First
    June 19, 2014
    Read more
  • Obama Names ASU’s Sethuraman Panchanathan to National Science Board
    Phoenix Business Journal
    June 17, 2014
    Read more
  • Linking International Development and Education Innovation Outcomes Knowledge Transfer on the US College Transfer Problem
    Leadership
    June 3, 2014
  • Our View: Pritzker’s Visit Reflects State’s Strength
    Phoenix Business Journal
    May 30, 2014
  • ASU’s Entrepreneurship and Innovation Group Expands with New Dean Wider Focus
    Phoenix Business Journal
    May 28, 2014
  • Humanities Play a Key Role in Solving World’s Problems
    Arizona Republic , Community Living
    May 21, 2014
  • U.S. Secretary of Commerce Impressed by ASU’s SkySong
    The Arizona Republic
    April 24, 2014
  • ASU Startups to Showcase Learning Tech at ASU + GSV Education Innovation Summit
    AZ Tech Beat
    April 22, 2014
  • GPEC ASU Win U.S. Department of Commerce Grant for Advanced Manufacturing
    Greater Phoenix InBusiness Online
    April 2, 2014
  • Outlook for Sustainable Energy is Sunny in Arizona
    Arizona Republic, Community Living
    February 19, 2014
  • ASU Aims for $700M in Grants, 10K New Workers by 2020
    Phoenix Business Journal online
    February 15, 2013
    Read more
  • ASU Batelle Look to Boost STEM Technology in K-12 Classrooms
    Phoenix Business Journal
    November 2, 2012
  • ASU How do we Keep Arizona From Falling Behind in Biosciences?
    Phoenix Business Journal
    November 2, 2012
  • Bioscience Companies Seek Funding in Unique Places
    Phoenix Business Journal
    November 2, 2012
  • Valley Leaders Sound Off Innovators & Entrepreneurs
    InBusiness Greater Phoenix
    May 1, 2012
  • Sethuraman “Panch” Panchanathan Executive Profile
    Phoenix Business Journal
    January 6, 2012
  • ASU Plays Role in New Mayo Clinic Cancer Fighting Facility Media Newswire online
    Cancer Centers of America
    November 24, 2010
    Read more
  • Obama Leads U.S. Universities to India as Yale Duke Build Ties
    Bloomberg News online
    November 5, 2010
  • India-based Firm MES Opens SkySong Office
    Arizona Republic
    May 26, 2010
  • ASU Counts $32M in Stimulus Funds Seeks $318M More
    Phoenix Business Journal online
    October 1, 2009
    Read more
  • ASU ‘War Room’ Targets Stimulus Cash
    The Arizona Republic
    August 19, 2009
  • CRA Conference at Snowbird
    Computing Research News
    May 2, 2008
  • ASU Business Partner on Informatics
    The Business Journal
    August 11, 2006
  • Google Urges Collaborative Culture
    The Arizona Republic
    April 13, 2006
  • EEG Influencing Product Design: Machinery, Websites, Video Games
    ABM Newsletter
    Spring 2006
  • Angels Look for Investment
    The Arizona Republic Online Print Edition
    November 29, 2004
  • 4 Win State Innovator of Year Awards at Ceremony
    Arizona Business Gazette
    November 25, 2004
  • Arizona Technology Industry Leaders and Achievements Honored at Governor’s Celebration of Innovation Awards Gala
    Business Wire
    November 19, 2004
  • Celebration of Innovation Honors Many
    The Arizona Republic
    November 19, 2004
  • Computers Adapted to Bring ‘Sight’ to the Blind
    The Business Journal
    Nov. 19, 2004
  • Business News in Brief
    Arizona Daily Star
    November 19, 2004
  • Product Could Help Therapists Better Analyze Motion
    The Business Journal
    November 12, 2004
  • Kenneth Spector and Coding Without Seeing the Screen Number
    The Channel 9 Team
    August 10, 2004
  • Pair’s Plan Wins at ASU Motion–Capture System Would Aid Rehab Analysis
    The Arizona Republic
    April 15, 2004
  • Out of the Darkness
    Research Magazine of Scholarship and Creative Activity
    Summer 2003
  • Completing the Picture
    East Valley Tribune
    Mar 31, 2003
  • A Lot to be Thankful For
    Arizona Republic
    November 28, 2002
  • Great Research…One Discovery at a Time Facial Recognition Technology May Aid Visually Impaired
    ASU Gazette
    April 2, 2002
  • Scan Man: Biometrics Could Help with Airport Security Checks
    The Business Journal
    September 28, 2001
  • Face Recognition
    Channel 5 News Presentation
    November 11, 2001
  • Media Processors
    The Technology Voice
    July 15, 1997
  • Engineering’s Dr. Panch
    The Gazette
    June 1, 1990
Newspaper/Articles/Vimeos Published by ASU
  • ASU named No. 1 in innovation for 5th consecutive year
    ASU Now
    September 8, 2019
    Read more
  • Water experts share challenges, optimism as climate change bears down
    ASU Now
    August 27, 2019
    Read more
  • ASU engineering faculty members named as senior members of the National Academy of Inventors
    ASU Now
    August 15, 2019
    Read more
  • DARPA grants ASU up to $38.8 million to create epigenetic tool for fight against weapons of mass destruction
    ASU Now
    July 22, 2019
    Read more
  • Science Foundation Arizona positions its future with ASU
    ASU Now
    July 1, 2019
    Read more
  • ASU Jumps to Top 10 in Global Patent Rankings
    ASU Now
    June 5, 2019
  • ASU Professor Named to Fast Company’s Most Creative People in Business 2019
    ASU Now
    May 23, 2019
  • ASU Moves Up in Times Higher Education Ranking
    ASU Graduate Insider
    April 3, 2019
  • ASU partners with Mitsubishi Chemical Holdings to initiate one-of-a-kind Global KAITEKI Center
    ASU Now
    April 1, 2019
  • Hundreds of students receive prestigious fellowships through Graduate College initiatives
    ASU Now
    March 29, 2019
  • Empowering women to cross the finish line for STEM doctoral degrees
    ASU Now
    March 26, 2019
  • ASU Barrow Neurological Institute partner to advance neuroengineering
    ASU Now
    March 21, 2019
  • Groundbreaking celebrates new PBC Innovation Center
    ASU Now
    March 14, 2019
  • NSF grant aims to expand diversity, inclusion for ASU STEM faculty
    ASU Now
    February 21, 2019
  • Four ASU faculty named Senior Members of National Academy of Investors
    ASU Now
    February 13, 2019
  • ASU University of Rhode Island launch Innovation Campus
    ASU Now
    December 31, 2018
  • ASU rises in national research rankings
    ASU Now
    December 20, 2018
  • Venture Devils program helps ASU-affiliated startups soar
    ASU Now
    December 17, 2018
  • National Academy of Investors named 2 ASU researchers as 2018 Fellows
    ASU Now
    December 11, 2018
  • ASU Amazon Web Services collaborate on Smart City Cloud Innovation Center
    ASU Now
    November 15, 2018
  • ASU professor recognized at Governor’s Celebration of Innovation

    November 14, 2018
  • APLU recognizes ASU for internationalization efforts
    ASU Now
    November 2, 2018
  • Driving innovation in Arizona
    ASU Now
    November 2, 2018
    A Q&A with Sethuraman Panchanathan
  • Omani delegation visits ASU
    ASU Now
    November 1, 2018
  • ASU-based technologies continue to flood the market with a boost from Skysong Innovations
    ASU Now
    October 22, 2018
  • Subzero sustainability
    ASU Now
    October 1, 2018
  • $3 million grant supports education and training on smart cities
    ASU Now
    September 21, 2018
  • Science at the forefront of Biodesign C grand opening
    ASU Now
    September 17, 2018
  • Arizona State University ranked No. 17 globally in patents
    ASU Now
    June 5, 2018
  • ASU
    Hiroshima University sign agreement on exchanges
    ASU Now
    May 18, 2018
  • ASU selects Susan M. Pepin to lead new health initiatives
    ASU Now
    May 14, 2018
  • Disruptors in the desert: Jen Cole to head new national accelerator at ASU
    ASU Now
    April 25, 2018
  • Sun Devil 100 honors fastest-growing ASU-led businesses
    ASU Now
    April 25, 2018
  • Cronkite School students produce new primetime science series for Arizona PBS
    ASU Now
    April 24, 2018
  • Safe sustainable science earns research praise
    ASU Now
    April 10, 2018
  • ASU enters international partnership to accelerate research collaborations, educational reforms in Japan
    ASU Now
    April 4, 2018
  • ASU nanotechnology facility provides springboard for startups
    ASU Now
    March 22, 2018
  • Sethuraman Panchanathan elected to Oak Ridge Associated Universities Board of Directors
    ASU Now
    March 20, 2018
    Read more
  • University ranks 9th in U.S. for research expenditures for institutions of higher education without medical schools
    ASU Now
    December 15, 2017
  • ASU engineering faculty win award with innovative “person-centered” multimedia paradigm

    December 13, 2017
  • National Academy of Inventors announces pair of ASU researchers as 2017 fellows
    ASU Now
    December 13, 2017
  • Seven ASU members elected fellows to prestigious scientific society
    ASU Now
    November 20, 2017
  • Q&A on the value of science in society
    ASU Now
    November 20, 2017
  • ASU’s photovoltaics program earns 6 Energy Department SunShot Awards
    ASU Now
    July 17, 2017
    Read more
  • ASU Climbs 8 spots in global patent ranking
    ASU Now
    June 6, 2017
    Read more
  • Distinguished alum awards honor ASU’s chief research and innovation officer
    ASU Now
    May 18, 2017
    Read more
  • ASU surges in tech transfer rankings
    ASU Now
    April 20, 2017
  • ASU joins Oak Ridge Associated Universities
    ASU Now
    April 19, 2017
  • ASU and KAUST partner on innovation and entrepreneurial programming
    ASU Now
    April 10, 2017
    Read more
  • ASU ranked among top universities in research spending
    The State Press
    April 6, 2017
    Read more
  • ASU Appoints Josh LaBaer as new Biodesign Institute executive director
    ASU Now
    March 30, 2017
  • ASU celebrates its innovators as new chapter of National Academy of Inventors launches at university
    ASU Now
    March 24, 2017
    Read more
  • Personalized medicine is almost here, says national expert
    ASU Now
    March 22, 2017
    Read more
  • ASU ranks high in National Science Foundation’s research list
    ASU Now
    March 22, 2017
    Read more
  • ASU-wide hackathon calls on student innovators from all backgrounds
    ASU Now
    March 22, 2017
    Read more
  • TEDxASU event to showcase ‘Innovation work Sharing’
    ASU Now
    March 20, 2017
    Read more
  • ASU’s Panchanathan receives IEEE leadership and service award
    ASU Now
    February 7, 2017
    Read more
  • Metal asteroid Psyche to offer unique look into violent collision that created Earth, terrestrial planets
    ASU Now
    January 4, 2017
    Read more
  • ASU among the nation’s top recipients of federal funding for social, behavioral science research
    ASU Now
    December 21, 2016
    Read more
  • ASU chief of research and innovation named chair of APLU Council on Research
    ASU Now
    December 13, 2016
    Read more
  • University’s researchers are thinking across disciplinary lines to tackle the world’s complex challenges
    ASU Now
    December 12, 2016
    Read more
  • ASU selected as institutional partner for renowned transdisciplinary organization
    ASU Now
    December 5, 2016
    Read more
  • ASU receives APLU innovation Award
    ASU Now
    November 16, 2016
    Read more
  • CUbiC Opens Doors to Award-winning High School Researcher
    ASU Now
    November 10, 2016
    Read more
  • ASU’s chief of research and innovation appointed to National Academy of Inventors board
    ASU Now
    August 10, 2016
    Read more
  • ASU’s Chief Research and Innovation Officer named to Arizona Secretary of State Advisory Council
    ASU Now
    March 18, 2016
    Read more
  • Exploring Antarctica: ASU Plants its Flag
    ASU Now
    January 26, 2016
    Read more
  • ASU Partners with Mayo Clinic to Combat Alzheimer’s, Other Issues Facing Medical Industry
    The State Press
    December 2, 2015
    Read more
  • ASU first to receive ‘Most Innovative School Award’
    The State Press
    September 9, 2015
    Read more
  • President Obama appoints Arizona State’s Sethuraman Panchanathan to National Science Board
    Arizona State University News Release
    June 13, 2014
  • University presidents pitch lawmakers on value of research
    Cronkite News
    February 26, 2014
  • ABOR launches database for research collaboration
    The State Press
    February 18, 2014
  • ASU Arizona Science Center partnership aims to promote STEM education
    ASU Insight
    October 24, 2012
    Read more
  • New research facility focuses on solving global challenges
    ASU NEWS online
    October 24, 2012
    Read more
  • Reconstructing Academia
    ASU magazine
    September 20, 2012
  • ASU’s new science building will push boundaries of research, exploration
    ASU NEWS online
    September 19, 2012
    Read more
  • Senator John McCain Visits Flexible Display Center, ASU’s Week in Pictures
    ASU NEWS online
    April 12, 2012
    Read more
  • Walk for Values USA comes to Tempe Beach Park
    The State Press
    January 23, 2012
  • Panchanathan named Senior Vice-President for Knowledge Enterprise Development
    ASU NEWS online
    October 9, 2011
    Read more
  • Team Note-Taker takes second place in Microsoft Imagine Cup World Finals
    The State Press
    July 25, 2011
    Read more
  • ASU Team Wins Top National Student Technology Competition
    ASU NEWS online
    June 10, 2011
    Read more
  • A Conversation with Panch
    ASU College of Technology & Innovation, Research Matters
    March 15, 2011
  • ASU Mayo Clinic Enhance Collaboration with Forman Commitment
    ASU News online
    February 15, 2011
    Read more
  • ASU Reports Record Growth in Research Awards
    ASU NEWS Online
    October 1, 2010
  • Students create note-taking device for visually impaired
    The State Press
    July 19, 2010
  • ASU makes school history, tops $300M in research expenditures
    ASU Insight
    October 23, 2009
  • ASU hits $300M research spending milestone for 2009 fiscal year
    The State Press
    October 28, 2009
  • ASU Nets $32M in Federal Stimulus Research Grants
    ASU Insight
    October 2, 2009
  • Sethuraman “Panch” Panchanathan In the Spotlight
    ASU Insight
    June 26, 2009
  • Panchanathan takes Lead Role in Boosting ASU Research Opportunities
    ASU Insight
    February 13, 2009
  • ASU’s Greenes Garners top Honors in Field of Biomedical Informatics
    ASU Insight
    April 18, 2008
  • Engineering Faculty Members Win Award
    ASU Insight
    February 15, 2008
  • ASU–UA Partners Advance Medicine
    ASU Insight
    December 14, 2007
  • Expanding Informatics, School of Computing and Informatics Offers Two New Academic Programs
    Full Circle Engineering News for Alumni and Friends
    Fall 2007
  • At the Forefront of Improving Health Care, Biomedical Informatics Program Forging Innovative Collaborations of Science, Engineering
    ASU Fulton News Online
    August 17, 2007
  • Medical College Students Begin Classes
    ASU News Online
    August 13, 2007.
  • Novel Interdisciplinary Collaborations Bring Sea Change to Surgical Training Through Virtual Reality
    Health Technology Trends
    June 1, 2007
  • Consortium for Embedded Systems Sets Stage to Make Global Impact

    ASU Insight, 2007
  • Focus on Fusion, ASU Faculty Spotlight Video
    ASU News and Information Center
    February 20, 2007
    Read more
  • Davulcu’s Research Corrals NSF Career Award
    ASU Insight
    January 26, 2007
  • Patel Joins ASU’s Biomedical Informatics Group
    ASU Insight
    January 26, 2007
  • Medicine for the 21st Century
    CLASNEWS
    Fall/Winter 2006
  • Medical School May Bolster Downtown Economy, Jobs
    The State Press
    October 17, 2006
  • ASU Ramps Up Efforts to Meet Health Care Challenges
    ASU Insight
    September 8, 2006
  • Biomedical Campus Melds ASU, UA strengths
    ASU Insight
    August 31, 2006
  • Director Sees Transformative Power in New School of Computing and Informatics
    ASU Insight
    August 31, 2006
  • Biomedical Campus Melds ASU, UA Strengths, Faculty
    ASU Insight
    August 25, 2006
  • Biomedical Informatics Ties Together Medical Data, Computing Advances
    ASU Insight
    February 17, 2006
  • Medicine by the Numbers
    ASU Magazine
    January 15, 2006
  • Innovation Awards Highlight ASU Researchers’ Achievements
    ASU Insight
    December 1, 2004
  • Rowe’s IT Expertise a Plus for Computing Institute
    ASU Insight
    April 23, 2004
  • ASU Creates New Computer, Information Sciences Institute
    ASU Insight
    April 22, 2003
  • Accessible Education: Group Helps Blind Student Navigate through Degree Program
    ASU Insight
    December 13, 2002
  • Panch Sees A Useful Future for Facial Recognition Technology
    Full Circle
    Spring 2002
  • Imagining the Visual World
    School of Engineering & Applied Science Research Magazine
    2002
  • Research Innovation–Improving the Human Condition
    ASU Vision
    July 1, 2002– June 30, 2003
  • Panchanathan, El–Gazaly Receive Fellow Distinction
    ASU Insight
    February 1, 2001
Recent LinkedIn and Medium Editorial Posts
  • Access to education for all
    Medium
    July 29, 2019
    Read more
  • Responding to Global Challenges with Research-Based Solutions
    Medium
    June 28, 2019
    Read more
  • How Universities Can Make Their Students AI-proof
    Medium
    June 19, 2019
    Read more
  • Corporate Partnerships Drive High-Level Collaboration at ASU
    Medium
    May 29, 2019
    Read more
  • Fighting against Alzheimer’s and memory disorders
    Medium
    April 23, 2019
    Read more
  • A Look Back at the 2019 National Academy of Inventors Annual Meeting
    Medium
    April 17, 2019
    Read more
  • Pushing Boundaries: Lessons from ASU’s Thought Leaders
    Medium
    March 26, 2019
    Read more
  • A Strategy for Mission Readiness
    Medium
    February 26, 2019
    Read more
  • Symbiotic strength
    Medium
    January 30, 2019
    Read more
  • Driving innovation in Arizona
    LinkedIn
    November 5, 2018
    Read more
  • A guide to accelerating innovation
    Medium
    October 10, 2018
    Read more
  • 5 Ways Universities Can Encourage Entrepreneurial and Innovative Thinkers
    Medium
    May 14, 2018
    Read more
  • Key to success in the future of work? Experiential learning
    Medium
    May 5, 2018
    Read more
  • The Future of Work: How ASU is preparing the workforce of tomorrow
    Medium
    April 20, 2018
    Read more
  • How Stephen Hawking reclaimed his voice – and helped others do the same
    Medium
    March 23, 2018
    Read more
  • How partnerships drive innovation
    Medium
    February 26, 2018
    Read more
  • How to change the world? Let students lead
    Medium
    December 8, 2017
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  • What can an innovation ecosystem do for you?
    Medium
    October 13, 2017
    Read more

Publication Details

Papers in Refereed Journals
  • C. D. C. Health, T. McDaniel, H. Venkateswara, and S. Panchanathan
    “Improving Communication Skills of Children with Autism through Support of Applied Behavioral Analysis Treatments using Multimedia Computing: A Survey”
    Universal Access in the Information Society
    2019
    to appear
  • T. McDaniel, D. Tran, A. Chowdhury, B. Fakhri, and S. Panchanathan
    “Recognition of Tactile Facial Action Units by Individuals Who Are Blind and Sighted: A Comparative Study”
    MDPI Multimodal Technologies and Interaction, Vol. 3, No. 2, pp. 1-17
    2019
    under review
  • H.Venkateswara, T. McDaniel, R. Tadayon, and S. Panchanathan
    “Person-centered Technologies for Individuals with Disabilities: Empowerment through Assistive and Rehabilitative Solutions”
    Technology & Innovation, Vol. 20, No. 1-2, pp. 117-132
    2018
  • S. Panchanathan, S. Chakraborty, T. McDaniel, R. Tadayon, B. Fakhri, N. O’Connor, M. Marsden, S. Little, K. McGuinness, and D. Monaghan
    “Enriching the Fan Experience in a Smart Stadium Using Internet of Things Technologies”
    International Journal of Semantic Computing, Special Issue on Best of ISM 2016, Vol. 11, p. 137
    2017
  • H. Venkateswara, S. Chakraborty, and S. Panchanathan
    “Deep-Learning Systems for Domain Adaptation in Computer Vision: Learning Transferable Feature Representations”
    IEEE Signal Processing Magazine, Vol. 34, No. 6, pp. 117-129
    2017
  • R. Tadayon, T. McDaniel, and S. Panchanathan
    “A Survey of Multimodal Systems and Techniques for Motor Learning”
    Journal of Information Processing Systems, invited manuscript, Vol. 13, pp. 8-25
    2017
  • S. Panchanathan, S. Chakraborty, T. McDaniel, and R. Tadayon
    “Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications”
    IEEE Multimedia Magazine, Vol. 23, pp. 12-19
    2016 (2017 IEEE MultiMedia Best Department Article Award, October, 2017)
  • S. Panchanathan, S. Chakraborty, and T. McDaniel
    “Social Interaction Assistant: A Person-Centered Approach to Enrich Social Interactions for Individuals with Visual Impairments”
    IEEE Journal of Selected Topics in Signal Processing, Vol. 10(5), pp. 942-951
    2016
  • S. Chakraborty, V. Balasubramanian, and S. Panchanathan
    “Adaptive Batch Mode Active Learning”
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 26(8), pp. 1747–1760
    2015
  • S. Chakraborty, V. Balasubramanian, Q. Sun S. Panchanathan, and J. Ye
    “Active Batch Selection via Convex Relaxations with Guaranteed Solution Bounds”
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 37(10), pp. 1945–1958
    2015
  • S. Panchanathan, and T. McDaniel
    “Person-centered accessible technologies and computing solutions through interdisciplinary and integrated perspectives from disability research”
    International Journal Universal Access in the Information Society – Special Issue on User Experience and Access using Augmented and Multimedia Technologies, Vol. 14(3), pp. 415–426
    2014
  • V. Balasubramanian, S. Chakraborty and S. Panchanathan
    “Conformal Predictions for Information Fusion“
    Annals of Mathematics and Artificial Intelligence, Vol. 74, (1–2), pp. 45–65
    2014
  • S. Chakraborty, V. Balasubramanian, and S. Panchanathan
    “Generalized Batch Mode Active Learning for Face-Based Biometric Recognition”
    Pattern Recognition, Vol. 46(2), pp. 497–508
    2013
  • R. Chattopadhyay, Z. Wang, W. Fan, I. Davidson, S. Panchanathan, and J. Ye
    “Batch Mode Active Sampling based on Marginal Probability Distribution Matching“
    Invited Paper. ACM Transactions on Knowledge Discovery from Data (TKDD) – Special Issue on the Best of SIGKDD, Vol. 7(3), pp. 13:1–13:25
    2013
  • R. Chattopadhyay, Q. Sun, W. Fan, I. Davidson, S. Panchanathan, and J. Ye
    “Multi-Source Domain Adaptation and Its Application to Early Detection of Fatigue“
    ACM Transactions on Knowledge Discovery from Data, Vol. 6(4), pp. 18:1–18:26
    2012
  • R. Chattopadhyay, M. Jesunathadas, B. Poston, M. Santello, J. Ye, and S. Panchanathan
    “A Subject- Independent Method for Automatically Grading Electromyographic Features during a Fatiguing Contraction“
    IEEE Transactions on Biomedical Engineering, Vol. 59(6), pp. 1749–1757
    2012
  • S. Kumar, C. Konikoff, B. Van Emden, C. Busick, K. Davis, S. Ji, L. Wu, T. Brody, J. Ye, S. Panchanathan, T. Karr, K. Gerold, M. McCutchan, and S. Newfeld
    “Flyexpress: Visual Mining of Spatiotemporal Patterns for Genes and Publications in Drosophila Embryogenesis“
    Bioinformatics, Vol. 27(23), pp. 3319–3320
    2011
  • J. Rosenthal, N. Edwards, D. Villanueva, S. Krishna, T. McDaniel, and S. Panchanathan
    “Design, Implementation, and Case Study of a Pragmatic Vibrotactile Belt“
    IEEE Transactions on Instrumentation and Measurement, Vol. 60(1), pp. 114–125
    2011
  • L. Gade, S. Krishna, and S. Panchanathan
    “Person Localization in a Wearable Camera Platform Toward Assistive  Technology  for  Social  Interactions,”  Special  Issue  of  Media  Solutions that Improve Accessibility to Disabled Users
    Ubiquitous Computing and Communication Journal, Vol. 5, pp. 52–69
    2010
  • M. Vankipuram, K. Kahol, A. McLaren, and S. Panchanathan
    “A Virtual Reality Simulator for Orthopedic Basic Skills: A Design and Validation Study“
    Journal of Biomedical Informatics, Vol. 43(5), pp. 661–668
    2010
  • N. C. Krishnan, D. Colbry, C. Juillard, and S. Panchanathan
    “Recognition of Hand Movements Using Wearable Accelerometers“
    Journal of Ambient Intelligent and Smart Environments – Special Issue on Wearable Computing, Vol. 1(2), pp. 143–155
    2009
  • R. Greenes and S. Panchanathan
    “Biomedical Informatics in the Desert–A New and Unique Program at Arizona State University“
    IMIA Yearbook of Medical Informatics, pp. 150–156
    2008
  • D. Homa, K. Kahol, P. Tripathi, L. Bratton, and S. Panchanathan
    “Haptic Concepts in the Blind“
    Attention, Perception, & Psychophysics, Vol. 71(4), pp. 690–698
    2008
  • K. Kahol, M. Leyba, M. Deka, V. Deka, S. Mayes, M. Smith, J. Ferrara, and S. Panchanathan
    “Effect of Fatigue on Psychomotor and Cognitive Skills“
    American Journal of Surgery, Vol. 195(2), pp. 195–204
    2008
  • V. Balasubramanian, S. Krishna, and S. Panchanathan
    “Person–Independent Head Pose Estimation Using Biased Manifold Embedding“
    EURASIP Journal on Advances in Signal Processing, Vol. 2008 (1), pp. 1–15
    2007
  • K. Kahol and S. Panchanathan
    “Neuro-cognitively Inspired Haptic User Interfaces“
    Multimedia Tools and Applications, Vol. 37(1), pp. 15–38
    2008
  • N. Bourbakis, P. Kakumanu, S. Makrogiannis, R. Bryll, and S. Panchanathan
    “Neural Network Approach for Image Chromatic Adaptation for Skin Color Detection“
    International Journal of Neural Systems, Vol. 17(1), pp. 1–12
    2007
  • K. Kahol, P. Tripathi, and S. Panchanathan
    “Documenting Motion Sequences with a Personalized Annotation System“
    IEEE Multimedia, Vol. 13(1), pp. 37–45
    2006
  • S. Kumar, L. Xu, M.K. Mandal, and S. Panchanathan
    “Error Resiliency Schemes in H.264/AVC Standard“
    Journal of Visual Communication Image Representation, Vol. 17(2), pp. 425–450
    2006
  • O. Lotfallah and S. Panchanathan
    “Network Performance Analysis of Advanced Video Coding Schemes“
    Journal of Visual Communication and Image Representation, Vol. 17(2), pp. 467–489
    2006
  • O. Lotfallah, M. Reisslein, and S. Panchanathan
    “Adaptive Video Transmission Schemes Using MPEG–7 Motion Intensity Descriptor“
    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 16(8), pp. 929–946
    2006
  • K. Kahol, P. Tripathi, T. McDaniel, L. Bratton, and S. Panchanathan
    “Modeling Context in Haptic Perception, Rendering and Visualization“
    ACM Transactions on Multimedia Computing, Communications, and Applications, Vol. 2(3), pp. 219–240
    2006
  • O. Lotfallah, M. Reisslein, and S. Panchanathan
    “A Framework for Advanced Video Traces: Evaluating Visual Quality for Video Transmission over Lossy Networks“
    EURASIP Journal of Applied Signal Processing, Vol. 2006 (1), pp. 1–21
    2006
  • K. Kahol and S. Panchanathan
    “Distal Object Perception through Haptic User Interfaces for Individuals who are Blind“
    ACM SIGACCESS, Accessibility and Computing, Vol. 2006(84), pp. 30–33
    2006
  • G. F. Fahmy, J. Black, and S. Panchanathan
    “Texture Characterization for Joint Compression and Classification Based on Human Perception in the Wavelet Domain“
    IEEE Transactions on Image Processing, Vol. 15(6), pp. 1389–1396
    2006
  • K. Kahol, P. Tripathi, and S. Panchanathan
    “Recognizing Everyday Human Movements through Human Anatomy Based Coupled Hidden Markov Models“
    International Journal on Systemics, Cybernetics and Informatics, pp. 25–31
    2005
  • A. Dasu, A. Sudarsanam, and S. Panchanathan
    “Design of Embedded Compute-Intensive Processing Elements and their Scheduling in a Reconfigurable Environment“
    Canadian Journal of Electrical and Computer Engineering (CJECE), Vol. 30(2), pp. 103–113
    2005
  • A. Dasu and S. Panchanathan
    “A Wavelet Based Sprite Codec“
    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 14(2), pp. 244–255
    2004
  • R. Gurunathan, B. Van Emden, S. Panchanathan, and S. Kumar
    “Identifying Spatially- Similar Gene Expression Patterns in Early Stage Fruit Fly Embryo Images: Binary Feature Versus Invariant Moment Digital Representations“
    BMC Bioinformatics, Vol. 5(1), pp. 202
    2004
  • G. F. Fahmy, and S. Panchanathan
    “A Lifting Based System for Compression and Classification trade off in the JPEG2000 Framework“
    Journal of Visual Communication and Image Representation, Vol. 15(2), pp. 145–162
    2004
  • J. Bhalod, G. F. Fahmy, and S. Panchanathan
    “Content Based Indexing in the Wavelet Domain“
    Asian Journal of Information Technology, Vol. 2(2), pp. 109–122
    2003
  • A. Aravind, S. Panchanathan
    “Reconfigurable Media Processing”
    Parallel Computing, Vol. 28(7), pp. 1111–1139
    2002
  • S. Kumar, K. Jayaraman, S. Panchanathan, R. Gurunathan, A. Marti–Subirana, and J. Newfeld
    “Genetics Software BEST: A Novel Computational Approach for Comparing Gene Expression Patterns From Early Stages of Drosophila melanogaster Development“
    Genetics, Vol. 162(4), pp. 2037–2047
    2002
  • Y. Park, P. Kim, J.–J. Song, and S. Panchanathan
    “Toward Retrieval of Visual Information Based on the Semantic Models“
    Lecture Notes in Computer Science, Vol. 2453, pp. 841–850
    2002
  • A. Dasu and S. Panchanathan
    “A Survey of Media Processing Approaches“
    IEEE Transactions on Circuits and Systems for Video Technology – Special issue on Multimedia Implementations, Vol. 12(8), pp. 633–645
    2002
  • A. Dasu and S. Panchanathan
    “Reconfigurable Media Processing“
    Parallel Computing, Vol. 28(7- 8), pp. 1111–1139
    2002
  • Y. C. Park, P.K. Kim, F. Golshani, and S. Panchanathan
    “Concept–based Visual Information Management with Large Lexical Corpus“
    Lecture Notes in Computer Science, Vol. 2113, pp. 350– 360
    2001
  • Y. C. Park, P. Kim, F. Golshani, and S. Panchanathan
    “A Logical Framework for Visual Information Modeling and Management“
    Special Issue on Multimedia Communication Services in Circuits, Systems and Signal Processing, Vol. 20(2), pp. 271–291
    2001
  • M. K. Mandal and S. Panchanathan
    “Video Segmentation in the Wavelet Compressed Domain“
    special issue on Multimedia Database Management, Journal of Visual Communication and Image Representation, Vol. 12(1), pp. 17–28
    2001
  • M. K. Mandal, S. Panchanathan, and T. Aboulnasr
    “Adaptive Bit Allocation and Resolution Selection Techniques for Motion Estimation in Wavelet-based Video Coder“
    Canadian Journal of Electrical and Computer Engineering, Vol. 25(3), pp. 113–120
    2000
  • A. David and S. Panchanathan
    “Wavelet–histogram Method for Face Recognition“
    Journal of Electronic Imaging, Vol. 9(2), pp. 217–225
    2000
  • M. K. Mandal and S. Panchanathan
    “Integrated Compression and Indexing of Video in the Wavelet Domain“
    Journal of Electronic Imaging, Vol. 9(2), pp. 85–100
    2000
  • T. M. Le, R. Mason, and S. Panchanathan
    “Low Complexity Block Motion Estimation using Morphological–based Feature Extraction and XOR Operations“
    Journal of Electronic Imaging, Vol. 9(2), pp. 110–116
    2000
  • M. K. Mandal, S. Panchanathan, and T. Aboulnasr
    “Fast Wavelet Histogram Techniques for Image Indexing“
    Computer Vision and Image Understanding, Vol. 75(1), pp. 99–110
    1999
  • M. K. Mandal, F. Idris, and S. Panchanathan
    “A Critical Evaluation of Image and Video Indexing Techniques in the Compressed Domain“
    special issue on Content–based Image Indexing in Image and Vision Computing, Vol. 17(7), pp. 513–529
    1999
  • O. Fatemi and S. Panchanathan
    “Fractal Engine – An Affine Transform Video Core for Multimedia Applications“
    invited paper for special issue on Image and Video Processing for Emerging Interactive Multimedia, IEEE Trans. on Circuits and Systems for Video Technology, Vol. 8(7), pp. 892–908
    1998
  • F. Idris and S. Panchanathan
    “Frame Adaptive Vector Quantization“
    Journal of Visual Communication and Image Representation, Vol. 9(2), pp. 107–118
    1998
  • M. K. Mandal, S. Panchanathan, and T. Aboulnasr
    “Illumination Invariant Image Indexing using Moments and Wavelets“
    Journal of Electronic Imaging, Vol. 7(2), pp. 282–293
    1998
  • N. Gamaz, X. Huang, and S. Panchanathan
    “Robust Scene Change Detection in the MPEG Compressed Domain“
    special issue on Visual Computing and Communications, Canadian Journal of Electrical and Computer Engineering, Vol. 23(1–2), pp. 95–99
    1998
  • Q. Hu and S. Panchanathan
    “Image/Video Scalability in Compressed Domain“
    special issue on Multimedia Communications in IEEE Trans. on Industrial Electronics, Vol. 45(1), pp. 23–31
    1998
  • F. Idris and S. Panchanathan
    “Spatio–Temporal Indexing of Vector Quantized Video Sequences“
    IEEE Trans. on Circuits and Systems for Video Technology, Vol. 7(5), pp. 728–740
    1997
  • F. Idris and S. Panchanathan
    “Storage and Retrieval of Compressed Images using Wavelet Vector Quantization“
    Journal of Visual Languages and Computing, Vol. 8(3), pp. 289 – 301
    1997
  • F. Idris and S. Panchanathan
    “Image and Video Indexing Using Vector Quantization“
    Machine Vision and Applications, Vol. 10(2), pp. 43–50
    1997
  • F. Idris and S. Panchanathan
    “Review of Image and Video Indexing Techniques“
    special issue on Indexing, Storage and Retrieval of Images and Video, Journal of Visual Communication and Image Representation, Vol. 8(2), pp. 146–166, June 1997
  • A. Grzeszczak, M.K. Mandal, T.H. Yeap, and S. Panchanathan
    “VLSI Implementation of Discrete Wavelet Transform“
    IEEE Trans. on VLSI Systems, Vol. 4(4), pp. 421–433
    1996
  • M. K. Mandal, T. Aboulnasr, and S. Panchanathan
    “Image Indexing using Moments and Wavelets“
    IEEE Trans. on Consumer Electronics, Vol. 42(3), pp. 557–565
    1996
  • M. K. Mandal, S. Panchanathan, and T. Aboulnasr
    “Choice of Wavelets for Image Compression“
    Lecture Notes in Computer Science, Vol. 1133, pp. 239–249
    1996
  • S. Panchanathan, N. Gamaz, and A. Jain
    “JPEG based Scalable Image Compression“
    Computer Communications, Vol. 19(12), pp. 1001–1013
    1996
  • S. Chang, S. Boothroyd, P. Palacharla, and S. Panchanathan
    “Rotation–invariant Pattern Recognition using a Joint Transform Correlator“
    Optics Communications, Vol. 127(1-3), pp. 107–116
    1996
  • S. Panchanathan, N. Gamaz, and A. Jain
    “Image Scalability using Wavelet Vector Quantization“
    special issue on Multimedia Imaging, Journal of Electronic Imaging, Vol. 5(2), pp. 167–175
    1996
  • X. Wang, E. Chan, M.K. Mandal, and S. Panchanathan
    “Wavelet–based Image Coding using Nonlinear Interpolative Vector Quantization“
    IEEE Trans. on Image Processing, Vol. 5(3), pp. 518– 522
    1996
  • M. K. Mandal, E. Chan, X. Wang, and S. Panchanathan
    “Multiresolution Motion Estimation Techniques for Video Compression“
    special issue on Visual Communications in  Optical Engineering, Vol. 35(1), pp. 128–136
    1996
  • G. Iyengar and S. Panchanathan
    “Systolic Array Architecture for Gabor Decomposition“
    IEEE Trans. on Circuits and Systems for Video Technology, Vol. 5(4), pp. 355–359
    1995
  • T. M. Le and S. Panchanathan
    “Computational RAM Implementation of an Adaptive Vector Quantization Algorithm for Video Compression“
    IEEE Trans. on Consumer Electronics, Vol. 41(3), pp. 738–747
    1995
  • F. Idris and S. Panchanathan
    “Storage and Retrieval of Compressed Images“
    IEEE Trans. on Consumer Electronics, Vol. 41(3), pp. 937–941
    1995
  • F. Idris and S. Panchanathan
    “Associative Memory Architecture for Video Compression“
    IEE Proceedings: Computers and Digital Techniques, Vol. 142(1), pp. 55–64
    1995
  • E. Chan, R. Gandhi, A. Rodriguez, and S. Panchanathan
    “Experiments on Block-Matching Techniques for Video Coding“
    Multimedia Systems, Vol. 2(5), pp. 228–241
    1994
  • A. Jain and S. Panchanathan
    “Scalable Compression for Image Browsing“
    IEEE Trans. on Consumer Electronics, Vol. 40(3), pp. 394–404
    1994
  • O. Fatemi, F. Idris, and S. Panchanathan
    “FPGA Implementation of the LRU Algorithm for Video Compression“
    IEEE Trans. on Consumer Electronics, Vol. 40(3), pp. 337–344
    1994
  • E. Chan and S. Panchanathan
    “Motion Estimation Architecture for Video Compression“
    IEEE Trans. on Consumer Electronics, Vol. 39(3), pp. 292–297
    1993
  • L. Zhang, S. Panchanathan, and M. Goldberg
    “Frame Replenishment Coding over Noisy Channels”
    IEE Proceedings: Part I – Communications, Speech and Vision, Vol. 140(2), pp. 144–151
    1993
  • S. Panchanathan
    “Universal Architecture for Matrix Transposition“
    IEEE Proceedings:  Part E – Computers and Digital Techniques, Vol. 139(5), pp. 387–392
    1992
  • S. Panchanathan and M. Goldberg
    “Adaptive Algorithms for Image Coding Using Vector Quantization“
    Signal Processing: Image Communication, Vol. 4(1), pp. 81–92
    1991
  • Panchanathan and M. Goldberg
    “A Content–Addressable Memory Architecture for Image Coding Using Vector Quantization“
    IEEE Trans. on Signal Processing, Vol. 39(9), pp. 2066– 2078
    1991
  • S. Panchanathan and M. Goldberg
    “A Systolic Array Architecture for Image Coding using Adaptive Vector Quantization“
    IEEE Trans. on Circuits and Systems for Video Technology, Vol. 1(2), pp. 222–229
    1991
  • S. Panchanathan and M. Goldberg
    “A Mini–Max Algorithm for Image Adaptive Vector Quantization“
    IEE Proceedings: Part I – Communications, Speech and Vision, Vol. 138(1), pp. 53–60
    1991
Papers in Refereed Conference Proceedings
  • S. Panchanathan, R. Tadayon, T. McDaniel, and V. Chacham, “An Interdisciplinary Framework for Citizen-Centered Smart Cities and Smart Living”
    International Conference on Smart Multimedia, San Diego, CA
    December 2019
    to appear
  • B. Fakhri, T. McDaniel, H. B. Amor, H. Venkateswara, A. Chowdhury, and S. Panchanathan, “Foveated Haptic Gaze”
    International Conference on Smart Multimedia, San Diego, CA
    December 2019
    to appear
  • C. D. C. Heath, T. McDaniel, H. Venkateswara, and S. Panchanathan
    “Using Participatory Design to Create a User Interface for Analyzing Pivotal Response Treatment Video Probes”
    International Conference on Smart Multimedia, San Diego, CA
    December 2019
    under review
  • B. Nagabandi, A. Dudley, H. Venkateswara, and S. Panchanathan
    “Certain and Consistent Domain Adaptation”
    International Conference on Smart Multimedia, San Diego, CA
    December 2019
    under review
  • A. Dudley, B. Nagabandi, H. Venkateswara, and S. Panchanathan
    “Domain Adaptive Fusion for Adaptive Image Classification”
    International Conference on Smart Multimedia, San Diego, CA
    December 2019
    under review
  • M. Moore, C. D. C. Heath, and S. Panchanathan
    “The Blind Date: Improving the Accessibility of Mobile Dating Platforms for Individuals with Visual Impairments”
    Symposium on Signal and Information Processing for Person-centered and Citizen-centered Smart Living held in conjunction with 7th IEEE Global Conference on Signal and Information Processing (GlobalSIP), Ottawa, Canada
    November 2019
    under review
  • C. D. C. Heath, H. Venkateswara, T. McDaniel, and S. Panchanathan
    “Using Multimodal Data for Automated Fidelity Evaluation in Pivotal Response Treatment Videos”
    Symposium on Signal and Information Processing for Person-centered and Citizen-centered Smart Living held in conjunction with 7th IEEE Global Conference on Signal and Information Processing (GlobalSIP), Ottawa, Canada
    November 2019
    under review
  • R. Noziglia, T. McDaniel, D. Anderson, R. Tadayon, and S. Panchanathan
    “MisophoniAPP: Person-Centric Gamified Therapy for Smarter Treatment of Misophonia”
    Symposium on Signal and Information Processing for Person-centered and Citizen-centered Smart Living held in conjunction with 7th IEEE Global Conference on Signal and Information Processing (GlobalSIP), Ottawa, Canada
    November 2019
    under review
  • B. Duarte, T. McDaniel, A. Chowdhury, S. Gill, and S. Panchanathan
    “HaptWrap: Augmenting Non-Visual Travel via Visual-to-Tactile Mapping of Objects in Motion”
    2nd workshop on Multimedia for Accessible Human Computer Interfaces held in conjunction with ACM International Conference on Multimedia, Nice, France
    October 2019
    under review
  • M. Moore, M. Saxon, H. Venkateswara, V. Berisha, and S. Panchanathan
    “Say What? A Dataset for Exploring the Error Patterns that Two ASR Engines Make”
    INTERSPEECH 2019, Graz, Austria
    September 2019
    under review
  • P. Papreja, H. Venkateswara, and S. Panchanathan
    “Representation, Exploration and Recommendation of Music Playlists”
    12th International Workshop on Machine Learning and Music (MML 2019), Würzburg, Germany
    September 2019
    to appear
  • B. Fakhri, S. Sharma, B. Soni, A. Chowdhury, T. McDaniel, and S. Panchanathan
    “A Low Resolution Haptic Interface for Interactive Applications”
    Human-Computer Interaction International (HCII 2019), pp. 224-233, Orlando, FL
    July 2019
  • G. Kaplan, T. McDaniel, J. Abbas, R. Tadayon, and S. Panchanathan
    “A Time-Discrete Haptic Feedback System for Use by Lower-Limb Amputees During Gait”
    Human-Computer Interaction International (HCII 2019), pp. 250-261, Orlando, FL
    July 2019
  • C. D. C. Heath, T. McDaniel, H. Venkateswara, and S. Panchanathan
    “Parent and Child Voice Activity Detecting in Pivotal Response Treatment Video Probes”
    Human-Computer Interaction International (HCII 2019), pp. 270-286, Orlando, FL
    July 2019.
  • S. Panchanathan, T. McDaniel, R. Tadayon, A. Rukkila, and H. Venkateswara
    “Smart Stadia as Testbeds for Smart Cities: Enriching Fan Experiences and Improving Accessibility”
    International Conference on Computing, Networking and Communications (ICNC 2019), pp. 542-546, Honolulu, HI
    February 2019
  • A. Tadayon, T. McDaniel, and S. Panchanathan
    “Functional Case Study Evaluation of the SmartGym: An Anticipatory System to Detect Body Compliance”
    3rd International Workshop on Multimedia for Personal Health and Health Care – HealthMedia 2018 Interface held in conjunction with ACM International Conference on Multimedia, pp. 67-71, Seoul, South Korea
    October 2018
  • T. McDaniel, D. Tran, S. Devkota, K. DiLorenzo, B. Fakhri, and S. Panchanathan
    “Tactile Facial Expressions and Associated Emotions toward Accessible Social Interactions for Individuals Who Are Blind”
    1st Workshop on Multimedia for Accessible Human Computer Interface held in conjunction with ACM International Conference on Multimedia, pp. 25-32, Seoul, South Korea
    October 2018
  • H. Ranganathan, H. Venkateswara, S. Chakraborty, and S. Panchanathan
    “Multi-label Deep Active Learning With Label Correlation”
    IEEE International Conference on Image Processing (ICIP), pp. 3418-3244, Athens, Greece
    October 2018
  • M. Moore, T. McDaniel, and S. Panchanathan
    “Whistle-blowing ASRs: evaluating the need for more inclusive automatic speech recognition systems”
    Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 466-470, Hyderabad, Telangana, India
    September 2018
  • S. Panchanathan, R. Tadayon, H. Venkateswara, and T. McDaniel
    “Person-Centric Multimedia: How Individually Inspired Research Can Benefit Broader Populations”
    International Conference on Smart Multimedia (ICSM), pp. 51-64, Toulon, Cote D’Azur, France
    August 2018
  • B. Fakhri, A. Keech, J. Schlosser, E. Brooks, H. Venkateswara, S. Panchanathan, and Z. Kira
    “Deep Reinforcement Learning Methods for Navigational Aids”
    International Conference on Smart Multimedia (ICSM), pp. 66-75, Toulon, Cote D’Azur, France
    August 2018
  • J. Eusebio, H. Venkateswara, and S. Panchanathan
    “Semi-Supervised Adversarial Image-to-Image Translation”
    International Conference on Smart Multimedia (ICSM), pp. 334-344, Toulon, Cote D’Azur, France
    August 2018
  • T. McDaniel, S. Devkota, R. Tadayon, B. Duarte, B. Fakhri, and S. Panchanathan
    “Tactile Facial Action Units Toward Enriching Social Interactions for Individuals Who Are Blind”
    International Conference on Smart Multimedia (ICSM), pp. 3-14, Toulon, Cote D’Azur, France
    August 2018
  • C. D. C. Heath, H. Venkateswara, T. McDaniel, and S. Panchanathan
    “Detecting Attention in Pivotal Response Treatment Video Probes”
    International Conference on Smart Multimedia (ICSM), pp. 248-259, Toulon, Cote D’Azur, France
    August 2018
  • B. Duarte, T. McDaniel, R. Tadayon, S. Devkota, G. Strasser, C. Ramey, and S. Panchanathan
    “Haptic Vision: Augmenting Non-Visual Travel and Accessing Environmental Information at a Distance”
    International Conference on Smart Multimedia (ICSM), pp. 90-101, Toulon, Cote D’Azur, France
    August 2018
  • R. Tadayon, A. Amresh, T. McDaniel, and S. Panchanathan
    “Real-Time Stealth Intervention for Motor Learning Using Player Flow-State”
    IEEE 6th International Conference on Serious Games and Applications for Health (SeGAH), pp. 1-8, Vienna, Austria
    May 2018
  • H. Ranganathan, H. Venkateswara, S. Chakraborty, and S. Panchanathan
    “Deep Active Learning for Image Classification”
    IEEE International Conference on Image Processing (ICIP), pp. 3934-3938, Beijing, China
    September 2017
  • H. Venkateswara, J. Eusebio, S. Chakraborty, and S. Panchanathan
    “Deep Hashing Network for Unsupervised Domain Adaptation”
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 5018-5027, Honolulu, HI
    July 2017
  • H. Venkateswara, S. Chakraborty, T. McDaniel, and S. Panchanathan
    “Model Selection with Nonlinear Embedding for Unsupervised Domain Adaptations”
    KnowPros Workshop – Proceedings of the AAAI Conf. on Artificial Intelligence, San Francisco, CA
    February 2017
  • S. Panchanathan, S. Chakraborty, T. McDaniel, M. Bunch, N. O’Connor, S. Little, K. McGuinness, and M. Marsden
    “Smart Stadium for Smarter Living: Enriching the Fan Experience”
    in Proceedings, The 2016 IEEE International Symposium on Multimedia (ISM 2016), pp. 152-157, San Jose, CA
    December 2016
  • S. Yasmin, and S. Panchanathan
    “Haptic Mirror: A Platform for Active Exploration of Facial Expressions and Social Interaction by Individuals Who Are Blind”
    The 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry, Vol. 1, pp. 319-329,, Beijing, China
    December 2016
  • H. Ranganathan, S. Chakraborty, and S. Panchanathan
    “Transfer of Multimodal Emotion Features in Deep Belief Networks”
    Asilomar Conference on Signals, Systems and Computers, pp. 449-453, Pacific Grove, CA
    November 2016
  • H. Venkateswara, S. Chakrabory, S. Panchanathan
    “Nonlinear Embedding Transform for Unsupervised Domain Adaptation”
    TASK-CV, European Conference on Computer Vision Workshop (ECCV), pp. 451-457, Amsterdam, The Netherlands
    October 2016
  • H. Venkateswara, S. Chakrabory, S. Panchanathan
    “Nonlinear Embedding Transform for Unsupervised Domain Adaptation”
    TASK-CV, European Conference on Computer Vision Workshop (ECCV), pp. 451-457, Amsterdam, The Netherlands
    October 2016
  • J. Zia, A. Tadayon, T. McDaniel, S. Panchanathan
    “Utilizing Neural Networks to Predict Freezing of Gait in Parkinson’s Patients”
    The 18th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS ’16), pp. 333-334, Reno, NV
    October 2016.
  • M. Moore, and S. Panchanathan
    “TranslatAble: Giving Individuals with Complex Communication Needs a Voice through Speech and Gesture Recognition”
    The 18th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS ’16), Reno, NV
    October 2016
  • R. Tadayon, T. McDaniel, and S. Panchanathan
    “Autonomous Training Assistant: A System and Framework for Guided At-Home Motor Learning”
    The 18th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS ’16), pp. 293-294, Reno, NV
    October 2016
  • D. Monaghan, F. Honohan, A. Ahmadi, T. McDaniel, R. Tadayon, A. Karpur, K. Moran, N. E. O’Connor, and S. Panchanathan
    “A Multimodal Gamified Platform for Real-Time User Feedback in Sports Performance”
    ACM International Conference on Multimedia, pp. 708-710, Amsterdam, Netherlands
    September 2016.
  • H. Ranganathan, S. Chakraborty, and S. Panchanathan
    “Multimodal Emotion Recognition Using Deep Learning Architectures”
    IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, NY
    March 2016
  • P. Lade, H. Venkateswara, and S. Panchanathan
    “Regularized Supervised Topic Model for Continuous Emotion Analysis”
    IEEE International Conference on Machine Learning and Applications (ICMLA), Miami, FL
    December 2015.
  • H. Venkateswara, P. Lade, J. Ye, and S. Panchanathan
    “Efficient Approximate Solutions to Mutual Information Based Global Feature Selection”
    IEEE International Conference on Data Mining (ICDM), pp. 1009–1014, Atlantic City, NJ
    November 2015
  • H. Venkateswara, P. Lade, J. Ye, and S. Panchanathan
    “Coupled Support Vector Machines for Supervised Domain Adaptation”
    ACM International Conference on Multimedia, pp. 1295–1298, Brisbane, Australia
    October 2015
  • S. Chakraborty, V. Balasubramanian, A. R. Sankar, S. Panchanathan, and J. Ye
    “BatchRank: A Novel Batch Mode Active Learning Framework for Hierarchical Classification”
    21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp. 99–108, Sydney, Australia
    August 2015
  • S. Yasmin and S. Panchanathan
    “iHap: Towards a Vision Substitution System for Active Analysis of Facial Expressions”
    ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3D), p. 131, San Francisco, CA
    February 2015
  • R. Tadayon, S. Panchanathan, T. McDaniel, B. Fakhri, and M. Laff
    “A Toolkit for Motion Authoring and Motor Skill Learning in Serious Games”
    IEEE International Symposium on Haptic, Audio and Visual Environments and Games (HAVE), pp. 59–64, Dallas, TX
    October 2014
  • S. Bala, T. McDaniel, and S. Panchanathan
    “Visual-to-Tactile Mapping of Facial Movements for Enriched Social Interactions”
    IEEE International Symposium on Haptic, Audio and Visual Environments and Games (HAVE), pp. 82–87, Dallas, TX
    October 2014
  • S. Yasmin, T. McDaniel, and S. Panchanathan
    “Haptic Mirror for Active Exploration of Facial Expressions by Individuals Who Are Blind”
    ACM Symposium on Applied Perception, pp. 133–133, Vancouver, Canada
    August 2014
  • P. Lade, T. McDaniel, and S. Panchanathan
    “Semantic Feature Projection for Continuous Emotion Analysis”
    ACM International Conference on Multimedia, pp. 881–884, Orlando, FL
    November 2014
  • P. Lade, V. Balasubramanian, and S. Panchanathan
    “Probabilistic Topic Models for Human Emotion Analysis”
    Neural Information Processing Systems (NIPS) 2013 Workshop on Topic Models: Computation, Application and Evaluation, Lake Tahoe, NV
    December 2013
  • S. Chakraborty, J. Zhou, V. Balasubramanian, S. Panchanathan, I. Davidson, and J. Ye
    “Active Matrix Completion”
    IEEE International Conference on Data Mining (ICDM), pp. 81–90, Dallas, TX
    December 2013
  • S. Panchanathan, T. McDaniel, and V. Balasubramanian
    “An Interdisciplinary Approach to the Design, Development and Deployment of Person-Centered Accessible Technologies”
    IEEE International Conference on Recent Trends in Information Technology (ICRTIT), pp. 750–757, Chennai, India
    July 2013
  • P. Lade, V. Balasubramanian, H. Venkateswara, and S. Panchanathan
    “Detection of Changes in Human Affect Dimensions Using an Adaptive Temporal Topic Model” IEEE International Conference on Multimedia and Expo (ICME), pp. 1–6, San Jose, CA
    July 2013
  • P. Lade, V. Balasubramanian, and S. Panchanathan
    “Latent Facial Topics for Affect Analysis”
    IEEE International Conference on Multimedia and Expo (ICME 2013) Workshop on Affective Analysis in Multimedia (AAM), pp. 1–6, San Jose, CA
    July 2013
  • H. Venkateswara, V. Balasubramanian, P. Lade, and S. Panchanathan
    “Multiresolution Match Kernels for Gesture Video Classification”
    IEEE International Conference on Multimedia and Expo (ICME), pp. 1–4, San Jose, CA
    July 2013
  • T. McDaniel and S. Panchanathan
    “An Evaluation Of Haptic Descriptions For Audio Described Films For Individuals Who Are Blind”
    IEEE International Conference on Multimedia and Expo (ICME), pp. 1–6, San Jose, CA
    July 2013
  • E. L. Luster, T. McDaniel, B. Fakhri, J. Davis, M. Goldberg, S. Bala, and S. Panchanathan
    “Vibrotactile Cueing Using Wearable Computers for Overcoming Learned Non-Use in Chronic Stroke”
    International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), pp. 378–381, Venice, Italy
    May 2013
  • R. Chattopadhyay, W. Fan, I. Davidson, S. Panchanathan, and J. Ye
    “Joint Transfer and Batch-Mode Active Learning”
    International Conference on Machine Learning (ICML), pp. 253–261, Atlanta, GA
    June 2013
  • S. Panchanathan, T. McDaniel, and V. Balasubramanian
    “Person-Centered Accessible Technologies: Improved Usability and Adaptation through Inspirations from Disability Research”
    ACM Workshop on User Experience in e-Learning and Augmented Technologies in Education held in conjunction with the ACM International Conference on Multimedia, pp. 1–6, Nara, Japan
    October 2012
  • S. Chakraborty, V. Balasubramanian, and S. Panchanathan
    “Batch Mode Active Learning for Multimedia Pattern Recognition”
    International Symposium on Multimedia (ISM) Conference, pp. 489–490, Irvine, CA
    December 2012
  • T. McDaniel, M. Goldberg, S. Bala, B. Fakhri, and S. Panchanathan
    “Vibrotactile Feedback of Motor Performance Errors for Enhancing Motor Learning”
    20th ACM International Conference on Multimedia, pp. 419–428, Nara, Japan
    October 2012
  • R. Chattopadhyay, Z. Wang, W. Fan, I. Davidson, S. Panchanathan, and J. Ye
    “Batch Mode Active Sampling based on Marginal Probability Distribution Matching”
    ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 741–749, Beijing, China
    August 2012
  • M. Alzubaidi, V. Balasubramanian, A. Patel, S. Panchanathan, and J. A. Black
    “Efficient Atypicality Detection in Chest Radiographs”
    International Conference on Information Science, Signal Processing and Their Applications, pp. 193–198, Montreal, QC, CA
    July 2012
  • M. Alzubaidi, V. Balasubramanian, A. Patel, S. Panchanathan, and J. A. Black
    “A Novel Online Variance Based Instance Selection (VBIS) Method for Efficient Atypicality Detection in Chest Radiographs”
    SPIE Medical Imaging: Image Processing, San Diego, CA
    February 2012
  • M. Alzubaidi, V. Balasubramanian, A. Patel, S. Panchanathan, and J. A. Black
    “A Novel Semi- transductive Learning Framework for Efficient Atypicality Detection in Chest Radiographs”
    SPIE Medical Imaging: Computer-Aided Diagnosis, San Diego, CA
    February, 2012
  • M. Alzubaidi, V. Balasubramanian, A. Patel, S. Panchanathan, and J. A. Black
    “Efficient atypicality detection in chest radiographs”
    2nd ACM SIGHT International Health Informatics Symposium, Miami, FL
    January, 2012
  • R. Chattopadhyay, J. Ye, S. Panchanathan, W. Fan, and I. Davidson
    “Multi-Source Domain Adaptation for Early Detection of Fatigue Using Surface Electro-Myogram Signals”
    ACMSIGKDD Conference on Knowledge Discovery and Data Mining, San Diego, CA
    August 2011
  • Q. Sun, R. Chattopadhyay, J. Ye, and S. Panchanathan
    “A Two-Stage Weighting Framework for Multi-Source Domain Adaptation”
    25th Annual Conference on Neural Information Processing Systems (NIPS 11), Granada, Spain
    December 2011
  • R. Chattopadhyay, S. Chakraborty, V. Balasubramanian, S. Panchanathan
    “Optimization-Based Domain Adaptation Toward Person-Adaptive Classification Models”
    10th International Conference on Machine Learning and Applications (ICMLA), Honolulu, HI
    December 2011
  • S. Chakraborty, H. Venkateswara, V. Balasubramanian and S. Panchanathan
    “Active Batch Selection for Fuzzy Classification in Facial Expression Recognition”
    10th International Conference on Machine Learning and Applications (ICMLA), Honolulu, HI
    December 2011
  • S. Chakraborty, V. N. Balasubramanian, and S. Panchanathan
    “Optimal Batch Selection for Active Learning in Multi-Label Classification”
    19th International Conference Association for Computing Machinery Multimedia (ACM MM 11), Scottsdale, AZ,
    November 2011
  • T. McDaniel, M. Goldberg, D. Villanueva, L. N. Viswanathan, and S. Panchanathan
    “Motor Learning using a Kinematic-Vibrotactile Mapping Targeting Fundamental Movements”
    19th International Conference Association for Computing Machinery Multimedia (ACM MM 11), pp. 543-552, Scottsdale, AZ
    November 2011
  • R. Chattopadhyay, N. C. Krishnan, and S. Panchanathan
    “Hierarchical Domain Adaptation for SEMG Signal Classification across Multiple Subjects”
    33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Boston, MA
    August 2011
  • D. S. Hayden, M. Astrauskas, Q. Yan, L. Zhou, and J. A. Black Jr
    “Note-Taker 3.0: An Assistive Technology Enabling Students Who Are Legally Blind to Take Notes in Class”
    13th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS ’11), pp. 269–270, Dundee, Scotland
    October 2011
  • M. Astrauskas, D. Hayden, Q. Yan, and J. A. Black Jr
    “Student Project Aimed at Helping the Visually-Impaired Take Notes in Class Wins Prize at Microsoft Imagine Cup”
    ACM SIGACCESS Accessibility and Computing, Issue 101
    September 2011
  • R. Chattopadhyay, J. Ye, S. Panchanathan, W. Fan, and I. Davidson
    “Multi-Source Domain Adaptation and Its Application to Early Detection of Fatigue”
    17th ACM SIJKDD Conference on Knowledge Discovery and Data Mining (KDD 2011), San Diego, CA
    August 2011
  • M. Alzubaidi, A. Patel, S. Panchanathan, and J. A. Black
    “A computational model for anomaly detection in chest radiographs”
    Medical Image Perception Society (MIPS) XIV Conference, Dublin, Ireland
    August 2011
  • R. Chattopadhyay, J. Ye, and S. Panchanathan
    “Transfer Learning Framework for Early Detection of Fatigue Using Non-Invasive Surface Electromyogram Signals (SEMG)”
    25th Conference on Artificial Intelligence (AAAI-2011), San Francisco, CA
    August 2011
  • R. Chattopadhyay, N. C. Krishnan, S. Panchanathan
    “Topology Preserving Domain Adaptation for Addressing Subject-Based Variability in SEMG signal”
    25th Conference on Artificial Intelligence (AAAI-2011), San Francisco, CA
    August 2011
  • S. Chakraborty, V. Balasubramanian, and S. Panchanathan
    “Dynamic Batch Mode Active Learning via L1 Regularization”
    25th Conference on Artificial Intelligence (AAAI-11), San Francisco, CA
    August 2011
  • S. Chakraborty, V. Balasubramanian, and S. Panchanathan
    “Dynamic Batch Mode Active Learning”
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, CO
    June 2011
  • R. Chattopadhyay, G. Pradhan, and S. Panchanathan
    “Subject Independent Computational Framework for Myoelectric Signals”
    IEEE International Conference on Instrumentation and Measurement Technology (I2MTC 2011), Binjiang, Hangzhou, China
    May 2011
  • R. Chattopadhyay, Jieping Ye, and S. Panchanathan
    “Domain Adaptation for addressing Subject based Variability in SEMG signal”
    AAAI 2011 Spring Symposium on Computational Physiology, Stanford, CA
    March 2011
  • S. Panchanathan, S. Krishna, and V. N. Balasubramanian
    “Human-Centered Multimedia Computing: Inspirations Through Enriching the Lives of Individuals with Sensory, Motor, Perceptual and Cognitive Disabilities”
    7th International Conference on Trends in Industrial Measurements and Automation (TIMA 2011), Chennai, India
    January 2011
  • V. Balasubramanian, J. Ye, S. Chakraborty, and S. Panchanathan
    “Kernel Learning for Efficiency Maximization in the Conformal Predictions Framework”
    9th International Conference on Machine Learning and Applications, pp. 235–242
    December 2010
  • S. Chakraborty, V. Balasubramanian, and S. Panchanathan
    “An Optimization-Based Framework for Dynamic Batch Mode Active Learning”
    3rd International Workshop on Optimization for Machine Learning at Neural Information Processing Systems
    December 2010
  • V. N. Balasubramanian, S. Chakraborty, and S. Panchanathan
    “Multiple Kernel Learning for Efficient Conformal Predictions”, New Directions in Multiple Kernel Learning Workshop (NIPS), Vancouver, B.C., Canada
    December 2010
  • P. Lade, N. C. Krishnan, and S. Panchanathan
    “Task Prediction in Cooking Activities using Hierarchical State Space Markov Chain and Object Based Task Grouping”
    CEA Workshop, International Symposium on Multimedia (ISM 2010)
    December 2010
  • V. Balasubramanian, S. Chakraborty, S. Krishna, and S. Panchanathan
    “Enhancing Social Interactions of Individuals with Visual Impairments: A Case Study for Assistive Machine Learning”
    Workshop on Machine Learning for Assistive Technologies at Neural Information Processing Systems (NIPS), Vancouver, B. C., Canada
    December 2010
  • V. N. Balasubramanian, S. Chakraborty, and S. Panchanathan
    “Dynamic Batch Size Selection for Batch Mode Active Learning in Biometrics”
    9th International Conference on Machine Learning and Applications (ICMLA 2010), Bethesda, MD
    December 2010
  • S. Krishna, S. Bala, and S. Panchanathan
    “Exploring the Dorsal Surface of the Fingers for Viseo- Haptic Sensory Substitution”
    Proc. of the IEEE International Symposium on Haptic Audio Visual Environments and Games, pp. 1–6, Tempe, AZ
    October, 2010
  • T. McDaniel, D. Villanueva, S. Krishna, and S. Panchanathan
    “MOVeMENT: A Framework for Systematically Mapping Vibrotactile Stimulations to Fundamental Body Movements”
    Proc. of the IEEE International Symposium on Haptic Audio Visual Environments and Games, pp. 13-18, Tempe, AZ
    October, 2010
  • T. McDaniel, D. Villanueva, S. Krishna, and S. Panchanathan
    “Vibrotactile stimulations for motor skill training”
    Proc. of the IEEE International Symposium on Haptic Audio Visual Environments and Games (HAVE), pp. 192–193, Tempe, AZ
    October 2010
  • T. McDaniel, S. Krishna, D. Villanueva, and S. Panchanathan
    “A Haptic Belt for Vibrotactile Communication”
    Proc. of the IEEE International Symposium on Haptic Audio Visual Environments and Games (HAVE), pp. 194–195, Tempe, AZ
    October 2010
  • D. Villanueva, T. McDaniel, and S. Panchanathan
    “InfoStone: Bridging the Gap Between Ambient and Direct Manipulation Devices”
    Proc. of the IEEE International Symposium on Haptic Audio Visual Environments and Games (HAVE), pp. 199, Tempe, AZ
    October 2010
  • L. Narayan, Viswanathan, T. McDaniel, S. Krishna, and S. Panchanathan
    “Haptics in Audio Described Movies”
    Proc. of the IEEE International Symposium on Haptic Audio Visual Environments and Games (HAVE), pp. 200–201, Tempe, AZ
    October 2010
  • D. Hayden, L. Zhou, M. Astrauskas, J. Black, and S. Panchanathan
    “Note-Taker 2.0: The Next Step Toward Enabling Students Who Are Legally Blind to Take Notes in Class”
    Proc. of the 12th International ACM SIGACCESS Conference on Computers and Accessibility (Assets 2010), pp. 131–138, Orlando, FL
    October 2010
  • S. Krishna, V. N. Balasubramanian, and S. Panchanathan
    “Enriching Social Situational Awareness in Remote Interactions: Insights and Inspirations from Disability Focused Research”
    ACM International Conference on Multimedia 2010, Firenze, Italy
    October, 2010
  • A. Venkatesan, N. C. Krishnan, and S. Panchanathan
    “Cost-Sensitive Boosting for Concept Drift”
    International Workshop on Handling Concept Drift in Adaptive Information Systems: Importance, Challenges and Solutions (HaCDAIS 2010), in conjunction with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2010), Barcelona, Cataloni, Spain
    September 2010
  • S. Marcel, C. McCool, S. Chakraborty, V. Balasubramanian, S. Panchanathan, J. Nolazco, L. Garcia, R. Aceves, et al.
    “Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation”
    20th International Conference on Pattern Recognition (ICPR2010), Istanbul, Turkey
    August 2010
  • S. Krishna and S. Panchanathan
    “Assistive Technologies as Effective Mediators in Interpersonal Social Interactions for Persons with Visual Disability”
    International Conference on Computers Helping People with Special Needs, pp. 316–323, Vienna, Austria
    July 2010
  • S. Chakraborty, V. Balasubramanian, and S. Panchanathan
    “Learning from Summaries of Videos: Applying Batch Mode Active Learning to Face-based Biometrics”
    Workshop on Biometrics, Computer Vision and Pattern Recognition (CVPR’10), pp. 130–137, San Francisco, CA
    June 2010
  • R. Chattopadhyay, G. Pradhan, and S. Panchanathan
    “Toward Fatigue and Intensity Measurement Framework During Continuous Repetitive Activities”
    IEEE Conference on Instrumentation and Measurement Technology (I2MTC), pp. 1341–1346, Austin, TX
    May 2010
  • S. Chakraborty, V. Balasubramanian, and S. Panchanathan
    “Batch Mode Active Learning for Biometric Recognition”
    SPIE International Conference on Biometric Technology for Human Identification, SPIE Defense, Security & Sensing, Vol. 7667, Orlando, FL
    April 2010
  • T. McDaniel, D. Villanueva, S. Krishna, D. Colbry, and S. Panchanathan
    “Heartbeats: A Methodology to Convey Interpersonal Distance Through Touch”
    Proc. of the 28th of the International Conference Extended Abstracts on Human Factors in Computing Systems (CHI), pp. 3985–3990, Atlanta, GA
    April 2010
  • S. Krishna, S. Bala, T. McDaniel, S. McGuire, and S. Panchanathan
    “VibroGlove: An Assistive Technology Aid for Conveying Facial Expressions”
    Proc. of the 28th of the International Conference Extended Abstracts on Human Factors in Computing Systems (CHI), pp. 3637–3642, Atlanta, GA
    April 2010
  • G. Pradhan, R. Chattopadhyay, and S. Panchanathan
    “Processing Body Sensor Data Streams for Continuous Physiological Monitoring”
    Proc. of the ACM International Conference on Multimedia Information Retrieval (ACMMIR 2010), pp. 479–486, Philadelphia, PA
    March 2010
  • M. Alzubadi, V. Balasubramanian, J. A. Black, A. Patel, and S. Panchanathan
    “What Catches a Radiologist’s Eye? A Comprehensive Comparison of Feature Types for Saliency Prediction”
    Proc. of the SPIE Conference on Medical Imaging, Vol. 7624, pp. 6240W–76240W–10, San Diego, CA
    February 2010
  • M. Alzubadi, J. A. Black, A. Patel, and S. Panchanathan
    “Reading a Radiologist’s Mind: Monitoring Rising and Falling Interest Levels While Scanning Chest X-Rays”
    SPIE Medical Imaging, Vol. 7627, pp. 76270F–76270F–10, San Diego, CA
    February 2010
  • V. Balasubramanian, S. Chakraborty, S. Krishna, and S. Panchanathan
    “Human-Centered Machine Learning in a Social Interaction Assistant for Individuals with Visual Impairments”
    Symposium on Assistive Machine Learning for People with Disabilities at Neural Information Processing Systems (NIPS)
    December 2009
  • V. Balasubramanian, S. Chakraborty, and S. Panchanathan
    “Online Active Learning Using Conformal Predictions”
    Workshop on Analysis and Design of Algorithms for Interactive Machine Learning at Neural Information Processing Systems (NIPS)
    December 2009
  • R. Chattopadhyay, G. Pradhan, and S. Panchanathan
    “A Generalized Machine Learning Framework for Continuous Monitoring of Physiological Conditions Based on Fatigue and Intensity of Activity in Daily Living”
    Workshop on Women in Machine Learning at Neural Information Processing Systems (NIPS)
    December 2009
  • S. Nataraju, V. Balasubramanian, and S. Panchanathan
    “Learning Attention-Based Saliency in Videos from Human Eye Movements”
    IEEE Workshop on Motion and Video Computing (WMVC), Snowbird, UT
    December 2009
  • N. Edwards, J. Rosenthal, D. Moberly, J. Lindsay, K. Blair, S. Krishna, T. McDaniel, and S. Panchanathan
    “A Pragmatic Approach to the Design and Implementation of a Vibrotactile Belt and its Applications”
    International Workshop on Haptic Audio-Visual Environments and Games (HAVE 2009), Lecco, Italy
    November 2009
  • V. Balasubramanian, S. Chakraborty, and S. Panchanathan
    “Generalized Query by Transduction for Online Active Learning”
    IEEE ICCV 2009 International Workshop on Online Learning for Computer Vision, Kyoto, Japan
    October 2009
  • S. Krishna, L. Gade, and S. Panchanathan
    “Person Localization using a Wearable Camera towards Enhancing Social Interactions for Individuals with Visual Impairment”
    ACM International Conference on Multimedia, Beijing, China
    October 2009
  • V. N. Balasubramanian, R. K. Gouripeddi, J. Vermillion, A. Bhaskaran, R. M. Siegel, and S. Panchanathan
    “Support Vector Machine Based Conformal Predictors for Risk of Complications Following a Coronary Drug Eluting Stent Procedure”
    Computers in Cardiology (CinC 2009), Park City, UT
    September 2009
  • R. K. Gouripeddi, V. N. Balasubramanian, J. Harris, A. Bhaskaran, R. M. Siegel, and S. Panchanathan
    “Ranking Predictors of Complications following a Drug-Eluting Stent Procedure Using Support Vector Machines”
    Computers in Cardiology 2009 (CinC 2009), Park City, UT
    September 2009
  • R. K. Gouripeddi, V. N. Balasubramanian, J Harris, A Bhaskaran, RM Siegel, and S. Panchanathan
    “Ranking Predictors of Complications Following a Drug Eluting Stent Procedure Using Support Vector Machines”
    Computers in Cardiology (CinC 2009), Park City, UT
    September 2009
  • T. McDaniel and S. Panchanathan
    “Haptics: Theory, Technology and Applications”, Tutorial published at the 13th IASTED International Conference on Internet and Multimedia Systems and Applications
    August, 2009
  • R. Gouripeddi, V. N. Balasubramanian, J. Harris, A. Bhaskaran, R. Siegel, and S. Panchanathan
    “Predicting Risk of Complications Following a Drug-Eluting Stent Procedure: a SVM Approach for Imbalanced Data”
    The 22nd IEEE International Symposium on Computer-Based Medical Systems (CBMS 2009), Albuquerque, NM
    August 2009
  • M. Alzubadi, J. Black, A. Patel, and S. Panchanathan
    “Conscious vs. Subconscious Perception as a Function of Radiological Expertise”
    22nd IEEE International Symposium on Computer–Based Medical Systems (CBMS 2009), Albuquerque, NM
    August 2009
  • V. Balasubramanian, S. Chakraborty, and S. Panchanathan
    “Confidence Estimation in Pattern Classification: An Analysis with Head Pose Estimation”
    Technical Report TR-09-12, School of Computing and Informatics, Arizona State University
    July 2009
  • C.K. Narayanan, G. N. Pradhan, and S. Panchanathan
    “Recognizing Short Duration Hand Movements from Accelerometer Data”
    International Conference on Multimedia and Expo (ICME 2009), Cancun, Mexico
    July 2009
  • S. Krishna, N. C. Krishnan, and S. Panchanathan
    “Detecting Stereotype Body Rocking Behavior through Embodied Motion Sensors”
    Annual Conference on Disability, Rehabilitation Engineering and Assistive Technology Society of North America (RESNA), New Orleans, LA
    June 2009
  • T. McDaniel, S. Krishna, D. Colbry, and S. Panchanathan
    “Using Tactile Rhythm to Convey Interpersonal Distances to Individuals who are Blind”
    CHI 2009 Digital Life New World Conference, pp. 4669–4674, Boston, MA
    April 2009
  • S. Krishna, T. McDaniel, V. Balasubramanian, D. Colbry, and S. Panchanathan
    “Haptic Belt for Delivering Nonverbal Cues to People Who are Blind/Visually Impaired”
    24th Annual International Conference – Technology and Persons with Disabilities (CSUN 2009), Los Angeles, CA
    March 2009
  • M. Astrauskas, JA Black Jr. and S. Panchanathan
    “Evaluation of PHOTOTACS – An image based phone book”
    24th Annual International Conference–Technology and Persons with Disabilities (CSUN 2009), Los Angeles, CA
    March 2009
  • A. Todorovic, JA Black Jr, and S. Panchanathan
    “A Methodology for Coupling a Visual Enhancement Device to Human Visual Attention”
    Human Vision and Electronic Imaging (HVEI 2009), San Jose, CA
    January 2009
  • S. Krishna and S. Panchanathan
    “Combining Skin–Color Detector and Evidence- Aggregated Random Field Models Toward Validating Face Detection Results”
    Computer Vision, Graphics & Image Processing (ICVGIP ’08), pp. 466–473, Sixth Indian Conference
    2008
  • S. Krishna, D. Colbry, J. Black, V. Balasubramanian, and S. Panchanathan
    “A Systematic Requirements Analysis and Development of an Assistive Device to Enhance the Social Interaction of People Who are Blind or Visually Impaired”
    Workshop on Computer Vision Applications for the Visually Impaired (CVAVI 08) at European Conference on Computer Vision, Marseille, France
    October 2008
  • J. Black, and S. Panchanathan
    “Enabling the Legally Blind in Classroom Note–Taking”
    10th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2008), Halifax, CA
    October 2008
  • D. Hayden, D. Colbry, J.A. Black, and S. Panchanathan
    “Note–Taker: Enabling Students who are Legally Blind to Take Notes in Class”
    10th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2008), Halifax, CA
    October 2008
  • M.J. Astrauskas, J.A. Black, and S. Panchanathan
    “A Demonstration of PhotoTacs – A Simple Image–based Phone Dialing Interface for People with Cognitive or Visual Impairments”
    10th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS), Vol. 10, pp. 299–300, Halifax, CA
    October 2008
  • T. McDaniel, S. Krishna, V. Balasubramanian, D. Colbry, and S. Panchanathan
    “Using a Haptic Belt to Convey Non–Verbal Communication Cues During Social Interactions to Individuals who are Blind”
    IEEE International Workshop on Haptic Audio-Visual Environments and Games, (HAVE 2008), pp.13–18
    October 2008
    Best Paper Award
  • S. Panchanathan, N. C. Krishnan, S. Krishna, T. McDaniel, and V. Balasubramanian
    “Enriched Human–Centered Multimedia Computing through Inspirations from Disabilities and Deficit Centered Computing Solutions”
    ACM MM 3rd Workshop on Human Centered Computing, Vancouver, CA
    October 2008
  • V. Balasubramanian, S. Chakraborty, and S. Panchanathan
    “Multiple Cue Integration in Transductive Confidence Machines for Head Pose Classification”
    Workshop on Online Learning for Classification at Computer Vision and Pattern Recognition (CVPR), Anchorage, AK
    June 2008
  • C. K. Narayanan, D. Colbry, C. Juillard, and S. Panchanathan
    “Real Time Human Activity Recognition Using Tri–Axial Accelerometers”
    Sensors Signals and Information Processing Workshop, Sedona, AZ
    May 2008
  • S. Krishna, V. Balasubramanian, Narayanan C. Krishnan, J. Colin, T. Hedgpeth, and S. Panchanathan
    “A Wearable Wireless RFID Systems for Accessible Shopping Environments”
    3rd International Conference on Body Area Networks (BodyNets08), Tempe, AZ
    April 2008
  • C. K. Narayanan and S. Panchanathan
    “Analysis of Low Resolution Accelerometer Data for Human Activity Recognition”
    IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 3337–3340, Las Vegas, NV
    March 2008
  • K. Sreekar; V. Balasubramanian, C. Krishnan Narayanan, T. Hedgpeth, and S. Panchanathan
    “The iCARE Ambient Interactive Shopping Environment”
    23rd Annual International Technology and Persons with Disabilities Conference (CSUN 2008), Los Angeles, CA
    March 2008
  • T. L. McDaniel, K. Kahol, D. Villanueva, and S. Panchanathan
    “Integration of RFID and Computer Vision for Remote Object Perception for Individuals Who are Blind”
    Proc. of the First International Conference on Ambient Media and Systems, Article No. 8, Montreal, CA
    February 2008
  • P. Tripathi and S. Panchanathan
    “Implication of Multimodality in Ambient Interfaces”
    Invited Paper, First International Conference on Ambient Media and Systems”, Quebec City, Montreal, CA
    February 2008.
  • S. Panchanathan, S. Krishna, J. Black Jr. and V. Balasubramanian, “Human-Centered Multimedia Computing: A New Paradigm for the Design of Assistive and Rehabilitative Environments”
    IEEE– International Conference on Signal Processing, Communications and Networking, pp. 1–7, Madras Institute of Technology, Anna University, Chennai India
    January 2008
  • P. Tripathi, K. Kahol, T. McDaniel, and S. Panchanathan
    “Efficient Selection of Information Presentation Modality in a Hybrid–Task Environment”
    4th ACI Conference held in conjunction with the HFES 51st Annual Meeting, Baltimore, MD
    October 2007
  • T. McDaniel, K. Kahol, S. Panchanathan
    “Perceptual Surface Roughness Classification of 3D Textures Using Support Vector Machines”
    poster at IEEE International Workshop on Haptic Audio Visual Environments and Games (HAVE 2007), Ottawa, Ontario, CA
    October 2007
  • M. Vankipuram, A. McLaren, L. Kauvar, S. Panchanathan, and K. Kahol
    “Haptic Virtual Reality Simulator to Promote and Measure Haptic Differentiation Skill”
    Annual meeting of the Orthopedic Trauma Association (OTA), Boston, MA
    October 2007
  • S. Mayes, J. Deka, K. Kahol, M. Smith, J. Mattox, S. Panchanathan, and A. Woodwards
    “Evaluation of Cognitive and Psychomotor Skills of Surgical Residents at Various Stages in Residency”
    5th Annual Meeting of American College of Obstetricians and Gynecologists, San Diego, CA,
    2007
  • K. Kahol, J. French, T. McDaniel, S. Panchanathan, and M. Smith
    “Augmented Reality for Laparoscopic Surgical Tool Training”
    12th International Conference on Human Computer Interaction (HCI 2007), Beijing, China
    July 2007
  • T. McDaniel, K. Kahol, and S. Panchanathan
    “An Interactive Wearable Assistive Device for Individuals who are Blind for Color Perception”
    12th International Conference on Human Computer Interaction (HCI 2007), Beijing, China
    July 2007
  • V.N. Balasubramanian, J. Ye, and S. Panchanathan
    “Biased Manifold Embedding: A Framework for Person–Independent Head Pose Estimation”
    IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’07), Minneapolis, MN
    June 2007
  • K. Kahol, M. Leyba, M. Smith, S. Mayes, V. Deka, and S. Panchanathan, and J. Ferrara
    “The Effect of Fatigue on Psychomotor and Cognitive Skills of Surgical Residents”
    Annual Meeting of American College of Surgeons, Las Vegas, NV
    April 2007
    Best Resident Paper Award
  • V. N. Balasubramanian, and S. Panchanathan
    “Biased Manifold Embedding for Person– Independent Head Pose Estimation”
    2nd International Conference on Computer Vision Theory and Applications (VISAPP’07), Barcelona, Spain
    March 2007
  • N. C. Krishnan, B. Li, and S. Panchanathan
    “Detecting and Classifying Frontal, Back and Profile Views of Humans”
    International Conference on Vision Theory and Applications, Barcelona, Spain
    March 2007
  • D. Villanueva, K. Kahol, M. Smith, and S. Panchanathan
    “Collaborative Surgical Proficiency Initiative: www.ratethesurgeons.com”
    Medicine Meets Virtual Reality, Long Beach, CA
    February 2007
  • K. Kahol, T. McDaniel, M. Smith, J. Ferrara, and S. Panchanathan
    “The Effect of Real–Time Visualization of Skill on Surgical Training”
    Medicine Meets Virtual Reality, Long Beach, CA
    February 2007
  • K. Kahol, M. Smith, J. French, and S. Panchanathan
    “Configurable Haptic Training System for Laparoscopy”
    Medicine Meets Virtual Reality, Long Beach, CA
    February 2007. Best poster award
  • P. Tripathi, K. Kahol, and S. Panchanathan
    “Robust Fragment-Based Approach for Illumination and Pose Invariant Object Recognition”
    6th International Conference on Advances in Pattern Recognition (ICAPR)
    January 2007
  • J. A. Black Jr., N. C. Krishnan, and S. Panchanathan
    “The Role of Eye Movement in Signals in Dorsal and Ventral Processing”
    Human Vision and Electronic Imaging (HVEI 2007), San Jose, CA
    January 2007
  • S. Krishna, S. Braiman, J.A. Black Jr., and S. Panchanathan
    “Temporal Relation Between Bottom–Up Versus Top–Down Strategies for Gaze Prediction”
    Human Vision and Electronic Imaging (HVEI 2007), San Jose, CA
    January 2007
  • K. Kahol, T. McDaniel, and S. Panchanathan
    “Methodology for Efficient Perception in Exclusively Haptic Environments”
    IEEE International Workshop on Haptic Audio Visual Environments and Their Application (HAVE 2006), Ottawa, CA
    November 2006
  • P. Kakumanu, N. Bourbakis, J. Black, and S. Panchanathan
    “Document Image Dewarping Based on Line Estimation for Visually Impaired”
    18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI’06), Washington, D.C.
    November, 2006
  • D. Homa, K. Kahol, P. Tripathi, L. Bratton, and S. Panchanathan
    “Multidimensional Scaling of Commonplace Objects by the Blind”
    Psychonomics Meeting, Houston, TX
    November 2006
  • T. Hedgpeth, J. Black, and S. Panchanathan
    “The Evolution of the iCARE Reader”
    8th International ACM SIGACCESS Conference on Computer & Accessibility, Portland, Oregon
    October 2006
  • K. Kahol, N. Krishnan, V. Balasubramanian, and S. Panchanathan
    “Measuring Movement Expertise in Surgical Tasks”
    ACM Multimedia 2006, Santa Barbara, CA
    October 2006
  • K. Kahol, J. French, L. Bratton, and S. Panchanathan
    “Learning and Perceiving Colors Haptically”
    8th International ACM SIGACCESS Conference on Computers and Accessibility, Portland, OR
    October 2006
  • K. Kahol, J. French, S. Panchanathan, G. Davis, and C. Berka
    “Evaluating the Role of Visio–Haptic Feedback in Multimodal Interfaces through EEG Analysis”
    2nd Annual AugCog International Conference, San Francisco, CA
    October 2006
  • T. McDaniel, K. Kahol, and S. Panchanathan
    “A Bayesian Approach to Visual Size Classification of Everyday Objects”
    IEEE IAPR International Conference on Pattern Recognition (ICPR), Hong Kong, China
    August 2006
  • K. Kahol, P. Tripathi, T. McDaniel, and S. Panchanathan
    “Hand Anatomy-Based Modeling of Manual Haptic Gestures”
    International Conference on Cognition and Recognition, Hyderabad, India,
    2006
  • K. Kahol, M. Smith, J. Ferrara, P. Tripathi, A. Leibowitz, and S. Panchanathan
    “Gesture- Based Hand Movement Analysis and Haptic Feedback for Surgical Training”
    Medicine Meets Virtual Reality Conference, Long Beach CA
    January 2006
  • S. Krishna, G. Little, J. Black, and S. Panchanathan
    “Using Genetic Algorithms to Find Person–Specific Gabor Feature Detectors for Face Indexing and Recognition”
    International Conference on Biometrics (ICBA 2006), Hong Kong, China
    January 2006
  • M. Phiellip, J. A. Black Jr, and S. Panchanathan
    “Using Words as Lexical Basis Functions for Automatically Indexing Face Images in a Manner that Correlates with Human Perception of Similarity”
    Human Vision and Electronic Imaging (HVEI 2006), San Jose, CA
    January 2006
  • D. Homa, K. Kahol, P. Tripathi, L Bratton, and S. Panchanathan
    “Acquisition of Haptic Concepts by Individuals Who are Blind”
    Psychonomics Meeting, Toronto, CA
    November 2005
  • T. McDaniel, K. Kahol, P. Tripathi, and S. Panchanathan
    “A Methodology to Establish Ground Truth for Computer Vision Algorithms to Estimate Haptic Features from Visual Images”
    IEEE International Workshop on Haptics and Audio Visual Environment (HAVE), Ottawa, CA
    October 2005
  • S. Krishna, G. Little, J. Black, and S. Panchanathan
    “A Wearable Face Recognition System for Individuals with Visual Impairments”
    International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2005), Baltimore, MD
    October 2005
  • S. Panchanathan, Priyamvada Tripathi, and Troy McDaniel
    “Visio–Haptic Database of Objects for Automatic Content Creation in Multimodal Environments”
    Tenth IEEE International Conference on Computer Vision (ICCV2005), Beijing, China
    October 2005
  • K. Kahol, P. Tripathi, T. McDaniel, and S. Panchanathan
    “Modeling Context in Haptic Perception, Rendering and Visualization”
    ACM International Workshop on Multimedia Information Systems, Sorrento, Italy
    September 2005
  • M. Gargesha, J. Yang, B. Van Emden, S. Panchanathan, and S. Kumar
    “Automatic Annotation Techniques for Gene Expression Images of the Fruit Fly Embryo”
    Visual Communications and Image Processing (VCIP2005), Beijing, China
    July 2005
  • A. Akoglu, and S. Panchanathan
    “Application Specific Reconfigurable Architecture Design”
    International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA), Las Vegas, NV
    June 2005
  • K. Kahol, P. Tripathi and, S. Panchanathan
    “Rendering Block Diagrams Accessible through Audio–Haptic Interface”
    IEEE First International Workshop on Computer Vision Applications for Visually Impaired (CVPR), San Diego, CA
    June 2005
  • D. Smith, P. Tripathi, K. Kahol, and S. Panchanathan
    “Validation of Serial Presentation of Tactile Cues as Human Computer Interface for Assistive Devices”
    Symposium on Research in Engineering & Applied Sciences, Tempe, AZ
    May 2005
  • K. Kahol, P. Tripathi, and S. Panchanathan
    “Haptic User Interfaces: Design, Testing and Evaluation of Haptic Cueing Systems to Convey Shape, Weight, Material and Texture Information”
    International Conference on Human–Computer Interfaces, Las Vegas, NV
    May 2005
  • P. Tripathi, K. Kahol, L. Baxter, T. McDaniel, A. Baker, and S. Panchanathan
    “Rehabilitation of Patients with Hemispatial Neglect Using Visual–Haptic Feedback in Virtual Reality Environment”
    International Conference on Human–Computer Interfaces, Las Vegas NV
    May 2005
  • K. Kahol, P. Tripathi, and S. Panchanathan
    “Tactile Cueing in Haptic Visualization”
    ACM Workshop on Haptic Visualization (CHI 2005), Portland, OR
    April 2005
  • S. Panchanathan, K. Kahol, P. Tripathi, and T. McDaniel
    “Conversion of Visual Data into Haptic Information”
    IEEE Sensor Signal and Information Processing Workshop, Tempe, AZ
    April 2005
  • T. Hedgpeth, M. Rush, J. Black, and S. Panchanathan
    “The iCare iReader Project”
    CSUN 2005, Los Angeles, CA
    March 2005
  • A. Akoglu, A. Dasu, and S. Panchanathan
    “Application Specific Hybrid–FPGA Design”
    SPIE 17th Symposium on Electronic Imaging Science and Technology, San Diego, CA
    January 2005
  • G. Little, S. Krishna, J. Black, and S. Panchanathan
    “A Methodology for Evaluating Robustness of Face Recognition Algorithms with Respect to Variations in Pose Angle and Illumination Angle”
    IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Philadelphia, PA
    January 2005
  • A. Sudarsanam, and S. Panchanathan
    “Novel Predicted Data Flow Analysis-Based Memory Design for Data and Control Intensive Multimedia Applications”
    SPIE Symposium on Electronic Imaging 2005, San Jose, CA
    January 2005
  • J. Black, L. Bonnasse, P. Satyan, S. Ozer, and S. Panchanathan
    “Using Perceptually–Based Face Indexing to Facilitate Human–Computer Collaborative Retrieval”
    Human Vision and Electronic Imaging (HVEI 2005), San Jose, CA
    January 2005
  • K. Kahol, P. Tripathi, and S. Panchanathan
    “Recognizing Whole Body Movements and Gestures Through Activities in Human Anatomy”
    International Conference on Systemics, Cybernetics and Informatics, Hyderabad, India
    January 2005
  • P. Kuchi, and S. Panchanathan
    “On the Use of Joint Estimation in Particle Filters for Object Tracking in Video”
    IEEE TENCON, Chiang–Mai, Thailand
    November 2004
  • M. Gargesha, J. Yang, B. Van Emden, S. Panchanathan, and S. Kumar
    “Computational Annotation of View, Orientation and Stage of Fruit Fly Gene Expression Pattern Images from Early Developmental Stages”
    46th Annual Drosophila Research Conference, San Diego, CA
    November 2004
  • S. Panchanathan, T. Hedgpeth, and J. Black
    “Understanding the Health Needs for People with Disabilities: Implications for Assistive Technologies Research and Meeting the MDG’s”
    Proc. of the World Health Organization: Forum 8, Mexico City, Mexico
    November 2004
  • P. Kakumanu, S. Makrogiannis, R. K. Bryll, S. Panchanathan, and N. G. Bourbakis
    “Image Chromatic Adaptation Using ANNs for Skin Color Adaptation”
    International Conference on Tools with Artificial Intelligence (ICTAI 2004), Bocata, FL
    November 2004
  • G. F. Fahmy, J. Black, and S. Panchanathan
    “Texture Characterization and Compression Based on Human Perception in the JPEG2000 Framework”, International Conference on Image Processing (ICIP), Singapore
    October 2004
  • T. Hedgpeth, M. Rush, J. Black, and S. Panchanathan
    “The iCare iReader Project”
    CSUN 20th Annual International Conference: Technology and Persons with Disabilities, Los Angeles, CA
    October 2004.
  • M. Donderler, K. S. Candan, S. Wu, L. Peng, J. Kim, and S. Panchanathan
    “iCare–Assistant: Adaptive Electronic Course Content Delivery for Students who are Blind”
    ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2004), Atlanta, GA
    October 2004
  • T. Hedgpeth, M. Rush, J. Black, and S. Panchanathan
    “The iCare Project Reader”
    ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2004), Atlanta, GA
    October 2004
  • K. Kahol, P. Tripathi, S. Panchanathan, and M. Goldberg
    “Formalizing Cognitive and Motor Strategy of Haptic Exploratory Movements of Individuals who are Blind”
    IEEE International Workshop on Haptic Audio Visual Environments and their Applications (HAVE 2004), Ottawa, Ontario, CA
    October 2004
  • A. Akoglu, A. Dasu, and S. Panchanathan
    “Design of Fast and Efficient Hybrid–FPGAS for Numerically Intensive Applications in Fluid Dynamics and Image/Video Processing”
    7th Annual Military and Aerospace Programmable Logic Devices International Conference (MAPLD), Washington D.C.
    September, 2004
  • G. Little, S. Krishna, J. Black, and S. Panchanathan
    “A Methodology for Evaluating Robustness of Face Recognition Algorithms with Respect to Variations in Pose Angle and Illumination Angle”
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2005)
    September 2004
  • P. Kuchi, V. Iyer, R. Hiremagalur, and S. Panchanathan
    “Characteristics of Gait of Humans with Incomplete Spinal Cord Injury”
    International Conference of the IEEE Engineering in Medicine and Biology Society, San Francisco, CA
    September 2004
  • K. Kahol, P. Tripathi, and S. Panchanathan
    “Computational Analysis of Mannerism Gestures”
    IEEE International Conference on Pattern Recognition (ICPR), Cambridge, UK
    August. 2004
  • A. Sudarsanam, M. Srinivasan, and S. Panchanathan
    “Resource Estimation and Task Scheduling for Multithreaded Reconfigurable Architectures”
    IEEE International Conference on Parallel and Distributed computing (ICPADS), San Diego, CA
    July 2004
  • A. Sudarsanam, A. Dasu, and S. Panchanathan
    “Task Scheduling of Control–Data Flow Graphs for Reconfigurable Architectures”
    International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA), Las Vegas, NV
    June 2004
  • M. Srinivasan, and S. Panchanathan
    “Target Architecture Automation for Reconfigurable Logic Blocks”
    International Conference on Engineering of Reconfigurable systems and algorithms (ERSA), Las Vegas, NV
    June 2004
  • A. Akoglu, A. Dasu, and S. Panchanathan
    “Cluster Extraction for Hybrid FPGA Architecture in Computation Intensive Applications”
    International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA), Las Vegas, NV
    June 2004
  • P. Kuchi, and S. Panchanathan
    “Intrinsic Mode Functions for GAIT Recognition”
    International Symposium on Circuits and Systems, Vancouver, CA
    May 2004
  • M. Gargesha, P. Antin, B. Van Emden, and S. Panchanathan
    “Image Registration and Similarity Computation for Chicken Gene Expression Patterns”
    International Workshop on Genomic Signal Processing and Statistics
    May 2004
  • K. Kahol, P. Tripathi, and S. Panchanathan
    “Automated Gesture Segmentation From Dance Sequences”
    IEEE conference on the Automatic Face and Gesture Recognition, Seoul, Korea
    May 2004
  • J. Black, K. Kahol, P. Tripathi, P. Kuchi, and S. Panchanathan
    “Indexing Natural Images for Retrieval Based on Kansei Factors”
    Human Vision and Electronic Imaging Conference, San Jose, CA
    January 2004
  • J. Black, M. Phillipp, G. Nielson, and S. Panchanathan
    “Can the High–Level Content of Natural Images be Indexed Using Local Analysis?”
    Human Vision and Electronic Imaging Conference (HVEI2004), San Jose, CA
    January 2004
  • A. Akoglu, A. Dasu, and S. Panchanathan
    “A Framework for the Design of the Routing Architecture of a Dynamically Reconfigurable Media Processor”
    Workshop on Embedded Systems for Media Processing International Conference on High Performance Computing, Hyderabad, India
    December 2003
  • P. Kuchi and, S. Panchanathan
    “Gait Recognition Using Empirical Mode Decomposition”
    Proc. of the International Conference on Advances in Pattern Recognition (ICAPR), Calcutta, India
    December 2003
  • J. Black, K. Kahol, and P. Tripathi, S. Panchanathan
    “Visual Concept Derivation from Natural Scenery Images Using Lexical Basis Functions, Multidimensional Scaling, and Density Clustering”
    IICAI Conference, India
    December 2003
  • S. Panchanathan, J. Black, P. Tripathi, and K. Kahol
    “Cognitive Multimedia Computing”
    Invited Paper, Proc. IEEE International Symposium on Information Science and Electrical Engineering, (ISEE 2003), ACROS Fukuoka, Japan
    November 2003
  • T. Hedgpeth, M. Rush, V. Iyer, J. Black, M. Donderler, and S. Panchanathan
    “iCare–Reader – A Truly Portable Reading Device for the Blind”
    Proc. of the Higher Ground Disability Resources Conference – 6th Annual Accessing Higher Ground Conference: Assistive Technology and Accessible Media in Higher Education, University of Boulder, Boulder, CO
    November 2003
  • V. Iyer, S. Panchanathan, J. Black, and M. Rush
    “iCare – A User-Centric Approach to the Development of Assistive Devices for the Blind and Visually Impaired”
    invited paper at 15th IEEE International Conference on Tools with Artificial Intelligence, p. 641, Sacramento, CA
    November 2003
  • A. Dasu and S. Panchanathan
    “A Methodology to Design a Dynamically Reconfigurable Media Processor”
    Proc. of the 1st Workshop on Media and Signal Processors for Embedded Systems and SoCs, San Jose, CA
    October 2003
  • P. Kuchi, R. R. V. Hiremagalur, H. Huang, M. Carhart, J. He, and S. Panchanathan
    “DRAG: Database for Recognition and Analysis of Gait”
    Proc. of the SPIE International Symposium (ITCOM 2003), Orlando, FL
    September 2003
  • K. Kahol, P. Tripathi, and S. Panchanathan
    “Gesture Segmentation in Complex Motion Sequences”
    IEEE International Conference on Image Processing, Vol. 3, pp. II-105-8, Barcelona, Spain
    September 2003
  • P. Kuchi, S. Kumar, and S. Panchanathan
    “Classification of Stained Embryonic Images of Drosophila”
    Signal and Image Processing (SIP 2003), Honolulu, HI
    August 2003
  • A. Dasu, A. Akoglu, and S. Panchanathan
    “An Analysis Tool Set for Reconfigurable Media Processing”
    Proc. of the International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA’03), Las Vegas, NV
    June 2003
  • O. A. Lotfallah and S. Panchanathan
    “Adaptive Scheme for Internet Video Transmission”
    Proc. of the International Symposium on Circuits and Systems (ISCAS 2003), Vol. 2, pp. II–872–II–875, Thailand
    May 2003
  • O. A. Lotfallah and S. Panchanathan
    “Adaptive Multiple Description Coding for Internet Video”
    Proc. of the International Conference on Acoustics, Speech and Signal Processing (ICASSP 2003), Vol. 5, pp. V-732, Hong Kong
    April 2003
  • M. Donderler, K. Selcuk Candan, T. Hedgpeth, S. Panchanathan
    “Adaptive Content Delivery to Assist Blind Students in Accessing Course Materials”
    Proc. of the Teleconference on Making Collaboration Technologies Accessible for Persons with Disabilities
    March 2003
  • J. Black, K. Kahol, P. Kuchi, G. Fahmy, and S. Panchanathan
    “Characterizing the High–level Content of Natural Images Lexical Basis Functions”
    Proc. of the Human Vision and Electronic Imaging Conference(SPIE), Vol. 5007, pp. 378-391, San Jose, CA
    January 2003
  • S. Panchanathan
    “Ubiquitous Multimedia Computing”
    Invited paper, Proc. of the 2002 ICCOM, pp. 1-4, Gwangju, Korea
    November 2002
  • J. Black, K. Kahol, P. Kuchi, and Sethuraman Panchanathan
    “The Use of Lexical Basis Functions to Characterize Faces, and to Measure their Perceived Similarity”
    Proc. of the International Conference on Neural Information Processing ICONIP 2002, Vol. 3, pp. 1201-1205, Singapore
    November 2002
  • F. Golshani, Y. Park, and S. Panchanathan
    “A Model–Based Approach to Semantic–Based Retrieval of Visual Information”
    invited paper, Proc. of the 29th Annual Conference on Current Trends in Theory and Practice of Informatics, pp. 149–167, Czech Republic
    November 2002
  • S. Panchanathan and A. Sudarsanam
    “Current Trends for Silicon and Embedded Computing Solutions for Automotive Applications”
    Invited paper, Proc. of the 2002 International Congress on Transportation Electronics: Convergence 2002, Detroit, MI
    October 2002
  • S. Panchanathan
    “Ubiquitous Multimedia Computing”
    Invited paper, Proc. of the 8th International Workshop on Multimedia Information Systems, Tempe, AZ
    October 2002
  • Y.C. Park, F. Golshani, P.K. Kim, and S. Panchanathan
    “Retrieval of visual information based on the semantic models”
    Proc. of the Database and Expert Systems Applications (DEXA), Aix en Provence, France
    September 2002
  • Y. Park, F. Golshani, and S. Panchanathan
    “Towards Semantic–based Retrieval of Visual Information: A Model–based approach”
    Proc. of the Internet Multimedia Systems III, Boston, MA
    July 2002
  • J. Black, M. Gargesha, K. Kahol, P. Kuchi, and S. Panchanathan
    “A Framework for Performance Evaluation of Face Recognition Algorithms”
    Proc. of the Internet Multimedia Systems III, pp. 163– 174, Boston, MA
    July 2002
  • G. Gannod, S. Panchanathan, and Y. H. Lee
    “A Consortium–Based Model for the Development of a Concentration Track in Embedded Systems”
    Proc. of the American Society for Engineering Education, Montreal, CA
    June 2002
  • G. F. Fahmy, J. Bhalod and S. Panchanathan
    “A Novel Joint Compression and Indexing Approach in Wavelet Compressed Domain”
    Proc. of the International Conference on Acoustics Speech and Signal Processing (ICASSP), Orlando, FL
    May 2002
  • G. F. Fahmy and S. Panchanathan
    “A Lifting-Based System for Optimal Compression and Classification in the JPEG2000 Framework”
    Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS 2002), pp. IV153–156, Phoenix, AZ
    May 2002
  • M. Gargesha and S. Panchanathan
    “Face Detection from Color Images by Iterative Thresholding on Skin Probability Maps”
    Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS2002), pp. V673–676, Phoenix, AZ
    May 2002
  • S. Kumar, R. Gurunathan, S. Newfeld, C. Colbourn, and S. Panchanathan
    “Computational Analysis of Embryonic Gene Expression Patterns”
    poster session for Drosophilla Research Conference
    April 2002
  • M. Gargesha and S. Panchanathan
    “A Hybrid Technique for Facial Feature Point Detection”
    Proc. of the Southwest Symposium on Image Analysis and Interpretation (SSIAI), pp. 134–138, Santa Fe, NM
    April 2002
  • J. Black, G. F. Fahmy, and S. Panchanathan
    “A Method for Evaluating the Performance of Content–Based Image Retrieval Systems”
    Proc. of the Southwest Symposium on Image Analysis and Interpretation (SSIAI) 2002, Santa Fe, NM
    April 2002
  • A. Akoglu, A. Dasu, A. Sudarsanam, M. Srinivasan, and S. Panchanathan
    “Pattern Recognition Tool to Detect Reconfigurable Patterns in MPEG4 Video Processing”
    Proc. of the Workshop on Parallel and Distributed Computing in Image Processing, Video Processing, and Multimedia (PDIVM’2002), pp. 131–135, Florida
    April 2002
  • J. Black, K. Vaithianathan, and S. Panchanathan
    “Using a Computational Model of Human Color Vision to Perform Object Segmentation in Natural Images”
    Proc. of the Human Vision and Electronic Imaging Conference, San Jose, CA
    January 2002
  • M. Gargesha and S. Panchanathan
    “Face Classification Using Curvature–based Multiscale Morphology”
    Proc. of the Visual Communications and Image Processing Conference, pp. 531–542, San Jose, CA
    January 2002
  • G. F. Fahmy and S. Panchanathan
    “Perceptual Indexing of Visual Information”
    Proc. of the Visual Communications and Image Processing Conference, San Jose, CA
    January 2002
  • J. Bhalod, G.F. Fahmy, and S. Panchanathan
    “A Multi–resolution Auto Regressive Model for Texture Classification”
    Proc. of the IEEE International Symposium on Signal Processing and Information Technology, pp. 261–164, Cairo, Egypt
    December 2001
  • A. Vrenios, F. Golshani, and S. Panchanathan
    “Converting Software from a Single System, Concurrent Server to a Cluster Server Architecture”
    Proc. of the 5th International Conference On Principles Of Distributed Systems – OPODIS 2001, Manzanillo, Mexico
    December 2001
  • J. Rowe, A. Razdan, D. Collins, and S. Panchanathan
    “A 3D Digital Library System: Capture, Analysis, Query, and Display”
    Proc. of the 4th International Conference of Asian Digital Libraries (ICADL), pp. 149–159, Bangalore, India
    December 2001
  • S. Kumar and S. Panchanathan
    “Elucidating Gene Interaction Networks Based on Gene Expression Pattern Image Analysis”
    Proc. of the BioVision 2001 Conference, pp. 232–234, Bangalore, India
    December 2001
  • P. Kim, Y. C. Park, F. Golshani, and S. Panchanathan
    “Toward Semantic Interoperability in Description, Sharing and Retrieval of Media Objects”
    Proc. of the International Conference on Integration of Multimedia Contents (ICIM2001), pp. 57–65, Korea
    November 2001
  • Y. C. Park, P. Kim, F. Golshani, and S. Panchanathan “iMEDIA–CAT: Intelligent Media Content Annotation Tool”
    Proc. of International Conference on Integration of Multimedia Contents (ICIM2001), pp. 66–70, Korea
    November 2001
  • Y.C. Park, P.K. Kim, F. Golshani, and S. Panchanathan
    “Concept–based Visual Information Management with Large Lexical Corpus”
    Proc. of the Database and Expert Systems Applications (DEX), pp. 350–360
    2001
  • Y.C. Park, P.K. Kim, F. Golshani, and S. Panchanathan
    “Knowledge-Guided Concept Annotation and Retrieval”
    Proc. of the ACM Multimedia 2001, Ottawa CA
    September 2001
  • G. E. Fahmy, J. Bhalod, and S. Panchanathan
    “A Joint Compression and Indexing Technique in Wavelet Compressed Domain”
    Proc. of the IEEE International Conference on Multimedia and Expo (ICME2001), pp. TP7.05.01–TP7.05.04, Tokyo, Japan
    August 2001
  • R. Mohan, A. R. Dasu, and S. Panchanathan
    “Temporal Partitioning for Advanced Partially Reconfigurable Architectures”
    Proc. of the Reconfigurable Technology: FPGAs and Reconfigurable Processors for Computing and Communications III, pp. 27–35, Denver, CO
    August 2001
  • G. E. Fahmy, J. Bhalod, and S. Panchanathan
    “Region–Based Indexing in the JPEG2000 Framework”
    Proc. of the Internet Multimedia Management Systems II, pp. 91–96, Denver, CO
    August 2001
  • F. Golshani, S. Panchanathan, O. Friesen, Y.C. Park, and J. J. Song
    “Design of an Information–Centric Concentration Track for Computer Science Majors”
    Proc. of the Americas Conference on Information Systems (AMCIS 2001), Boston, MA
    August 2001
  • K. Jayaraman, S. Panchanathan, and S. Kumar
    “Classification and Indexing of Gene Expression Images”
    Proc. of the Applications of Digital Image Processing XXIV Conference, pp. 471–481, San Diego, CA
    July 2001
  • G. E. Fahmy, J. Bhalod, and S. Panchanathan
    “Novel Joint Compression and Indexing Approach in Wavelet Compressed Domain”
    Proc. of the Applications of Digital Image Processing XXIV Conference, pp. 605–609, San Diego, CA
    July 2001
  • A. Dasu and S. Panchanathan
    “Reconfigurable Media Processing”
    Proc. of the International Conference on Information Technology: Coding and Computing (ITCC 2001), pp.300–304, Las Vegas, NV
    April 2001
  • S. Panchanathan
    “Reconfigurable Embedded Media Processors”
    Proc. of the IEEE International Performance, Computing, and Communications Conference (IPCC 2001), pp.293–298, Phoenix, AZ
    April 2001
  • F. Golshani, S. Panchanathan, O. Friesen, Y. C. Park, and J. J. Song
    “A Comprehensive Curriculum for IT Education and Workforce Development: An Engineering Approach”
    Proc. of the ACM SIGCSE Conference, pp. 238–242, Charlotte, NC
    February 2001
  • K. Vaithianathan and S. Panchanathan
    “VOP Memory Management in MPEG–4”
    Proc. of the Media Processors 2001, Vol. 4313, pp. 96–106, San Jose, CA
    January 2001.
  • N. C. Raghavendra, A.R. Dasu, and S. Panchanathan
    “Complexity Analysis of Sprites in MPEG– 4”
    Proc. of the Media Processors 2001, Vol. 4313, pp. 69–73, San Jose, CA
    January 2001
  • S. Panchanathan
    “Complexity Analysis of Two–Pass Algorithm and Elliptical Weighted Average Filter for VLSI Implementation of Perspective Texture Warping”
    Visual Communications and Image Processing (VCIP 2001), Vol. 4310, pp. 330–339, San Jose, CA
    January 2001
  • A. Dasu and S. Panchanathan
    “Lifting Kernel Based Sprite Codec”
    Visual Communications and Image Processing (VCIP 2001), Vol. 4310, pp. 86–98, San Jose, CA
    January 2001
  • M. Zubair, J. Bhalod and S. Panchanathan
    “Content-Based Indexing in the MPEG – [1, 2 & 4] Domains”
    Proc. of the Internet Multimedia Management Systems Conference, Vol. 4210, pp. 183- 194, Boston, MA
    November 2000
  • M. Jammetige, R.C. Nagaraj, and S. Panchanathan
    “Watermarking of Sprites in MPEG–4”
    Proc. of the III Conference on Multimedia Systems and Applications, Vol. 4209, pp. 273–283, Boston, MA
    November 2000
  • Y. C. Park, J.J. Song, F. Golshani, and S. Panchanathan
    “Polygon-Based Bounding Volume as a Spatio–Temporal Data Model for Video Content Access”
    Proc. of the Internet Multimedia Management Systems Conference, Vol. 4210, pp. 171–182, Boston, MA
    November 2000
  • Y. C. Park, F. Golshani, and S. Panchanathan
    “Conceptualization and Ontology: Tools for Efficient Storage and Retrieval of Semantic Visual Information”
    Proc. of the Internet Multimedia Management Systems Conference, Vol. 4210, pp. 37–48, Boston, MA
    November 2000
  • K. Kim, P. Kim, J.J. Song, F. Golshani, and S. Panchanathan
    “Automatic Classification of Blood Cells in Peripheral Blood Images”
    Proc. of the Internet Multimedia Management Systems Conference, Vol. 4210, pp. 290–298, Boston, MA
    November 2000
  • F. Golshani, and S. Panchanathan
    “A Logical Foundation for an Information Engineering Curriculum”
    Proc. of the Frontiers in Education (FIE) conference, pp. T3E8–T3E12
    Kansas
    October 2000
  • S. Panchanathan, Y.C. Park, P. Kim, K. Kim, and F. Golshani
    “The Role of Color in the Content-Based Image Retrieval”
    Proc. of the International Conference on Image Processing (ICIP 2000), pp. 517–521, Vancouver, CA
    September 2000
    invited paper
  • J. Bhalod, M. Zubair, and S. Panchanathan
    “Indexing Spatial Content of Still Texture in MPEG – 4”
    Proc. of the European Association for Signal Processing Conference (EUSIPCO 2000), Finland
    September 2000
  • M. Jammetige, and S. Panchanathan
    “Joint Indexing and Watermarking of Images”
    Proc. of the IEEE International Conference on Communications, Control & Signal Processing, pp. 382–385, Bangalore
    July 2000
  • V. Singhla, Y. C. Park, S. Panchanathan, and F. Golshani
    “Video Composition and Retrieval System”
    Proc. of the IEEE Multimedia Expo, pp. TP11.03.1 – TP11.03.4, New York
    July 2000
  • J. J. Fang, K. Ramaswamy, K. Moseler, S. Levi, and S. Panchanathan
    “Complexity of the MIP Map Algorithm for Perspective Texture Warping”
    Proc. of the Media Processors 2000 Conference, Vol. 3970, pp. 118–126, San Jose, CA
    January 2000
  • A. R. Dasu, R. Subramanian, R. C. Nagaraj, and S. Panchanathan
    “Arithmetic Precision for Perspective Transform in Sprite Decoding of MPEG–4”
    Proc. of the Media Processors 2000 Conference, Vol. 3970, pp. 138–145, San Jose, CA
    January 2000
  • C. Lakshmanan, V. Karthikeyan, K. Ramaswamy and, S. Panchanathan
    “Bi–Directional Data Flow Architecture for Padding in MPEG–4”
    Proc. of the Media Processors 2000 Conference, Vol. 3970, pp. 161–166, San Jose, CA
    January 2000
  • J. A. Black, and S. Panchanathan
    “Using a Model of the Human Visual System to Identify and Enhance Object Contours in Natural Images”
    Proc. of the Image and Video Communications and Processing Conference, Vol. 3974, pp. 720–729, San Jose, CA
    January 2000
  • V. Karthikaeyan, and S. Panchanathan
    “Analysis of Object Segmentation Methods for VOP Generation in MPEG–4”
    Proc. of the Image and Video Communications and Processing Conference, Vol. 3974, pp. 191–203, San Jose, CA
    January 2000
  • Y. C. Park, F. Golshani, and S. Panchanathan
    “A Language for Content Description, Sharing and Retrieval of Distributed Multimedia Information”
    Proc. of the Storage and Retrieval for Media Databases 2000, Vol. 3972, pp. 144–153, San Jose, CA
    January 2000
  • S. Panchanathan
    “Media Processing: Issues, Challenges and Processor Architectures”
    Invited Key Note Talk and Paper Proc. of the International Symposium on Multimedia Information Processing (ISMIP’99), pp. KN2.1–KN2.40, Taipei, Taiwan
    December 1999
  • M. Hashemi, L. Winger and S. Panchanathan
    “Compressed Domain Motion Vector Resampling for Downscaling of MPEG Video”
    International Conference on Image Processing’99, pp.595.1–595.4, Kobe, Japan
    October 1999
  • Y. C. Park, F. Golshani, and S. Panchanathan
    “UCDL: Language for Audio–Visual Content Description”
    Proc. of the Multimedia Storage and Archiving Systems IV, Vol. 3846(2), pp.11–21, Boston, MA
    September 1999
  • J. A. Black, and S. Panchanathan
    “Using a Model of the Human Visual System to Identify Features for the Indexing and Retrieval of Images”
    Proc. of the Multimedia Storage and Archiving Systems IV, Vol. 3846(12), pp. 126–136, Boston, MA
    September 1999
  • M. Hashemi, L. Winger, and S. Panchanathan
    “Macroblock Type Selection for Compressed Domain Down–Sampling of MPEG Video”
    Proc. of the Canadian Conference on Electrical and Computer Engineering, pp. 35–38, Alberta, Canada
    May 1999
  • S. Panchanathan, and C. Huang
    “Indexing and Retrieval of Color Images using Vector Quantization”
    Proc. of the Applications of Digital Image Processing XXII, Vol. 3808(53), pp. 558– 568, Denver, CO
    July 1999
  • C. Lakshmanan, and S. Panchanathan
    “Motion Estimation Architecture for MPEG4”
    Proc. of the Parallel and Distributed Methods for Image Processing III, Vol. 3817(2), pp. 14–25
    July 1999
  • T.M. Le, R. Mason and S. Panchanathan
    “Visual Communications on the Memory–Embedded Array Processor: The Computational*RAM”
    GRIP’99, Ottawa
    June 1999
  • S. Panchanathan
    “Architectural Approaches for Multimedia Processing”
    Invited Key Note Talk and Paper, 4th International Conference of Austrian Center for Parallel Computing, pp. 196–210, Salzburg, Austria
    February 1999
  • M. K. Mandal, and S. Panchanathan
    “Spatio–temporal Indexing of Video in Wavelet Domain”
    Electronic Imaging Symposium – Visual Communications and Image Processing, Vol. 3653(148), pp.1542–1550, San Jose, CA
    January 1999
  • C. Tsougarakis, and S. Panchanathan
    “Content–Based Object Segmentation in Video Sequences”
    The Electronic Imaging Symposium – Visual Communications and Image Processing, Vol. 3653(121), pp.1269–1276, San Jose, CA
    January 1999
  • O. Fatemi, and S. Panchanathan
    “Classification of Media Processors”
    Proc. of the Conference on Media Processors, Vol. 3655(14), pp. 135–146, San Jose, CA
    January 1999
  • M. K. Mandal and S. Panchanathan
    “Video Segmentation in the Wavelet Compressed Domain”
    Proc. of the Multimedia Storage and Archiving Systems III Conference, Vol. 3527, pp. 262–270, Boston, MA
    November 1998
  • Y. C. Park, S. Panchanathan, and F. Golshani
    “Interactive Classification and Indexing of Still and Motion Pictures in VideoRoadMap”
    Proc. of the Multimedia Storage and Archiving Systems III Conference, Vol. 3527, pp. 122–133, Boston, MA
    November 1998
  • M. K. Mandal and S. Panchanathan
    “Video Indexing in the Wavelet Transform Domain”
    Invited Paper at Proc. of the IEEE International Conference on Image Processing, Vol. 53, pp. 518–522, Chicago, IL
    October 1998
  • O. Fatemi, and S. Panchanathan
    “Survey of Architectures for Media Processing”
    Proc. of the Conference on I/O and Imaging Technology, Vol. 3422, pp. 199–209, Taiwan
    July 1998
  • M. K. Mandal, S. Panchanathan and T. Aboulnasr
    “Fast Wavelet Histogram Techniques for Image Indexing”
    Proc. of the IEEE Workshop on Content–Based Access of Image and Video Libraries, pp. 68–72, Santa Barbara, CA
    June 1998
  • S. Panchanathan, F. Golshani, and Y. C. Park
    “Video RoadMap: A System for Interactive Classification and Indexing of Still and Motion Pictures”
    Proc. of the IEEE Instrumentation and Measurement Techniques Conference (IMTC98), pp. 18 – 21, Minnesota
    May 1998
  • N. Gamaz, X. Huang and S. Panchanathan
    “Scene Change Detection in MPEG Domain”
    Proc. of the IEEE Southwest Symposium on Image Analysis and Interpretation, pp. 12–17, Arizona
    April 1998
  • K. S. Candan, F. Golshani, S. Panchanathan, and Y. C. Park
    “VIMOS: A Video Mosaic for Spatio–Temporal Representation of Visual Information”
    Proc. of the IEEE Southwest Symposium on Image Analysis and Interpretation, pp. 6–11, Arizona
    April 1998
  • M. K. Mandal, S. Panchanathan, and T. Aboulnasr
    “Adaptive Multiresolution Motion Estimation Techniques for Wavelet–Based Video Coding”
    Proc. of the Electronic Imaging Symposium – Visual Communications and Image Processing ‘98, Vol. 3309, pp. 965–974, San Jose, CA
    January 1998
  • T. M. Le, W. M. Snelgrove, and S. Panchanathan
    “Fast Motion Estimation using Feature Extraction and XOR Operations”
    Proc. of the Electronic Imaging Symposium–Multimedia Hardware Architectures’98, Vol. 3311, pp. 108–118, San Jose, CA
    January 1998
  • O. Fatemi, and S. Panchanathan
    “Design Trends in Multimedia Hardware Architectures”
    Proc. of the Electronic Imaging Symposium – Multimedia Hardware Architectures’98, Vol. 3311, pp. 2–7, San Jose, CA
    January 1998
  • T. M. Le, W. M. Snelgrove, and S. Panchanathan
    “SIMD Processor Arrays for Image and Video Processing: A Review”
    Proc. of the Electronic Imaging Symposium–Multimedia Hardware Architectures’98, Vol. 3311, pp. 30–41, San Jose, CA
    January 1998
  • L. Nguyen, and S. Panchanathan
    “Buffer Control for Variable–Bit–Rate Video over Wireless ATM LAN”
    Proc. of the Multimedia Networks: Security, Displays, Terminals and Gateways, Vol. 3228, pp. 49–57, Dallas, TX
    November 1997
  • M. Mandal, F. Idris, and S. Panchanathan
    “Image and Video Indexing in the Compressed Domain”
    Proc. of the Multimedia Storage and Archiving System II, Vol. 3229, pp. 2–13, Dallas, TX
    November 1997
  • O. Fatemi and S. Panchanathan
    “Block Rotation: Implementation and Applications”
    Proc. of the Conference on Parallel and Distributed Methods for Image Processing, Vol. 3166, pp. 254–263, San Diego, CA
    July 1997
  • J. Chen, and S. Panchanathan
    “Camera Operation Detection for Video Indexing”
    Proc. of the IEEE International Conference on Consumer Electronics ’97, pp. 248–249, Chicago
    June 1997
  • T.M. Le, P Nyasulu, R. McKenzie, P. Lauzon, M. Snelgrove, and S. Panchanathan
    “Computational*RAM (C*RAM): Architectures and Applications”
    Technical Exhibition (TEXPO), Ottawa, CA
    June 1997
  • Y. P. Ko and S. Panchanathan
    “Scalable Video Coding Using H.263”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’97), Vol. 1, pp. 367–370, Halifax
    May 1997
  • S. Padhy, O. Hage, and S. Panchanathan
    “User–Interface for Relative Performance Evaluation of Compression Techniques”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’97), Vol. 1, pp. 383–386, Halifax
    May 1997
  • A. David, S. Panchanathan, S.A. Boothroyd, and J. Chrostowski
    “Fast Optical Joint Transform Correlator for Face Recognition”
    Proc. of the IEEE Workshop on Emergent Technologies & Virtual Systems for Instrumentation and Measurement ’97, pp. 160–164, Niagara Falls, Ontario, CA
    May 1997
  • A. David and S. Panchanathan
    “Statistical Methods for Face Recognition”
    Proc. of the IEEE Workshop on Emergent Technologies & Virtual Systems for Instrumentation and Measurement ’97, pp. 153–159, Niagara Falls, Ontario, CA
    May 1997
  • T. M. Le, M. Snelgrove, and S. Panchanathan
    “Computational RAM Implementation of MPEG for HDTV Quality Video”
    Proc. of the Electronic Imaging Symposium – Multimedia Hardware Architectures ’97, Vol. 3021, pp. 182–194, San Jose, CA
    February 1997
  • O. Fatemi, and S. Panchanathan
    “Fractal Engine”
    Proc. of the Electronic Imaging Symposium – Multimedia Hardware Architectures ’97, Vol. 3021, pp. 88–100, San Jose, CA
    February 1997
  • M. R. Hashemi, T. H. Yeap, and S. Panchanathan
    “Predictive Vector Quantization Using Neural Networks”
    Proc. of the Electronic Imaging Symposium – Applications of Artificial Neural Networks in Image Processing, Vol. 3030, pp. 14–21, San Jose, CA
    February 1997
  • Q. Hu, and S. Panchanathan
    “Encoding Scaled MPEG Video in Compressed Domain”
    Proc. of the Electronic Imaging Symposium – Visual Communications and Image Processing ‘97, Vol. 3024, pp. 983–991, San Jose, CA
    February 1997
  • F. Idris, and S. Panchanathan
    “Detection of Camera Operations in Compressed Video”
    Proc. of the Electronic Imaging Symposium – Storage and Retrieval for Image and Video Databases, Vol. 3022, pp. 493–505, San Jose, CA
    February 1997
  • M. K. Mandal, S. Panchanathan, and T. Aboulnasr
    “Image Indexing Using Translation and Scale–Invariant Moments and Wavelets”
    Proc. of the Electronic Imaging Symposium – Storage and Retrieval for Image and Video Databases, Vol. 3022, pp. 380–389, San Jose, CA
    February 1997
  • M. J. Kumar, S. Venkatesh, and S. Panchanathan
    “A Distributed Directory Scheme for Information Access in Mobile Computing Environments”
    Proc. of the IEEE International Conference on High Performance Computing, pp. 138–143, Trivandrum, India
    December 1996
  • O. Fatemi, and S. Panchanathan
    “VLSI Architecture for a Scalable Matrix Transposer”
    Proc. of the IEEE 1996 International Conference on Innovative Systems in Silicon, pp. 382–391, Austin, TX
    October 1996
  • M. K. Mandal, T. Aboulnasr, and S. Panchanathan
    “Image Indexing using Moments and Wavelets”
    Proc. of the IEEE International Conference on Consumer Electronics ’97, pp. 242–243, Chicago, IL. June 1996
  • N. Gamaz, and S. Panchanathan
    “Color Scalability”
    Proc. of the IEEE International Conference on Consumer Electronics ’97, pp. 212–213, Chicago, IL
    June 1996
  • O. Fatemi, S. Zhang, and S. Panchanathan
    “Optical Flow Based Model for Scene Cut Detection”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’96), Vol. I, pp. 470–473, Calgary
    May 1996
  • T. M. Le, M. Snelgrove, and S. Panchanathan
    “Computational RAM Implementation of Mean–Average Scalable Vector Quantization for Real–Time Progressive Image Transmission”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’96), Vol. I, pp. 442–445, Calgary
    May 1996
  • F. Idris, and S. Panchanathan
    “Image and Video Indexing in Compressed Domain”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’96), Vol. II, pp. 903-906, Calgary
    May 1996
  • Q. Hu, and S. Panchanathan
    “A Comparative Evaluation of Spatial Scalability Techniques in the Compressed Domain”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’96), Vol. I, pp. 474–477, Calgary
    May 1996
  • O. Fatemi, and S. Panchanathan
    “Real–Time VHDL Implementation of Cache Vector Quantization”
    Iranian Conference on Computer Engineering, pp. 35, Tehran
    April 1996
  • Q. Hu, and S. Panchanathan
    “Spatial Scalability in the JPEG Compressed Domain”
    Proc. of the Picture Coding Symposium (PCS ‘96), Melbourne, Australia
    March 1996
  • F. Idris, and S. Panchanathan
    “Algorithms for Image Indexing using Vector Quantization”, Proc. of the International Conference on Visual Information Systems ‘96, pp. 303–308
    Australia
    February 1996
  • M. K. Mandal, and S. Panchanathan
    “Motion Estimation Technique for a Wavelet–based Video Coder”
    Proc. of the IS&T Symposium on Electronic Imaging Science and Technology – Digital Video Compression–Algorithms and Technologies, Vol. 2668, pp. 122–128, San Jose, CA
    February 1996
  • O. Fatemi, and S. Panchanathan
    “VLSI chip–set for Affine–based Video Compression”
    Proc. of the IS&T Symposium on Electronic Imaging Science and Technology – Digital Video Compression– Algorithms and Technologies, Vol. 2668, pp. 233–242, San Jose, CA
    February 1996
  • Q. Hu, and S. Panchanathan
    “Spatial Scalability in Compressed Domain”
    Proc. of the IS&T Symposium on Electronic Imaging Science and Technology–Digital Video Compression–Algorithms and Technologies, Vol. 2668, pp. 60–68, San Jose, CA
    February 1996
  • F. Idris, and S. Panchanathan
    “Indexing of Compressed Video Sequences”
    Proc. of the IS&T Symposium on Electronic Imaging Science and Technology – Image and Video Databases, Vol. 2670, pp. 247–253, San Jose, CA
    February 1996
  • S. Panchanathan
    “Visual Communications”
    Invited Talk and Paper Proc. of the International Conference on Trends in Industrial Measurements and Automation ’96, pp. 121–126, Madras, India
    December 1995
  • M. K. Mandal and S. Panchanathan
    “A Multiresolution Motion Estimation Technique for Video Compression”
    Proc. of the International Conference on Pattern Recognition, Image Processing and Computer Vision, pp. 62–65, Kharagpur
    December 1995
  • F. Idris, and S. Panchanathan
    “Image Indexing using Wavelet Vector Quantization”
    Proc. of the Photonics East – Archiving and Storage of Digital Images, Vol. 2606, pp. 269–275, Philadelphia, PA
    October 1995
  • H. Dam, N. Gamaz, and S. Panchanathan
    “A Scalable Color Mapping Algorithm for Image Display”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’95), Vol. 2, pp. 831–833, Montreal, CA
    September 1995
  • A. Grezeszczak, T. H. Yeap, and S. Panchanathan
    “VLSI Implementation of Discrete Wavelet Transform”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’95), Vol. 2, pp. 819–822, Montreal, CA
    September 1995
  • M. R. Hashemi, T. H. Yeap, and S. Panchanathan
    “Predictive Vector Quantization Using Neural Networks”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’95), Vol. 2, pp. 834–837, Montreal, CA
    September 1995
  • K. Tse, J. Wei, and S. Panchanathan
    “A Scene Change Detection Algorithm for MPEG Compressed Video Sequences”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’95), Vol. 2, pp. 827–830, Montreal, CA
    September 1995
  • O. Fatemi and S. Panchanathan
    “Real–Time VLSI Architecture for Video Compression”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’95), Vol. 1, pp. 128– 131, Montreal, CA
    September 1995
  • A. Grezeszczak, T. H. Yeap, and S. Panchanathan
    “VLSI Chip–set for Discrete Wavelet Transform”
    Proc. 8th Annual IEEE Application Specific Integrated Circuits (ASIC ’95) Conference, pp. 71–74, Austin, TX
    September 1995
  • M. K. Mandal, T. Aboulnasr, and S. Panchanathan
    “Adaptive Wave Packet Decomposition and Quantization in Wavelet–Based Image Coding”
    Proc. of the Midwest Symposium on Circuits and Systems, Vol 2, pp. 1122–1126, Brazil
    August 1995
  • M. K. Mandal, S. Panchanathan, and T. Aboulnasr
    “Wavelet–Based Image Coding Using HVS Characteristics”
    Proc. of the International Symposium on Optical Science, Engineering, and Instrumentation – Wavelet Applications in Signal and Image Processing III, Vol. 2569, pp. 345–352, San Diego, CA
    July 1995
  • T. M. Le, and S. Panchanathan
    “CRAM Implementation of an Adaptive Vector Quantization Algorithm for Image Sequence Coding”
    Proc. of the IEEE International Conference on Consumer Electronics, pp. 294–295, Chicago, IL
    June 1995
  • F. Idris and S. Panchanathan
    “Storage and Retrieval of Compressed Images”
    Proc. of the IEEE International Conference on Consumer Electronics, pp. 142–143, Chicago, IL
    June 1995
  • M. K. Mandal, S. Panchanathan and T. Aboulnasr
    “Choice of Wavelets for Image Compression”
    The 1995 Canadian Workshop on Information Theory, pp. 239–249, Quebec City, CA
    May 1995
  • F. Idris and S. Panchanathan
    “Image Indexing using Vector Quantization”
    Proc. of the Symposium on Electronic Imaging Science and Technology – Image and Video Databases, Vol. 2420, pp. 373–380, San Jose, CA
    February 1995
  • A. Jain, N. Gamaz, and S. Panchanathan
    “Scalable Image Compression using Combined Wavelet Transform and Vector Quantization”
    Proc. of the Symposium on Electronic Imaging Science and Technology – Digital Video Compression–Algorithms and Technologies, Vol. 2419, pp. 354–364, San Jose, CA
    February 1995
  • A. Jain and S. Panchanathan
    “Wavelet Based Scalable Image Compression”
    Proc. of the Symposium on Electronic Imaging Science and Technology – Digital Video Compression– Algorithms and Technologies, Vol. 2419, pp. 505–514, San Jose, CA
    February 1995
  • M. K. Mandal, S. Panchanathan, and T. Aboulnasr
    “Wavelets for Image Compression”
    Proc. of the IEEE International Symposium on Time–Frequency and Time–Scale Analysis, pp. 338–341, Philadelphia, PA
    October 1994
  • G. R. Rajugopal and S. Panchanathan
    “Fractal Coding of Color Images”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE ’94), Vol. 2, pp. 513–516, Halifax
    September 1994
  • A. Grezeszczak, T. H. Yeap, and S. Panchanathan
    “VLSI Architectures for Wavelet Transform”
    Proc.of the Canadian Conference on Electrical and Computer Engineering (CCECE ’94), Vol. 2, pp. 461–464, Halifax
    September 1994
  • S. Panchanathan, E. Chan, and X. Wang
    “Fast Multiresolution Motion Estimation Scheme for a Wavelet Transform Video Coder”
    Proc. of the Visual Communications and Image Processing ’94, Vol. 2308, pp. 671–681, Chicago, IL
    September 1994
  • S. Panchanathan and A. Jain
    “Robust Algorithms for Image Transmission over ATM Networks”
    Proc. of the Visual Communications and Image Processing ’94, Vol. 2308, pp. 1918–1927, Chicago, IL
    September 1994
  • T. M. Le, M. Snelgrove, and S. Panchanathan
    “Computational RAM Implementation of Vector Quantization for Image Compression”
    Proc. of the IEEE Workshop on Visual Signal Processing and Communications, pp. 157–162, New Jersey
    September 1994
  • A. Jain and S. Panchanathan
    “Scalable Compression for Image Browsing”
    Proc. of the International Conference on Consumer Electronics (ICCE ’94), pp. 100–101, Chicago, IL
    June 1994
  • O. Fatemi, F. Idris, and S. Panchanathan
    “FPGA Implementation of the LRU Algorithm for Video Compression”
    Proc. of the International Conference on Consumer Electronics (ICCE ’94), pp. 72– 73, Chicago, IL
    June 1994
  • A. Jain and S. Panchanathan
    “Image Coding using Vector Quantization with Fujitsu VPX 240/10”
    Proc. Supercomputing Symposium ’94, pp. 52
    June 1994
  • O. Fatemi and S. Panchanathan
    “FPGA Implementation of a Matrix Transposer”
    Proc. Canadian Workshop on Field–Programmable Devices: Technology, Tools and Applications, pp. 4.4.1–4.4.7, Kingston, Ontario, CA
    June 1994
  • A. Jain and S. Panchanathan
    “Scalable Image Transmission over ATM Networks”
    Proc. of the 17th Biennial Symposium on Communications, Kingston, Ontario, CA
    May 1994
  • F. Idris and S. Panchanathan
    “Associative Memory Architecture for Video Compression”
    Proc. of the IEEE International Conference on Circuits and Systems, Vol. 3, pp. 93–96, London, U.K.
    May 1994
  • G. Iyengar and S. Panchanathan
    “Codec Designs for Image Browsing”
    Proc. of the IEEE International Conference on Multimedia Systems ’94, pp. 473–481, Boston, MA
    May 1994
  • E. Chan, R. Gandhi and S. Panchanathan
    “A Fast Motion Estimation Algorithm for an MPEG Video Coder”
    Proc. of the. Symposium on Electronic Imaging Science and Technology–Digital Video Compression and Processing on Personal Computers, Vol. 2187, pp. 222 – 228, San Jose, CA
    February 1994
  • X. Wang and S. Panchanathan
    “Wavelet Transform Coding Using NIVQ”
    Proc. of the. Visual Communications and Image Processing ’93, Vol. 2094, pp. 999–1009, Boston, MA
    November 1993
  • F. Idris and S. Panchanathan
    “Image Sequence Coding Using Frame Adaptive Vector Quantization”
    Proc. of the. Visual Communications and Image Processing ’93, Vol. 2094, pp. 941– 952, Boston, MA
    November 1993
  • R. Gandhi, L. Wang, S. Panchanathan, and M. Goldberg
    “An MPEG like Video Coder”
    Proc. of the. Visual Communications and Image Processing ’93, Vol. 2094, pp. 706–717, Boston, MA
    November 1993
  • M. B. Brahmanandam, S. Panchanathan, and M. Goldberg
    “An Affine Transform-Based Image Vector Quantization”
    Proc. of the. Visual Communications and Image Processing ’93, Vol. 2094, pp. 1639–1648, Boston, MA
    November 1993
  • R. Gandhi, L. Wang, S. Panchanathan, and M. Goldberg
    “3–D Adaptive Pyramid for Compatible HDTV Video Compression”
    Proc. of the International Workshop on HDTV ’93, Ottawa, CA
    October 1993
  • E. Chan and S. Panchanathan
    “Review of Block Matching Based Motion Estimation Algorithms for Video Compression”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE’ 93), vol. 1, pp. 151–154, Vancouver, B.C.
    September 1993
  • E. Chan and S. Panchanathan
    “A Novel Motion Estimation Algorithm for Video Compression”
    Proc. of the Asia–Pacific Conference on Communications (APCC’ 93), Vol. 1, pp. 410–413, Korea
    August 1993
  • P. Manga, T. H. Yeap, and S. Panchanathan
    “A Neural Network Approach to Predictive Vector Quantization”
    Proc. of the International Conference on Neural Network Applications to Signal Processing (NNASP ’93), Singapore
    August 1993
  • E. Chan and S. Panchanathan
    “A VLSI Architecture for DFT”
    Proc. of the IEEE 36th Midwest Symposium on Circuits and Systems, Vol. 1, pp. 292–295, Detroit, MI
    August 1993
  • E. Chan and S. Panchanathan
    “Motion Estimation Architecture for Video Compression”
    Proc. of the International Conference on Consumer Electronics (ICCE ’93), TUAM 4.4, pp. 72 – 73, Chicago, IL
    June 1993
  • G. Iyengar, S. Panchanathan, and M. Goldberg
    “A Software Tool for Progressive Image Transmission”
    Proc. of the International Conference on Communications (ICC’ 93), Vol. 1, pp. 527– 531
    Geneva, Switzerland
    May 1993
  • D. Knox and S. Panchanathan
    “Parallel Searching Techniques for Routing Table Lookup”
    Proc. of the INFOCOM ’93, pp. 11c 4.1–11c 4.6, San Francisco, CA
    March 1993
  • F. Idris and S. Panchanathan
    “Adaptive Vector Quantizer for Image Coding”
    Proc. of the Picture Coding Symposium (PCS)’93, pp. 5.2.1–5.2.2
    Lausanne, Switzerland
    March 1993
  • G. Iyengar and S. Panchanathan
    “A Systolic Array Architecture for Real–Time Gabor Decomposition”
    Proc. of the Visual Communications and Image Processing ’92, Vol. 1818, pp. 1006–1015, Boston, MA
    November 1992
  • G. Iyengar, S. Panchanathan and M. Goldberg
    “Progressive Image Transmission using Gabor Decomposition”
    Proc. of the Canadian Conference on Electrical and Computer Engineering (CCECE) 92, Vol. 1, pp. TA 4.5.1–4.5.4, Toronto, CA
    September 1992
  • S. Panchanathan, T. H. Yeap, and B. Pilache
    “A Neural Network for Image Compression”
    Proc. of the Intelligent Information Systems–Applications of Artificial Neural Networks III, Vol. 1709, pp. 376–385, Orlando, FL
    April 1992
  • R. Mattaparthi, S. Panchanathan, and M. Goldberg
    “Performance Evaluation of Progressive Transmission Techniques”
    Proc. of the IEEE–TENCON’ 91, Vol. III, pp. 405–409, New Delhi, India
    August 1991
  • L. Zhang, M. Goldberg, and S. Panchanathan
    “Performance Study of Frame Replenishment Transmission Systems”
    Proc. of the ICC’ 91, Vol. 1, pp. 8.4.1–8.4.5, Denver, CO
    June 1991
  • L. Zhang, M. Goldberg and S. Panchanathan
    “Combined Source Channel Frame Replenishment Coding”
    Proc. of the ICASSP’ 91, M1.12, Vol. 4, pp. 2313–2316, Toronto, CA
    May 1991
  • S. Panchanathan and M. Goldberg
    “Real–Time Image Vector Quantizers Based Upon Content–Addressable Memory”
    Proc. of the Picture Coding Symposium, pp. 14.5.1–2, M.I.T, Cambridge, MA
    March 1990
  • M. Goldberg, S. Panchanathan, and L. Wang
    “A Comparison of Lossy Coding Techniques for Digitized Radiographic Images”
    Proc. of the Medical Imaging IV, vol. 1232, pp. 327–336, California
    February 1990
  • S. Panchanathan and M. Goldberg
    “A Vector–centered CAM Architecture for Image Coding Using Vector Quantization”
    Proc. of the Visual Communications and Image Processing IV, Vol. 1199, pp. 1084–1094, Philadelphia, PA
    November 1989
  • S. Panchanathan and M. Goldberg
    “Architectures for Image Coding using Adaptive Vector Quantization”
    Proc. of the Progress in Image Analysis and Processing, pp. 767–770, Positano, Italy
    June 1989
  • S. Panchanathan, M. Goldberg, and H. Khalfallah
    “Image Coding Using Vector Quantization with the Cray X–MP”
    Proc. of the Supercomputing Symposium, pp. 85–90, Toronto, CA
    June 1989
  • S. Panchanathan and M. Goldberg
    “A Systolic Array Architecture for Image Coding Using Vector Quantization”
    Proc. of the International Symposium on VLSI Technology, Systems and Applications, pp. 271–275, Taipei, Taiwan
    May 1989
  • S. Panchanathan and M. Goldberg
    “Content–Addressable Memory Architecture for Image Coding Using Vector Quantization”
    Proc. of the Advances in Image Compression and Automatic Target Recognition, Vol. 1099, pp. 169–80, Orlando, FL
    March 1989
  • S. Panchanathan and M. Goldberg
    “A Mini–Max Error Criterion-Based Algorithm for Image Adaptive Vector Quantization”
    Proc. of the Medical Imaging III–Image Capture and Display, Vol. 1091, pp. 50–57, California
    January 1989
  • S. Panchanathan and M. Goldberg
    “Algorithms and Architecture for Image Adaptive Vector Quantization”
    Proc. of the Visual Communications and Image Processing ’88, Vol. 1001, pp. 336– 344, Cambridge, MA
    November 1988
Chapters/Sections in Books
  • H. Ranganathan, H. Venkateswara, S. Chakraborty, and S. Panchanathan
    “Deep Active Learning for Image Regression”
    in Deep Learning Applications, M. Arif Wani, Mehmed Kantardzic and Moamar Mouchaweh, Eds., Springer International Publishing
    2019
    under review
  • A. Tadayon, T. McDaniel, S. Panchanathan
    “Wearable Computing and Human Centricity”
    in The Philosophy of Mission-Oriented Wireless Sensor Networks, H. M. Ammari, Ed. Springer International Publishing
    2019
    to appear
  • C. D. C. Heath, T. McDaniel, S. Panchanathan
    “Examining Motivational Game Features for Students With Learning Disabilities or Attention Disorders”
    in Handbook of Research on Immersive Digital Games in Educational Environments, A. L. Krassmann, É. M. Hoff do Amaral, F. B. Nunes, G. B. Voss, M. C. Zunguze, Eds., IGI Global
    2018
    pp. 232-259
  • B. Gupta, M. Saxon, T. McDaniel, S. Panchanathan
    “Chat-Box: Proposing a Mood Analyzer for Individuals with Social Interaction Disabilities”
    in HCI International 2018 – Posters’ Extended Abstracts, C. Stephanidis, Ed. Vol. 851
    Springer, Cham
    2018
    pp. 394-401
  • S. Panchanathan, M. Moore, H. Venkateswara, S. Chakraborty, T. McDaniel
    “Chapter 8 – Computer Vision for Augmentative and Alternative Communication”
    in Computer Vision for Assistive Healthcare, L. Marco, G. M. Farinella, Eds., Elsevier Ltd.
    2018
    pp. 211–248
  • A. Tadayon, R. Tadayon, T. McDaniel, S. Panchanathan
    “SmartGym: An Anticipatory System to Detect Body Compliance During Rehabilitative Exercise”
    in Universal Access in Human–Computer Interaction: Human and Technological Environments, M. Antona, C. Stephanidis, Eds. Lecture Notes in Computer Science, Vol. 10279
    Springer, Cham
    2017
    pp. 98-107
  • R. Tadayon, T. McDaniel, M. Goldberg, P. M. Robles-Franco, J. Zia, M. Laff, M. Geng, and S. Panchanathan
    “Interactive Motor Learning with the Autonomous Training Assistant: A Case Study”
    in Human-Computer Interaction: Interaction Technologies, M. Kurosu, Ed. Springer International Publishing
    2015
    pp. 495–506
  • A. Tadayon, J. Zia, L. Anantuni, T. McDaniel, N. Krishnamurthi, and S. Panchanathan
    “A Shoe-Mounted System for Parkinsonian Gait Detection and Real-Time Feedback”
    in HCI International 2015 – Posters’ Extended Abstracts, C. Stephanidis, Ed. Springer International Publishing
    2015
    pp. 528–533
  • S. Yasmin, T. McDaniel, and S. Panchanathan
    “A Haptic-Based Application for Active Exploration of Facial Expressions by the Visually Impaired”
    in Advances in Visual Computing, G. Bebis, R. Boyle, B. Parvin, D. Koracin, R. McMahan, J. Jerald, H. Zhang, S. M. Drucker, C. Kambhamettu, M. E. Choubassi, Z. Deng, and M. Carlson, Eds. Springer International Publishing
    2014
    pp. 357–366
  • T. McDaniel, S. Bala, J. Rosenthal, R. Tadayon, A. Tadayon, and S. Panchanathan
    “Affective Haptics for Enhancing Access to Social Interactions for Individuals Who are Blind”
    Universal Access in Human-Computer Interaction. Design and Development Methods for Universal Access, C. Stephanidis and M. Antona, Eds., Springer International Publishing, pp. 419–429
    2014
  • C.K. Narayan, S. Panchanathan
    “Body Sensor Networks for Activity Detection”
    The Art of Wireless Sensor Networks, Springer textbook
    2013
  • L. N. Viswanathan, T. McDaniel, and S. Panchanathan
    “Audio-Haptic Description in Movies”
    in HCI International 2011 – Posters’ Extended Abstracts, C. Stephanidis, Ed. Springer Berlin Heidelberg
    2011
    pp. 414–418
  • S. Marcel, C. McCool, S. Chakraborty, V. Balasubramanian, S. Panchanathan, J. Nolazco, L. Garcia, R. Aceves, et al.
    “On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation”
    Lecture Notes on Computer Science (ICPR Contest Series)
    2010
  • S. Nataraju, V. Balasubramanian, and S. Panchanathan
    “An Integrated Approach to Visual Attention Modeling for Saliency Detection in Videos”
    Machine Learning for Vision-Based Motion Analysis, Springer book series on Pattern Recognition
    2010
  • V. Balasubramanian and S. Panchanathan
    “Biased Manifold Embedding: Supervised Isomap for Person–Independent Head Pose Estimation”
    in Computer Vision and Computer Graphics Theory and Applications Lecture Notes on Communications in Computer and Information Science, Vol. 21, Springer Publishing, pp. 177–188
    2009
  • S. Krishna, V. Balasubramanian, J. Black, and S Panchanathan
    “Person–Specific Characteristic Feature Selection for Face Recognition”
    Biometrics: Theory, Methods, and Applications, Ch. 5, Wiley Publications, pp. 113–141
    2009
  • P. Tripathi, K. Kahol, A. Sridaran, and S. Panchanathan
    “A Model for Visio–Haptic Attention for Efficient Resource Allocation in Multimodal Environments”
    Foundations of Augmented Cognition, Springer Berlin, Heidelberg, pp. 329–336
    2007
  • S. Panchanathan
    “Compressed or Progressive Search”
    Image Databases, Search and Retrieval of Digital Imagery, Wiley & Sons, pp. 465–495
    2002
  • G. Iyengar and S. Panchanathan
    “Image Compression”
    Who Uses Khoros (Khoral Research Inc.,) pp. 42–45
    1995.
  • S. Panchanathan and M. Goldberg
    “Algorithms and Architecture for Image Adaptive Vector Quantization”
    Vector Quantization (Gersho and Gray, Kluwer Academic Publishers) pp. 620–621
    1991
Chapters/Sections in Books
  • H. Ranganathan, H. Venkateswara, S. Chakraborty, and S. Panchanathan
    Deep Active Learning for Image Regression
    in Deep Learning Applications, M. Arif Wani, M. Kantardzic and M. Mouchaweh
    Eds., Springer International Publishing
    2019
    under review
  • A. Tadayon, T. McDaniel, S. Panchanathan
    Wearable Computing and Human Centricity
    in The Philosophy of Mission-Oriented Wireless Sensor Networks, H. M. Ammari
    Ed. Springer International Publishing
    2019
    to appear
  • C. D. C. Heath, T. McDaniel, S. Panchanathan
    Examining Motivational Game Features for Students With Learning Disabilities or Attention Disorders
    in Handbook of Research on Immersive Digital Games in Educational Environments, A. L. Krassmann, É. M. Hoff do Amaral, F. B. Nunes, G. B. Voss, M. C. Zunguze
    Eds., IGI Global
    2019
    pp. 232-259
  • B. Gupta, M. Saxon, T. McDaniel, S. Panchanathan
    Chat-Box: Proposing a Mood Analyzer for Individuals with Social Interaction Disabilities
    in HCI International 2018 – Posters’ Extended Abstracts, C. Stephanidis
    Ed. Vol. 851, Springer, Cham
    2018
    pp. 394- 401
  • S. Panchanathan, M. Moore, H. Venkateswara, S. Chakraborty, T. McDaniel
    Chapter 8 Computer Vision for Augmentative and Alternative Communication
    in Computer Vision for Assistive Healthcare, L. Marco, G. M. Farinella
    Eds., Elsevier Ltd.
    2018
    pp. 211–248
  • A. Tadayon, R. Tadayon, T. McDaniel, S. Panchanathan
    SmartGym: An Anticipatory System to Detect Body Compliance During Rehabilitative Exercise
    in Universal Access in Human–Computer Interaction: Human and Technological Environments, M. Antona, C. Stephanidis
    Eds. Lecture Notes in Computer Science, Vol. 10279, Springer, Cham
    2017
    pp. 98-107
  • R. Tadayon, T. McDaniel, M. Goldberg, P. M. Robles-Franco, J. Zia, M. Laff, M. Geng, and S. Panchanathan
    Interactive Motor Learning with the Autonomous Training Assistant: A Case Study
    in Human-Computer Interaction: Interaction Technologies, M. Kurosu
    Ed. Springer International Publishing
    2015
    pp. 495–506
Book Reviews
  • S. Panchanathan, Bove, M. (Jr.), S. I. Sudharsanan
    “Media Processors (Progress in Biomedical Optics)“
    SPIE–International Society for Optical Engine
    January 2000
  • S. Panchanathan
    “Foundations of Parallel and Distributed Programming“
    G.R. Andrews, Addison– Wesley Publishing
    September 1998
  • S. Panchanathan
    “Packet Video over ATM Networks“
    K.R. Rao, Prentice–Hall Inc.
    July 1998
  • S. Panchanathan and G. Hammouri
    “High–Resolution Video Graphics“
    J. Sanchez and M.P. Canton, McGraw Hill, appeared in the Winter 1994 issue of the IEEE Multimedia Magazine, pp. 87
    1994
Presentations/Demos
  • R. Noziglia, T. McDaniel, D. Anderson, and S. Panchanathan
    “MisophoniAPP: A Website for Treating Misophonia”
    Society of Instrument and Control Engineers (SICE) Annual Conference 2019, SICE 2019, Hiroshima, Japan
    September 2019.
Technical Reports
  • S. Panchanathan, S. Krishna, B. Patel
    “Studying Individual’s and Group’s Socio-Emotional Artifacts in Medical Teams Toward Improved Patient Safety: A TeamSTEPPS Approach“
    ASU/Mayo
    June 2010
  • S. Panchanathan
    “Design of High–Performance General Purpose Embedded Processors Based on the ARM Architecture“
    ARM Inc.
    August 2002
  • S. Panchanathan
    “Software Environment for H.223 Implementation“
    Luxxon
    May 2000
  • S. Panchanathan
    “Media Processing for Digital Television“
    Motorola
    May 2000
  • S. Panchanathan
    “Multimedia Computing with UltraSparc“
    Sun Microsystems
    May 2001
  • S. Panchanathan
    “H.263 Implementation Using a Strong–ARM Processor“
    Corel Corp.
    August 1997
  • S. Panchanathan
    “Optical Computing Architectures for Video Compression“
    National Research Council of Canada
    January 1996
  • S. Panchanathan
    “Video Compression for a Video Server“
    Canadian Marconi Co.
    March 1995
  • S. Panchanathan
    “Advanced Techniques for Video Compression“
    Telesat Canada
    March 1994
Other Publications
  • S. Panchanathan, D. Cook, F. Golshani, T. McDaniel, and S. Chakraborty
    “Technologies for Disabilities“
    Technology & Innovation, Vol. 20, No. 1-2, pp. 1-2
    2018
  • Passing the Baton with Fond Memories
    IEEE Multimedia Magazine EIC Message
    p. 2
    January – March 2010
  • Looking Forward to Changes in 2009
    IEEE Multimedia Magazine EIC Message
    p. 1
    January – March 2009
  • Documenting Motion Sequences with a Personalized Annotation System
    IEEE Multimedia Magazine Feature
    p. 37–45
    January – March 2006
  • The Journey Ahead
    IEEE Multimedia Magazine EIC Message
    p. 1
    April– June 2006
  • Haptic User Interfaces for Multimedia Systems
    IEEE Multimedia Magazine, EIC Message
    p. 22– 23
    July– September 2006
  • Creativity at the Fusion of Disciplines
    IEEE Multimedia Magazine EIC Message

    January – March 2007
  • Health Technology TRENDS
    Novel interdisciplinary collaborations bring sea change to surgical training through virtual reality
    Vol. 19, No. 6, p.10
    June 2007
  • Looking into the Future
    IEEE Multimedia Magazine EIC Message
    p.2
    July – September 2007
  • Looking Forward: New Ideas, New Opportunities
    IEEE Multimedia Magazine EIC Message
    p. 1
    January – March 2008