Publications

2008

2007

2006

2005

2004
2003
2002
2001
2000
1999
1998

By Topic:
FACE

HEAD
BODY
GESTURE

INTERACTION

2008

Erik Murphy-Chutorian and Mohan M. Trivedi, "Head Pose Estimation in Computer Vision: A Survey", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2008. (pdf)

Cuong Tran and Mohan M. Trivedi, "Hand Modeling and Tracking from Voxel Data: An Integrated Framework with Automatic Initialization", IEEE International Conference on Pattern Recognition, December 2008. (pdf)

Erik Murphy-Chutorian and Mohan M. Trivedi, "3D Tracking and Dynamic Analysis of Human Head Movements and Attentional Targets", IEEE/ACM Int'l. Conf. on Distributed Smart Cameras (ICDSC 08), September 2008. (pdf)

Cuong Tran and Mohan M. Trivedi, "Human Body Modeling and Tracking Using Volumetric Representation: Selected Recent Studies and Possibilities for Extensions", IEEE/ACM Int'l. Conf. on Distributed Smart Cameras (ICDSC) Workshop: Activity Monitoring by Multi-Camera Surveillance Systems (AMMCSS), September 2008. (pdf)

Erik Murphy-Chutorian and Mohan M. Trivedi, "Particle Filtering with Rendered Models: A Two Pass Approach to Multi-object 3D Tracking with the GPU", IEEE Computer Vision and Pattern Recognition (CVPR) Workshop: Visual Computer Vision on GPU's (CVGPU 08), June 2008. (pdf)

Erik Murphy-Chutorian and Mohan M. Trivedi, "HyHOPE: Hybrid Head Orientation and Position Estimation for Vision-based Driver Head Tracking", IEEE Intelligent Vehicles Symposium, June 2008. (pdf) (video)

Sangho Park and Mohan M. Trivedi, "Understanding Human Interactions with Track and Body Synergies (TBS) Captured from Multiple Views", Computer Vision and Image Understanding, In Press, Feb 2008. (pdf)

Kohsia Samuel Huang, Mohan M. Trivedi, "Integrated Detection, Tracking, and Recognition of Faces with Omnivideo Array in Intelligent Environments", EURASIP Journal on Image and Video Processing, vol. 2008, Article ID 374528, 2008 (19 pages). (pdf)

Junwen Wu, Mohan M. Trivedi, "Simultaneous Eye Tracking and Blink Detection with Interactive Particle Filters", EURASIP Journal on Advances in Signal Processing, vol. 2008, Article ID 823695, 2008 (17 pages). (pdf)


2007

Erik Murphy-Chutorian, Anup Doshi, Mohan M. Trivedi, "Head Pose Estimation for Driver Assistance Systems: A Robust Algorithm and Experimental Evaluation", In IEEE Conf. Intelligent Transportation Systems, Sept 2007. (pdf)

Sangho Park, Mohan M. Trivedi, "Multi-person interaction and activity analysis: a synergistic track- and body-level analysis framework", Machine Vision and Applications: Special Issue on Novel Concepts and Challenges for the Generation of Video Surveillance Systems, August 2007. (pdf)

Junwen Wu, Mohan M. Trivedi, "A Two-stage Head Pose Estimation Framework and Evaluation", Pattern Recognition, doi:10.1016/j.patcog.2007.07.017, In Press, available August 2007. (pdf)

Shinko Y. Cheng, Mohan M. Trivedi, "Articulated Human Body Pose Inference from Voxel Data Using a Kinematically Constrained Gaussian Mixture Model", In CVPR EHuM2: 2nd Workshop on Evaluation of Articulated Human Motion and Pose Estimation, June 2007. (pdf)

Stephen J. Krotosky, Mohan M. Trivedi, "Mutual Information Based Registration of Multimodal Stereo Videos for Person Tracking", Computer Vision and Image Understanding: Special Issue on Advances in Vision Systems beyond the Visible Spectrum, Vol. 106, Issues 2-3, May-June 2007. (pdf)

Shinko Y. Cheng, Sangho Park, Mohan M. Trivedi, "Multiperspective and Multimodal Video Arrays for 3D Body Tracking and Activity Analysis", Computer Vision and Image Understanding: Special Issue on Advances in Vision Algorithms and Systems Beyond the Visible Spectrum, Vol. 106, Issues 2-3, May-June 2007. (pdf)

Mohan M. Trivedi, Shinko Y. Cheng, "Holistic Sensing and Active Displays for Intelligent Driver Support Systems", In IEEE Computer Magazine, May 2007. (pdf)

Mohan M. Trivedi, Tarak Gandhi, Joel McCall, "Looking-In and Looking-Out of a Vehicle: Computer-Vision-Based Enhanced Vehicle Safety", IEEE Transactions on Intelligent Transportation Systems, March 2007, pp. 108-120. (pdf)

Joel C. McCall, Mohan M. Trivedi, "Driver Behavior and Situation Aware Brake Assistance for Intelligent Vehicles", Proceeding of the IEEE, 95(2), pp. 374-387, Feb. 2007. (pdf)

Sangho Park, Mohan M. Trivedi, "A Two-stage Multi-view Analysis Framework for Human Activity and Interactions", IEEE Workshop on Motion and Video Computing, Austin, USA, Feb. 2007. (pdf)

Stephen J. Krotosky, Mohan M. Trivedi, "Registration of Multimodal Imagery with Occluding Objects using Mutual Information", Lecture Notes in Computer Science: Object Tracking and Classification in and Beyond the Visible Spectrum, 2007. (pdf)


2006

Shinko Y. Cheng, Mohan M. Trivedi, "Turn-Intent Analysis Using Body Pose for Intelligent Driver Assistance", IEEE Pervasive Computing, 5(4):28-37, Oct-Dec 2006. (pdf)

Sangho Park, Mohan M. Trivedi, "Analysis and Query of Person-Vehicle Interactions in Homography Domain", IEEE Conference on Video Surveillance and Sensor Networks (VSSN2006), Santa Barbara, USA, Oct. 2006. (pdf)

Tarak Gandhi, Mohan M. Trivedi, "Panoramic Appearance Maps for Human Body Representation and Analysis", IEEE Workshop on Learning, Representation and Context for Human Sensing in Video in Conjunction with IEEE CVPR 2006, Jun. 2006 (pdf)

Joel McCall, Mohan M. Trivedi, "Facial Action Coding Using Multiple Visual Cues and a Hierarchy of Particle Filters", IEEE Workshop on Vision for Human Computer Interaction in Conjunction with IEEE CVPR 2006. Jun. 2006 (pdf)

Joel McCall, Mohan M. Trivedi, "Human Behavior Based Predictive Brake Assistance", IEEE Intelligent Vehicle Symposium, Jun. 2006. (pdf)

Junwen Wu, Mohan M. Trivedi, "Visual Modules for Head Gesture Analysis in Intelligent Vehicle Systems", IEEE Intelligent Vehicles Symposium, Jun. 2006 (pdf)

Sangho Park, Mohan M. Trivedi, "Multi-perspective Video Analysis of Persons and Vehicles for Enhanced Situational Awareness", IEEE Conference on Intelligence and Security Informatics (ISI 2006), Lecture Notes in Computer Science (LNCS) 3975, pp. 440-451, May 2006. (pdf)

Shinko Y. Cheng, Mohan M. Trivedi, "Multimodal Voxelization and Kinematically Constrained Gaussian Mixture Models for Full Hand Pose Estimation: An Integrated Systems Approach", IEEE International Computer Vision Systems Conference, Jan. 2006. (pdf)


2005

Mohan M. Trivedi, Tarak L. Gandhi, Kohsia S. Huang, "Distributed Interactive Video Arrays for Event Capture and Enhanced Situational Awareness", IEEE Intelligent Systems, Special Issue on AI in Homeland Security, Volume 20, Issue 5, Sept.-Oct. 2005, pp:58 - 66. (pdf)  

Junwen Wu, Mohan M. Trivedi, "An Integrated Two-stage Framework for Robust Head Pose Estimation", In Proc. IEEE International Workshop on Analysis and Modeling of Faces and Gestures in conjunction with IEEE International Conference on Computer Vision, Oct 2005. (pdf

Sangho Park, Mohan M. Trivedi, "A Track-based Human Movement Analysis and Privacy Protection System Adaptive to Environmental Contexts", In Proc. IEEE International Conference on Advanced Video and Signal based Surveillance, Sep. 2005. 

Kohsia S. Huang, Mohan M. Trivedi, "3D Shape Context Based Gesture Analysis Integrated with Tracking using Omni Video Array", In. Proc. IEEE Workshop on Vision for Human-Computer Interaction (V4HCI), in conjunction with IEEE CVPR Conference, Jun2005. (pdf

Shinko Y. Cheng, Sangho Park, Mohan M. Trivedi, "Multiperspective Thermal IR and Video Arrays for 3D Body Tracking and Driver Activity Analysis", IEEE International Workshop on Object Tracking and Classification in and Beyond the Visible Spectrum, Jun2005. (pdf)

Sangho Park, Mohan M. Trivedi, "Driver Activity Analysis for Intelligent Vehicles: Issues and Development Framework", In Proc. of IEEE Intelligent Vehicles, June 2005. (pdf

Stephen J. Krotosky, Shinko Y. Cheng, Mohan M. Trivedi, "Real-Time Stereo-Based Head Detection using Size, Shape and Disparity Constraints", In Proc. of IEEE Intelligent Vehicles Symposium, June 2005. (pdf)

Mohan M. Trivedi, Kohsia S. Huang, Ivana Mikic, "Dynamic Context Capture and Distributed Video Arrays for Intelligent Spaces", IEEE Trans. on Systems, Man and Cybernetics, Part A, Volume: 35, Issue: 1, Jan. 2005. Pages: 145-163. (pdf

 


2004

M. M. Trivedi, S. Y. Cheng, E. M. C. Childers, S. J. Krotosky, "Occupant Posture Analysis with Stereo and Thermal Infrared Video: Algorithms and Experimental Evaluation", IEEE Trans. on Vehicular Technology, 2004 (to appear). (pdf)

S. Y. Cheng and M. M. Trivedi, "Human Posture Estimation Using Voxel Data for "Smart" Airbag Systems: Issues and Framework" IEEE International Symposium on Intelligent Vehicles, Parma, Italy, 2004 (to appear). (pdf)

S. Krotosky and M. M. Trivedi, "Occupant Posture Analysis using Reflectance and Stereo Images for "Smart" Airbag Deployment" IEEE International Symposium on Intelligent Vehicles, Parma, Italy, 2004 (to appear). (pdf)

J. McCall and M. M. Trivedi, "Pose Invariant Affect Analysis using Thin-Plate Splines" Proceedings of International Conference on Pattern Recognition 2004 (to appear). (pdf)

J. Wu and M. Trivedi, "High Frequency Component Compensation based Super-resolution Algorithm for Face Video Enhancement ", Proceedings of International Conference on Pattern Recognition, 2004 (to appear). (pdf)

J. Wu and M. Trivedi, "Resolution Enhancement by AdaBoost", Proceedings of International Conference on Pattern Recognition, 2004 (to appear). (pdf)

K. Huang, M. Trivedi, "Robust Real-Time Detection, Tracking, and Pose Estimation of Faces in Video Streams" Proceedings of International Conference on Pattern Recognition 2004, June 2004 (to appear). (pdf)

J. Wu, J. Pedersen, D. Putthividhya, D. Norgaard and M. Trivedi, "A Two-level Pose Estimation Framework Using Majority Voting of Gabor Wavelets and Bunch Graph Analysis", Technical Report prepared for the Pointing'04: Visual Observation of Diectic Gestures, ICPR Workshop, May 2004. (pdf)

S. J. Krotosky, S. Y. Cheng, M. M. Trivedi, "Face Detection and Head Tracking using Stereo and Thermal Infrared Cameras for 'Smart' Airbags: A Comparative Analysis", 7th IEEE Conf. on Intelligent Transportation Systems, 2004 (to appear). (pdf)


2003

M. Trivedi, K. Huang, and I. Mikic, "Dynamic Context Capture and Distributed Video Arrays for Intelligent Spaces", IEEE Transactions on Systems, Man, and Cybernetics, special issue on Ambient Intelligence, (accepted December 2003). (pdf)

D. Fidaleo, M. Trivedi, "Manifold Analysis of Facial Gestures for Face Recognition," ACM SIGMM Multimedia Biometrics Methods and Applications Workshop, November 8, 2003. (pdf)

I. Mikic, M. Trivedi, E. Hunter, P. Cosman, "Human Body Model Acquisition and Tracking using Voxel Data," International Journal of Computer Vision, 199-223, July 2003. (pdf)

S. Mallick, M. M. Trivedi, "Parametric Face Modeling and Affect Synthesis," Proceedings of the International Conference on Multimedia and Expo, pp. 225-228, July 6-9, 2003 (pdf)

K. Huang, M. Trivedi, "Distributed Video Arrays for Tracking, Human Identification, and Activity Analysis," Proceedings of the 4th IEEE International Conference on Multimedia and Expo, Baltimore, MD pp. 9-12, July 6-9, 2003. (pdf)

A. Prati, I. Mikic, M. M. Trivedi, R. Cucchiara, "Detecting Moving Shadows: Algorithms and Evaluation," IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 918-923, July 2003 (pdf)

K. Huang and M. Trivedi, "Video Arrays for Real-Time Tracking of Persons, Head and Face in an Intelligent Room," Machine Vision and Applications, vol. 14, no. 2, pp. 103-111, June 2003. (pdf)

T. Schoenmackers, M. Trivedi, "Real-Time Stereo-Based Vehicle Occupant Posture Determination for Intelligent Airbag Deployment," IEEE International Conference on Intelligent Vehicles, 570 - 574, June 2003. (pdf)

J. McCall, S. Mallick, M. Trivedi, "Real-Time Driver Affect Analysis and Tele-viewing System," Intelligent Vehicles Symposium, Proceedings. IEEE , June 9-11, 372 - 377, 2003. (pdf)

K. Huang, M. Trivedi, T. Gandhi, "Driver's View and Vehicle Surround Estimation using Omnidirectional Video Stream," Proc. IEEE Intelligent Vehicles Symposium, Columbus, OH, June 9-11, 444 - 449, 2003. (pdf)

K. Huang, M. Trivedi, "Driver Head Pose and View Estimation with Single Omnidirectional Video Stream," Proceedings of the 1st International Workshop on In-Vehicle Cognitive Computer Vision Systems, in conjunction with the 3rd International Conference on Computer Vision Systems, Graz, Austria, Apr. 3, 2003. (pdf)


2002

I. Mikic, M. Trivedi, "Vehicle Occupant Posture Analysis Using Voxel Data," 9th World Congress on Intelligent Transport Systems, Chicago, Illinois, October, 2002. (pdf)

B. Hall, M. M. Trivedi, "A Novel Graphical Interface and Context Aware Map for Incident Detection and Monitoring," 9th World Congress on Intelligent Transport Systems, Chicago, Illinois October, 2002. (pdf)

G. Kogut, M. M. Trivedi, "A Wide Area Tracking System for Vision Sensor Networks" 9th World Congress on Intelligent Transport Systems, Chicalgo, Illinois, October, 2002. (pdf)

M. M. Trivedi, A. Prati, G. Kogut, "Distributed Interactive Video Arrays for Event Based Analysis of Incidents," 5th International IEEE Conference on Intelligent Transportation Systems, Singapore, September 3-6, 2002, pp. 950–956 (pdf)

B. Hall, M. Trivedi, "A Novel Interactivity Environment for Integrated Intelligent Transportation and Telematic Systems," 5th International IEEE Conference on Intelligent Transportation Systems, Singapore, 396 - 401, Sept. 3-6, 2002. (pdf)

G. Kogut, M. M. Trivedi, "Real-time Wide Area Tracking: Hardware and Software Infrastructure," 5th International IEEE Conference on Intelligent Transportation Systems, Singapore, September 3-6, 2002, pp. 587–593 (pdf)


2001

Kim C. Ng , Mohan Trivedi and Hiroshi Ishiguro, "Range-Space Approach for Generalized Multiple Baseline Stereo and Direct Virtual View Synthesis," IEEE CVPR Workshop on Stereo and Multi-Baseline Vision, December 2001.

A. Prati, I. Mikic, R. Cucchiara, and M. M. Trivedi, "Analysis and detection of shadows in video streams: a comparative evaluation," IEEE CVPR Workshop on Empirical Evaluation Methods in Computer Vision, December 2001

A. Prati, I. Mikic, R. Cucchiara, and M. M. Trivedi, "Analysis and Detection of Shadows in Video Streams: A Comparative Evaluation," IEEE Computer Vision and Pattern Recognition Conference, December 2001.

G. Kogut, M. M. Trivedi, "Maintaining the Identity of Multiple Vehicles as They Travel Through a Video Network," IEEE Int’l Conf. On Intelligent Transportation Systems, Oakland, California, Aug 2001  756-761.(pdf)

B. Hall, K. Huang, M. M. Trivedi, "A Televiewing System for Multiple Simultaneous Customized Perspectives and Resolutions," IEEE Int’l Conf. on Intelligent Transportation Systems, Oakland, California, Aug 2001 (pdf)

A. Prati, I. Mikic, C. Grana, M. M. Trivedi, "Shadow Detection Algorithms for Traffic Flow Analysis: a Comparative Study," IEEE Int’l Conf. On Intelligent Transportation Systems, Oakland, California, Aug 2001 (pdf)


2000

T. Gustafsson, H. R. Pota, J. Vance, B. Rao, M. M. Trivedi, “Estimation of Room Acoustical Transfer Functions”, Proc. IEEE Conf. On Decision and Control (CDC), December 2000.

T. Gustafsson, B. Rao, M. Trivedi, "Source Localization in Reverberant Environments: Part I - Statistical Analysis", Technical Report, December 2000. (pdf)

T. Gustafsson, B. Rao, M. Trivedi, "Source Localization in Reverberant Environments: Part II - Modeling", Technical Report, December 2000. (pdf)

I. Mikic, K. Huang, M. Trivedi, "Activity monitoring and summarization for intelligent environments", Workshop on Human Motion, December 2000. (pdf)

M. Trivedi, K. Huang, I. Mikic, "Intelligent Environments and Active Camera Networks", IEEE Systems, Man and Cybernetics, October 2000. (pdf)

M. M. Trivedi, I. Mikic, G. Kogut, "Distributed Video Networks for Incident Detection and Management," IEEE Conference on Intelligent Transportation Systems, Dearborn, Michigan, October 2000 (pdf)

S. Bhonsle, M. M. Trivedi, A. Gupta, "Database-Centered Architecture for Traffic Incident Detection, Management, and Analysis," IEEE Conference on Intelligent Transportation Systems, Dearborn, Michigan, October 2000 (pdf)

M. M. Trivedi, S. Bhonsle, A. Gupta, "Database Architecture for Autonomous Transportation Agents for On-scene Networked Incident Management (ATON)," International Conference on Pattern Recognition, Barcelona, Spain, September 2000 (pdf)

I. Mikic, P. Cosman, G. Kogut, M. M. Trivedi, "Moving Shadow and Object Detection in Traffic Scenes," International Conference on Pattern Recognition, Barcelona, Spain, September 3-8 2000 (pdf)

M. Trivedi, B. Hall, G. Kogut, S. Roche, “Web-based Teleautonomy and Telepresence”, Proc. Applications of Neural Networks and Evolutionary Computing, August 2000

M. Trivedi, I. Mikic, S. Bhonsle: “Active Camera Networks and Semantic Event Databases for Intelligent Environments”, IEEE Workshop on Human Modeling, Analysis and Synthesis (in conjunction with CVPR), June 2000. (pdf)

T. Sogo, H. Ishiguro, and M.M. Trivedi, "Real-time target localization and tracking by N-ocular stereo," Proceedings of IEEE Workshop on Omnidirectional Vision, 12 June 2000. (pdf)

I. Mikic, S. Santini, R. Jain: "Tracking Objects in 3D using Multiple Camera Views", ACCV 2000, Taipei, Taiwan, January 2000

T. Sogo, H. Ishiguro, M. M. Trivedi, “N-Ocular Stereo for Real-time Human Tracking”, Panoramic Vision: Sensors, Theory and Applications, (R. Benosman and S. B. Kang, eds.), Springer Verlag, 2000


1999

H. Ishiguro, M. Trivedi, “Integrating a Perceptual Information Infrastructure with Robotic Avatars: A Framework for Tele-Existence”, IEEE/RSJ Intelligent Robotic Systems Conference, October 1999

Kim C. Ng, Hiroshi Ishiguro, and Mohan Trivedi, "Multiple Omni-Directional Vision Sensors (ODVS) based Visual Modeling Approach," IEEE Visualization '99, San Francisco, California, Oct 1999. (pdf)

M. Trivedi, B. Rao, K. C. Ng, “Camera Networks and Microphone Arrays for Video Conferencing”, Proc. Multimedia Systems and Applications Conference, September 1999.

Kim C. Ng, H. Ishiguro, Mohan M. Trivedi , and T. Sogo, "Monitoring Dynamically Changing Environments by Ubiquitous Vision System," IEEE Workshop on Visual Surveillance, June 1999. (pdf)

Kim C. Ng, H. Ishiguro, Mohan M. Trivedi , and T. Sogo, "Monitoring Dynamically Changing Environments by Ubiquitous Vision System," IEEE Workshop on Visual Surveillance , Fort Collins, Colorado, June 1999. (pdf)


1998

K. C. Ng, M. M. Trivedi, H. Ishiguro, “3D ranging and virtual view generation using omni-view cameras”, Proc. Multimedia Systems and Applications, SPIE Vol. 3528, November 1998. (pdf

Kim C. Ng, M. M. Trivedi , and H. Ishiguro, "3D Ranging and Virtual View Generation using Omni-view Cameras," Proc. Multimedia Systems and Applications, SPIE Vol. 3528, November 1998. (pdf)