R.Gouripeddi, V.Balasubramanian, J.Harris, A.Bhaskaran, R.Siegel, 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, 2009.
V.Balasubramanian, R.Gouripeddi, J.Vermillion, A.Bhaskaran, R.M.Siegal, 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, 2009.
T.Hedgpeth, J.Black, S. Panchanathan, "The Evolution of the iCARE Reader", Eighth International ACM SIGACCESS Conference on Computer & Accessibility (ASSETS 2006) (2006), Portland, Oregon, 2006.
K.Kahol, N.C.Krishnan, V.Balasubramanian, S. Panchanathan, "Measuring Movement Expertise in Surgical Tasks", ACM Multimedia 2006 Conference, Santa Barbara, CA, 2006.
V.N.Balasubramanian, S. Panchanathan, "Biased manifold embedding for person-independent head pose", International Conference on Computer Vision Theory and Applications (VISAPP), Barcelona, Spain, 2007.
N.C.Krishnan, B.Li, S. Panchanathan, "Detecting and Classifying frontal back and profile views of Humans", International Conference on Vision theory and applications, Barcelona, Spain, 2007.
V.N.Balasubramanian, J.Ye, S. Panchanathan, "Biased Manifold Embedding: A Framework for Person-Independent Head Pose Estimation", Computer Vision and Pattern Recognition (CVPR’07), Minneapolis, USA, 2007.
N.C.Krishnan, G.Pradhan, S. Panchanathan, "Recognizing Short Duration Hand Movements from Accelerometer data", International Conference on Multimedia and Expo (ICME 2009), Cancun, Mexico, 2009.
K.Kahol, M.Smith, S.Mayes, M.Deka, V.Deka, J.Ferrara, S. Panchanathan, "The effect of Fatigue on Cognitive and Psychomotor Skills of Surgical Residents", HCI International 2007, Beijing, P.R. China, 2007.
T.McDaniel, K.Kahol, S. Panchanathan, "An Interactive Wearable Assistive Device for Individuals who are Blind for Color Perception", HCI International 2007, Beijing, P.R. China, 2007.
J.Black, S.Braiman, N.C.Krishnan, S. Panchanathan, "The role of eye movement signals in dorsal and ventral processing", Human Vision and Electronic Imaging (HVEI 2007), San Jose, CA, 2007.
S.Krishna, S.Braiman, J.Black, S. Panchanathan, "Temporal relation between bottom-up versus top-down strategies for gaze prediction", Human Vision and Electronic Imaging (HVEI 2007), San Jose, CA, 2007.
S.Krishna, G.Little, J.Black, 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, 2006.
M.Phiellip, J.Black, 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, 2006.
A.Akoglu, A.Dasu, S. Panchanathan, "Application Specific Hybrid-FPGA Design", IS&T/SPIE 17th Symposium, Electronic Imaging Science and Technology, San Jose, CA, 2005.
S.Nataraju, V.N.Balasubramanian, S. Panchanathan, "Learning Attention Based Saliency in Videos from Human Eye Movements", IEEE Workshop on Motion and Video Computing (WMVC), Snowbird, UT, 2009.
V.Balasubramanian, S.Chakraborty, 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), Vancouver, Canada, 2009.
M.Alzubaidi, J.Black, A.Patel, S. Panchanathan, "Conscious vs. Subconscious Perception, as a Function of Radiological Expertise", The 22nd IEEE International Symposium on Computer-Based Medical Systems (CBMS 2009), Albuquerque, NM,, 2009.
R.Gouripeddi, V.Balasubramanian, J.Harris, A.Bhaskaran, R.Siegel, 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, 2009.
K.Kahol, P.Tripathi, S. Panchanathan, "Tactile Cueing in Haptic Visualization", ACM Workshop on Haptic Visualization at ACM Computer Human Interface Conference CHI 2005, Portland, OR, 2005.
P.Tripathi, S. Panchanathan, "Comparison of spatio-temporal exploration of everyday objects in touch and vision.", European Conference on Visual Perception (ECVP), Utrecht, Netherlands, 2008.
V.Balasubramanian, S.Chakraborty, S. Panchanathan, "Multiple Cue Integration in Transductive Confidence Machines for Head Pose Classification", IEEE CVPR 2008 Workshop on Online Learning for Classification, Anchorage, Alaska, 2008.
S.Kumar, L.Xu, K.M.Mandal, S. Panchanathan, "Error resiliency schemes in H.264/AVC standard", Journal of Visual Communication Image Representation, , 2006.
O.Lotfallah, S. Panchanathan, "Network performance analysis of advanced video coding schemes", Journal of Visual Communication & Image Representation, , 2006.
M.J.Astrauskas, J.Black, S. Panchanathan, "A Demonstration of PhotoTacs - A Simple Image-based Phone Dialing Interface for People with Cognitive or Visual Impairments", ASSETS 2008 – 10th ACM SIGACCESS Conference on Computers and Accessibility, Halifax, Nova Scotia, Canada, 2008.
D.Hayden, D.Colbry, J.Black, S. Panchanathan, "Note-Taker: Enabling Students who are Legally Blind to Take Notes in Class", 10th ACM SIGACCESS Conference on Computers and Accessibility, Halifax, Canada, 2008.
M.J.Astrauskas, "PhotoTacs - An Image-based Cell Phone Interface", ASSETS 2008 – 10th ACM SIGACCESS Conference on Computers and Accessibility, Halifax, Nova Scotia, Canada, 2008.
V.Balasubramanian, S.Chakraborty, Krishna S, 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), , 2009.
T.McDaniel, K.Kahol, S. Panchanathan, "Perceptual surface roughness classification of 3D textures using support vector machines", IEEE International Workshop on Haptic Audio Visual Environments and Games, Ottawa, Ontario, Canada, 2007.
V.N.Balasubramanian, Krishna S, S. Panchanathan, "Person-Independent Head Pose Estimation using Biased Manifold Embedding", EURASIP Special Issue on Advanced Signal Processing and Pattern Recognition for Biometrics, , 2007.
P.Kakumanu, N.Bourbakis, J.Black, Panchanathan S, "Document Image Dewarping Based on Line Estimation for Visually Impaired,", 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI’06), Washington, DC, 2006.
D.Hayden, D.Colbry, J.Black, S. Panchanathan, "Enabling the Legally Blind in Classroom Note-Taking", Tenth International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2008), Halifax, Canada, 2008.
K.Kahol, J.French, L.Bratton, S. Panchanathan, "Learning and Perceiving Colors Haptically", 8th International ACM SIGACCESS Conference on Computers and Accessibility, Portland, OR, 2006.
T.McDaniel, K.Kahol, P.Tripathi, D.P.Smith, L.Bratton, R.Atreya, 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, Ottawa, Canada, 2005.
S.Krishna, G.Little, J.Black, S. Panchanathan, "A Wearable Face Recognition System for Individuals with Visual Impairments", International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2005), Baltimore, MD, 2005.
S.Krishna, D.Colbry, J.Black, V.Balasubramanian, 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, Marseille, France, 2008.
T.McDaniel, Krishna S, V.Balasubramanian, D.Colbry, 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 their Applications (HAVE), Ottawa, Canada, 2008.
K.Kahol, P.Tripathi, T.McDaniel, S. Panchanathan, "Modeling Context in Haptic Perception, Rendering, and Visualization", ACM International Workshop on Multimedia Information Systems, Sorrento, Italy, 2005.
O.Lotfallah, M.Reisslein, S. Panchanathan, "Adaptive Video Transmission Schemes Using Mpeg-7 Motion Intensity Descriptor", IEEE Trans. On Circuit and Systems for video Technology, , 2006.
M.Gargesha, J.Yang, B.V.Emden, S. Panchanathan, S.Kumar, "Automatic Annotation Techniques for Gene Expression Images of the Fruit Fly Embryo", Visual Communications and Image Processing, (VCIP2005), Beijing,China, 2005.
P.Tripathi, P. GVRM, Panchanathan S, "Humans increasingly rely more on haptics in 3D shape perception with higher degrees of visual-haptic conflict", 9th Annual Meeting of the International Multisensory Research Forum (IMRF2008), Hamburg, Germany, 2008.
R.Chattopadhyay, G.Pradhan, S. Panchanathan, "A Generalized Machine Learning framework for Continuous Monitoring of physiological conditions based on Fatigue and Intensity of activity in Daily Living", WIML workshop organized by Neural Information Processing Systems (NIPS 09), Vancouver, Canada, 2009.
K.Kahol, P.Tripathi, T.McDaniel, L.Bratton, S. Panchanathan, "Modeling Context in Haptic Perception, Rendering and Visualization", ACM Transactions on Multimedia Computing, Communications, and Applications., , 2006.
K.Kahol, P.Tripathi, S. Panchanathan, "Haptic User Interfaces: Design, testing and evaluation of haptic cueing systems to convey shape, weight, material and texture in formation", International Conference on Human-Computer Interfaces, Las Vegas, NV, 2005.
N.C.Krishnan, D.Colbry, C.Juillard, S. Panchanathan, "Real Time Human Activity Recognition Using Tri-Axial Accelerometers", Sensors Signals and Information Processing Workshop, Sedona, AZ, 2008.
O.Lotfallah, M.Reisslein, S. Panchanathan, "A Framework for Advanced Video Traces", EURASIP Journal of Applied Science, , 2006.
K.Kahol, T.McDaniel, S. Panchanathan, "Methodology for efficient perception in exclusively Haptic environments", IEEE International Workshop on Haptic Audio Visual Environments and their Application, Ottawa, Ontario, Canada, 2006.
N.Bourbakis, P.Kakumanu, S.Makrogiannis, R.Bryll, S. Panchanathan, "Neural Network Approach for Image Chromatic Adaptation for Skin Color Detection", International Journal of Neural Systems, , 2007.
K.Kahol, P.Tripathi, S. Panchanathan, "Documenting Motion Sequences: Development of a Personalized Annotation System", IEEE Multimedia Magazine, , 2006.
A.Dasu, A.Sudarsanam, S. Panchanathan, "Design of Embedded Compute Intensive Processing Elements and their Scheduling in a Reconfigurable Environment", Canadian Journal of Electrical and Computer Engineering (CJECE), , 2005.
T.Hedgpeth, M.Rush, J.Black, S. Panchanathan, "The iCare iReader Project", CSUN’s 20th Annual International Conference - Technology and Persons with Disabilities (CSUN 2005), Los Angeles, CA, 2005.
K.Kahol, S. Panchanathan, "Distal Object Perception Through Haptic User Interfaces for Individuals who are Blind", ACM Accessibility and Computing, Newsletter of ACM SIGACCESS., , 2006.
K.Kahol, P.Tripathi, S. Panchanathan, "Recognizing Whole Body Movements and Gestures through Activities in Human Anatomy", International Conference on Systemics, Cybernetics and Informatics, Hyderabad, India, 2005.
J.Black, L.Bonnasse, P.Satyan, S.Ozer, S. Panchanathan, "Using perceptually-based face indexing to facilitate human-computer collaborative retrieval", Human Vision and Electronic Imaging (HVEI 2005), San Jose, CA, 2005.
V.N.Balasubramanian, S.Chakraborty, S. Panchanathan, "Generalized Query by Transduction for Online Active Learning", IEEE ICCV 2009 International Workshop on Online Learning for Computer Vision, Kyoto, Japan, 2009.
T.McDaniel, Krishna S, D.Colbry, S. Panchanathan, "Using tactile rhythm to convey interpersonal distances to individuals who are blind", 27th international conference extended abstracts on Human factors in computing systems (CHI), Boston, Massachusetts, 2009.
S.Krishna, S. Panchanathan, "Combining Skin-Color Detector and Evidence Aggregated Random Field Models Towards Validating Face Detection Results", Sixth Indian Conference on Computer Vision, Graphics and Image Processing, , 2008.
S. Panchanathan, N.C.Krishnan, Krishna S, T.McDaniel, 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, Canada, 2008.
S.Krishna, V.N.Balasubramanian, N.C.Krishnan, T.Hedgpeth, S. Panchanathan, "The iCARE Ambient Interactive Shopping Environment", California State University, Northridge, Center on Disabilities’ 23rd Annual International Technology and Persons with Disabilities Conference (CSUN 2008), Los Angeles, CA, 2008.
P.Tripathi, S. Panchanathan, "Implication of multimodality in ambient interfaces", First International Conference on Ambient Media and Systems, Montreal, Canada, 2008.
McDaniel T, Kahol K, Villanueva D, Panchanathan S, "Integration of RFID and Computer Vision for Remote Object Perception for Individuals Who Are Blind", First International Conference on Ambient Media and Systems, Montreal, Canada, 2008.
V.N.Balasubramanian, S.Krishna, S. Panchanathan, "Person-Independent Head Pose Estimation using Biased Manifold Embedding", EURASIP Journal on Advances in Signal Processing, , 2008.
S.Krishna, V.N.Balasubramanian, N.C.Krishnan, J.Colin, T.Hedgpeth, S. Panchanathan, "A Wearable Wireless RFID System for Accessible Shopping Environments", Third International Conference on Body Area Networks (BodyNets08), Tempe, AZ, 2008.
K.Kahol, J.French, T.McDaniel, S. Panchanathan, M.Smith, "Augmented reality for laparoscopic surgical tool training", HCI International 2007, Beijing, China, 2007.
T.McDaniel, K.Kahol, S. Panchanathan, "A Bayesian approach to visual size classification of everyday objects", IEEE International Conference on Pattern Recognition (ICPR), Hong Kong, 2006.
M.J.Astrauskas, "Phototacs: an image-based cell phone interface", Proceedings of the 10th international ACM SIGACCESS conference on Computers and accessibility, New York, NY, USA, 2008.
M.J.Astrauskas, J.Black, S. Panchanathan, "A demonstration of phototacs: a simple image-based phone dialing interface for people with cognitive or visual impairments", Proceedings of the 10th international ACM SIGACCESS conference on Computers and accessibility, New York, NY, USA, 2008.
D.Homa, K.Kahol, P.Tripathi, L.Bratton, S. Panchanathan, "Haptic concepts in the blind", Attention, Perception, & Psychophysics, , 2009.
N.C.Krishnan, S. Panchanathan, "Analysis of Low resolution accelerometer data for human activity recognition", Accepted to IEEE International Conference on Acoustics, Speech and Signal Processing, Las Vegas, Nevada, USA, 2008.
V.Balasubramanian, S. Panchanathan, "Biased Manifold Embedding: Supervised Isomap for Person-Independent Head Pose Estimation", Lecture Notes on Communications in Computer and Information Science, , 2008.
K.Kahol, M.Leyba, M.Deka, V.Deka, S.Mayes, M.Smith, J.Ferrera, S. Panchanathan, "Effect of Fatigue on Psychomotor and Cognitive Skills", American Journal of Surgery, , 2008.
M.Vankipuram, A.McLaren, L.Kauvar, S. Panchanathan, K.Kahol, "Haptic Virtual Reality Simulator to Promote and Measure Haptic Differentiation Skill", Annual Meeting of the Orthopaedic Trauma Association (OTA), Boston, Massachusetts, 2007.
K.Kahol, S. Panchanathan, "Neurocognitively Inspired Haptic User Interfaces", Multimedia Tools and Applications, , 2007.
K.Kahol, P.Tripathi, S. Panchanathan, "Recognizing Human Movements Through Human Anatomy Based Coupled Hidden Markov Models", International Journal on Systemics, Cybernetics and Informatics, , 2006.
G.Little, Krishna S, J.Black, 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), , 2005.