Venkateswara H, Eusebio J, Chakraborty S, Panchanathan S, "Deep Hashing Network for Unsupervised Domain Adaptation", IEEE conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017.
Raganathan H, Venkateswara H, Chakraborty S, Panchanathan S, "Deep Active Learning for Image Classification", IEEE International Conference on Image Processing (ICIP), Beijing, China, 2017.
Tadayon R, McDaniel T, Panchanathan S, "A Survey of Multimodal Systems and Techniques for Motor Learning", Journal of Information Processing Systems, , 2017.
Raganathan H, Chakraborty S, S. Panchanathan, "Multimodal Emotion Recognition using Deep Learning Architectures", IEEE Winter Conference on Applications of Computer Vision (WACV), , 2016.
S. Panchanathan, Chakraborty S, McDaniel T, "Social Interaction Assistant: A Person-Centered Approach to Enrich Social Interactions for Individuals with Visual Impairments", IEEE Journal of Selected Topics in Signal Processing, , 2016.
Moore M, Panchanathan S, "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, 2016.
Tadayon R, McDaniel T, Panchanathan S, "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), Reno, NV, USA, 2016.
Monaghan D, Honohan F, Ahmadi A, McDaniel T, Tadayon R, Karpur A, Moran K, O'Connor NE, Panchanathan S, "A Multimodal Gamified Platform for Real-Time User Feedback in Sports Performance", ACM International Conference on Multimedia, Amsterdam, Netherlands, 2016.
Panchanathan S, Chakraborty S, McDaniel T, Tadayon R, "Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications", IEEE Multimedia, , 2016.
Ranganathan H, Chakraborty S, Panchanathan S, "Transfer of Multimodal Emotion Features in Deep Belief Networks", Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, 2016.
Zia J, Tadayon A, McDaniel T, Panchanathan S, "Utilizing Neural Networks to Predict Freezing of Gait in Parkinson's Patients", The 18th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '16), Reno, NV, USA, 2016.
Venkateswara H, Chakraborty S, Panchanathan S, "Nonlinear Embedding Transform for Unsupervised Domain Adaptation", Workshop on Transferring and Adapting Source Knowledge in Computer Vision (TASK-CV), European Conference on Computer Vision (ECCV), Amsterdam, Netherlands, 2016.
Venkateswara H, Lade P, Ye J, Panchanathan S, "Coupled Support Vector Machines for Supervised Domain Adaptation", ACM Multimedia Conference, Brisbane, Australia, 2015.
Tadayon A, Zia J, McDaniel T, Krishnamurthi N, Goldberg M, Anantuni L, Panchanathan S, "A Shoe Mounted System for Parkinsonian Gait Detection and Real-Time Feedback", 17th International Conference on Human-Computer Interaction (HCI International 2015), , 2015.
Chakraborty S, Balasubramanian V, Sun Q, Panchanathan S, Ye J, "Active Batch Selection via Convex Relaxations with Guaranteed Solution Bounds", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), , 2015.
Chakraborty S, Balasubramanian V, Panchanathan S, "Adaptive Batch Mode Active Learning", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), , 2015.
Chakraborty S, Balasubramanian V, Sankar RA, Panchanathan S, Ye J, "BatchRank: A Novel Batch Mode Active Learning Framework for Hierarchical Classification", ACM Conference on Knowledge Discovery and Data Mining (KDD), , 2015.
Tadayon R, McDaniel T, Goldberg M, Robles-Franco PM, Zia J, Laff M, Geng M, Panchanathan S, "Interactive Motor Learning with the Autonomous Training Assistant: A Case Study", Human-Computer Interaction: Interaction Technologies, , 2015.
Venkateswara H, Lade P, Lin B, Ye J, Panchanathan S, "Efficient Approximate Solutions to Mutual Information Based Global Feature Selection", IEEE International Conference on Data Mining (ICDM), , 2015.
McDaniel T, Bala S, Rosenthal J, Tadayon R, Tadayon A, Panchanathan S, "Affective haptics for enhancing access to social interactions for individuals who are blind", HCI International, , 2014.
Panchanthan R, McDaniel T, "Augmented motor learning and rehabilitation using vibrotactile feedback", (Best poster award) Medicine Meets Virtual Reality (MMVR21), Manhattan Beach, California, USA, 2014.
Tadayon R, Tadayon A, Karpur A, McDaniel T, Panchanathan S, "Geo-social mobile health gaming", Medicine Meets Virtual Reality (MMVR21), Manhattan Beach, California, USA, 2014.
Panchanathan S, McDaniel T, "Person-centered accessible technologies and computing solutions through interdisciplinary and integrated perspectives from disability research", Springer Journal on Universal Access in the Information Society Special Issue on User Experience and Access using Augmented and Multimedia Technologies, , 2014.
P.Lade, T.McDaniel, S. Panchanathan, "Semantic Feature Projection for Continuous Emotion Analysis", ACM International Conference on Multimedia (ACMMM14), Orlando, Florida, 2014.
S.Yasmin, T.McDaniel, S. Panchanathan, "A Haptic-Based Application for Active Exploration of Facial Expressions by the Visually Impaired", 10th International Symposium on Visual Computing (ISVC), Las Vegas, Nevada, 2014.
R.Tadayon, S. Panchanathan, T.McDaniel, B.Fakhri, 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), , 2014.
S.Bala, T.McDaniel, 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), , 2014.
S.Yasmin, T.McDaniel, S. Panchanathan, "Haptic Mirror for Active Exploration of Facial Expressions by Individuals Who Are Blind", Proceedings of the ACM Symposium on Applied Perception, New York, NY, USA, 2014.
P.Lade, V.Balasubramanian, S. Panchanathan, H.Venkateswara, "Detection of changes in human affect dimensions using an adaptive temporal topic model", IEEE International Conference on Multimedia and Expo, San Jose, California, 2013.
H.Venkateswara, V.Balasubramanian, P.Lade, S. Panchanathan, "Multiresolution Match Kernels for Gesture Video Classification", IEEE International Conference on Multimedia and Expo (ICME), San, Jose, 2013.
P.Lade, V.Balasubramanian, S. Panchanathan, "Latent Facial Topics for Affect Analysis", ICME 2013 Workshop on Affective Analysis in Multimedia (AAM), San Jose, California, 2013.
T.McDaniel, S. Panchanathan, L.N.Viswanathan, "An evaluation of haptic descriptions for audio described films for individuals who are blind", IEEE International Conference on Multimedia and Expo, San Jose, California, 2013.
S. Panchanathan, T.McDaniel, V.Balasubramanian, "An Interdisciplinary Approach to the Design, Development and Deployment of Person-Centered Accessible Technologies", Third IEEE International Conference on Recent Trends in Information Technology (ICRTIT), Chennai, India, 2013.
Luster EL, T.McDaniel, B.Fakhri, J.Davis, M.Goldberg, S.Bala, S.Panchanathan., "Vibrotactile Cueing using Wearable Computers for Overcoming Learned Non-Use in Chronic Stroke", 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), Venice, Italy, 2013.
E.Luster, "Approach for Capturing Movement Data and Monitoring Compliance during Stroke Rehabilitation", IEEE International Conference on Healthcare Informatics 2013 (ICHI 2013), Philadelphia, PA, 2013.
S.Chakraborty, J.Zhou, V.Balasubramanian, S. Panchanathan, I.Davidson, J.Ye, "Active Matrix Completion", 2013 IEEE International Conference on Data Mining (ICDM'13), Dallas, Texas, 2013.
P.Lade, V.N.Balasubramanian, S. Panchanathan, "Probabilistic Topic Models for Human Emotion Analysis", Neural Information Processing Society Workshop on Topic Models (NIPS), Lake Tahoe, Nevada, 2013.
R.Chattopadhyay, M.Jesunathadas, B.Poston, Santello M, "A Subject-Independent Method for Automatically Grading Electromyographic Features during a Fatiguing Contraction", Transactions on Biomedical Engineering (TBME), , 2012.
R.Chattopadhyay, Z.Wang, W.Fan, I.Davidson, "Batch Mode Active Sampling based on Marginal Probability Distribution Matching", 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2012)., , 2012.
R.Chattopadhyay, Q.Sun, S. Panchanathan, W.Fan, ". Multi-Source Domain Adaptation for Early detection of Fatigue using Surface Electromyogram Signals.", Transactions on Knowledge Discovery from Data (TKDD)., , 2012.
T.McDaniel, M.Goldberg, S.Bala, B.Fakhri, S. Panchanathan, "Vibrotactile feedback of motor performance errors for enhancing motor learning", 20th ACM International Conference on Multimedia, Nara, Japan, 2012.
S. Panchanathan, T.McDaniel, 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, Nara, Japan, 2012.
S. Panchanathan, Krishna S, Balasubramanian VN, "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, 2011.
R.Chattopadhyay, N.C.Krishnan, S. Panchanathan, "Hierarchical Domain Adaptation for SEMG Signal Classification across Multiple Subjects", IEEE Engineering in Medicine and Biology Society (EMBC’11)., Boston, MA, USA, 2011.
R.Chattopadhyay, J.Ye, Panchanathan S, W.Fan, I.Davidson, "Multi-Source Domain Adaptation for Early detection of Fatigue using Surface Electro-myogram Signals.", ACM SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2011), San Diego, CA, USA, 2011.
R.Chattopadhyay, N.C.Krishnan, S. Panchanathan, "Topology Preserving Domain Adaptation for addressing Subject based Variability in SEMG signal", AAAI 2011 Spring Symposium on Computational Physiology, Stanford University, Menlo Park, CA, USA, 2011.
R.Chattopadhyay, Ye J, S. Panchanathan, "Transfer Learning Framework for Early Detection of Fatigue using Non-invasive Surface Electro-myogram signals (SEMG)", AAAI 2011 Spring Symposium on Computational Physiology 2011., Stanford University, Menlo Park, CA, USA, 2011.
R.Chattopadhyay, G.Pradhan, S. Panchanathan, "Subject Independent Computational Framework for Myoelectric Signals", IEEE International Instrumentation and Measurement Technology Conference (IIMTC 2011), Binjiang, Hangzhou, China, 2011.
L.N.Viswanathan, T.McDaniel, S. Panchanathan, "Audio-Haptic Description in Movies", HCI International 2011, Orlando, Florida, 2011.
J.Rosenthal, N.Edwards, D.Villanueva, Krishna S, T.McDaniel, Panchanathan S, "Design, implementation, and case study of a pragmatic vibrotactile belt", IEEE Transactions on Instrumentation and Measurement, , 2011.
S.Chakraborty, V.Balasubramanian, S. Panchanathan, "Dynamic Batch Mode Active Learning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011., , 2011.
M.J.Astrauskas, D.Hayden, Q.Yan, J.Black, "Student project aimed at helping the visually impaired take notes in class wins prize at Microsoft Imagine Cup", SIGACCESS Access. Comput., New York, NY, USA, 2011.
Q.Sun, R.Chattopadhyay, J.Ye, S. Panchanathan, "A Two-Stage Weighting Framework for Multi-Source Domain Adaptation", Twenty-Fifth Annual Conference on Neural Information Processing Systems 2011 (NIPS 11), , 2011.
R.Chattopadhyay, S.Chakraborty, V.N.Balasubramanian, S. Panchanathan, "Optimization-based Domain Adaptation towards Person-Adaptive Classification Models", IEEE International conference on Machine Learning and Applications (ICMLA 2011)., , 2011.
S.Chakraborty, H.Venkateswara, V.Balasubramanian, S. Panchanathan, "Active Batch Selection for Fuzzy Classification in Facial Expression Recognition", IEEE International Conference on Machine Learning and Applications, ICMLA, , 2011.
S.Chakraborty, V.Balasubramanian, S. Panchanathan, "Optimal Batch Selection for Active Learning in Multi-label Classification", ACM Multimedia Conference (ACM-MM), Phoenix, Arizona, 2011.
D.Hayden, M.J.Astrauskas, Q.Yan, L.Zhou, J.Black, "Note-taker 3.0: an assistive technology enabling students who are legally blind to take notes in class", The proceedings of the 13th international ACM SIGACCESS conference on Computers and accessibility, New York, NY, USA, 2011.
T.McDaniel, M.Goldberg, D.Villanueva, L.N.Viswanathan, S. Panchanathan, "Motor learning using a kinematic-vibrotactile mapping targeting fundamental movements", 19th ACM international conference on Multimedia (MM '11), Scottsdale, Arizona, 2011.
S.Krishna, V.N.Balasubramanian, S. Panchanathan, "Enriching Social Situational Awareness in Remote Interactions: Insights and Inspirations from Disability Focused Research", ACM Multimedia 2010 (Brave New Ideas), Firenze, Italy, 2010.
S.Chakraborty, V.N.Balasubramanian, S. Panchanathan, "Dynamic Batch Size Selection for Batch Mode Active Learning in Biometrics", 9th International Conference on Machine Learning and Applications (ICMLA’10), Washington DC, USA, 2010.
V.N.Balasubramanian, S.Chakraborty, S.Krishna, 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), Whistler, Canada, 2010.
V.N.Balasubramanian, J.Ye, S.Chakraborty, S. Panchanathan, "Kernel Learning for Efficiency Maximization in the Conformal Predictions Framework", 9th International Conference on Machine Learning and Applications (ICMLA’10), Washington DC, USA, 2010.
V.N.Balasubramanian, S.Chakraborty, Panchanathan S, "Multiple Kernel Learning for Efficient Conformal Predictions", Workshop on New Directions in Multiple Kernel Learning at Neural Information Processing Systems (NIPS), Whistler, Canada, 2010.
P.Lade, N.C.Krishnan, 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), , 2010.
S.Chakraborty, V.Balasubramanian, S. Panchanathan, "Learning from Summaries of Videos: Applying Batch Mode Active Learning to Face-based Biometrics", CVPR, San Franciso, CA, 2010.
S.Marcel, C.McCool, S.Chakraborty, V.Balasubramanian, "Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation", ICPR, Istanbul,Turkey, 2010.
R.Chattopadhyay, J.Ye, S. Panchanathan, "A Generalized Machine Learning framework based on Transfer Learning techniques for early detection of Fatigue using Surface Electro-myogram signals (SEMG)", WIML workshop organized by Neural Information Processing Systems (NIPS 10)., Vancouver, Canada, 2010.
S.Chakraborty, V.Balasubramanian, S. Panchanathan, "Batch Mode Active Learning for Biometric Recognition", SPIE Defense, Security & Sensing, Orlando, Florida, 2010.
R.Chattopadhyay, G.Pradhan, Panchanathan S, "Towards Fatigue and Intensity Measurement framework during continuous repetitive activities.", IEEE International Instrumentation and Measurement Technology Conference (IIMTC 2010), Austin, Texas, USA, 2010.
M.Goldberg, Krishna S, "Perception, Attention, Cognition, Social Interaction and Enhancement (PACSIE)", Center for Cognitive Ubiquitous Computing Seminar Series, Tempe, 2010.
M.Alzubaidi, A.Patel, S. Panchanathan, J.Black, "Reading a radiologist’s mind: monitoring rising and falling interest levels while scanning chest x-rays", SPIE Medical Imaging, San Diego, CA, 2010.
M.Alzubaidi, V.Balasubramanian, A.Patel, S. Panchanathan, J.Black, "What catches a radiologist’s eye? A comprehensive comparison of feature types for saliency prediction", SPIE Medical Imaging, San Diego, CA, 2010.
S.Krishna, T.McDaniel, S. Panchanathan, "Embodied Social Interaction Assistant", , Tempe, AZ, 2010.
A.Venkatesan, N.C.Krishnan, S. Panchanathan, "Cost-sensitive Boosting for Concept Drift", ECML Workshop on Handling Concept Drift in Adaptive Information Systems (HaCDAIS), Barcelona, Spain, 2010.
S.Chakraborty, V.Balasubramanian, S. Panchanathan, "Dynamic Batch Size Selection for Batch Mode Active Learning in Biometrics", IEEE International Conference on Machine Learning and Applications (ICMLA) 2010, , 2010.
T.McDaniel, Krishna S, D.Villanueva, Panchanathan S, "A haptic belt for vibrotactile communication", IEEE International Symposium on Haptic Audio Visual Environments and Games (HAVE), 2010, , 2010.
L.N.Viswanathan, T.McDaniel, Krishna S, S. Panchanathan, "Haptics in audio described movies", IEEE International Symposium on Haptic Audio Visual Environments and Games (HAVE), 2010, , 2010.
D.Villanueva, T.McDaniel, S. Panchanathan, "InfoStone: bridging the gap between ambient and direct manipulation devices", IEEE International Symposium on Haptic Audio Visual Environments and Games (HAVE), 2010, , 2010.
T.McDaniel, D.Villanueva, Krishna S, Panchanathan S, "MOVeMENT: a framework for systematically mapping vibrotactile stimulations to fundamental body movements", IEEE International Symposium on Haptic Audio Visual Environments and Games, 2010, , 2010.
S.Chakraborty, V.Balasubramanian, S. Panchanathan, "An Optimization Based Framework for Dynamic Batch Mode Active Learning", Workshop on Optimization for Machine Learning at Neural Information Processing Systems (NIPS), 2010, , 2010.
G.Pradhan, R.Chattopadhyay, S. Panchanathan, "Processing Body Sensor Data Streams for Continuous Physiological Monitoring", ACM SIGKMM conference on Multimedia Information Retrieval (ACM MIR 2010), , 2010.
T.McDaniel, D.Villanueva, Krishna S, Panchanathan S, "Vibrotactile stimulations for motor skill training", IEEE International Symposium on Haptic Audio Visual Environments and Games (HAVE), 2010, , 2010.
M.Vankipuram, K.Kahol, A.McLaren, S. Panchanathan, "A Virtual Reality Simulator for Orthopedic Basic Skills: A design and validation study", Journal of Biomedical Informatics, , 2010.
D.Hayden, L.Zhou, M.J.Astrauskas, J.Black, "Note-taker 2.0: the next step toward enabling students who are legally blind to take notes in class", Proceedings of the 12th international ACM SIGACCESS conference on Computers and accessibility, New York, NY, USA, 2010.
N.C.Krishnan, P.Lade, S. Panchanathan, "Activity gesture spotting using a threshold model based on Adaptive Boosting", IEEE International Conference on Multimedia Expo (ICME), Singapore, 2010.