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Research Publications and Reports


   Related Publications

2007

Anup Doshi, Mohan M. Trivedi, Satellite Imagery Based Robust, Adaptive Background Models and Shadow Suppression, Signal, Image, and Video Processing Journal, Special Issue on Multi-sensor Object Detection and Tracking, May 2007. (pdf)

Tarak Gandhi, Mohan M. Trivedi, Person Tracking and Reidentification: Introducing Panoramic Appearance Map (PAM) for Feature Representation,  Machine Vision and Applications: Special Issue on Novel Concepts and Challenges for the Generation of Video Surveillance Systems, 2007. (pdf)

Tarak Gandhi, Mohan M. Trivedi, Pedestrian Protection Systems: Issues, Survey, and Challenges,  IEEE Transactions on Intelligent Transportation Systems, Sept 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)

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)

Sangho Park, Mohan M. Trivedi, Video Analysis of Vehicles and Persons for Surveillance, Intelligent and Security Informatics: Techniques and Applications, H. Chen and C. Yang, Editors, Springer, 2007.

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, 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: 2-nd Workshop on Evaluation of Articulated Human Motion and Pose Estimation, 2007. (pdf)

Tarak Gandhi, Mohan M. Trivedi, Video Based Surround Vehicle Detection, Classification and Logging from Moving Platforms: Issues and Approaches, IEEE Intelligent Vehicles Symposium, 2007. (pdf)

Stephen J. Krotosky, Mohan M. Trivedi , A Comparison of Color and Infrared Stereo Approaches to Pedestrian Detection, IEEE Intelligent Vehicles Symposium, 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)

Sangho Park, Mohan M. Trivedi, Multi-view Analysis of Pedestrian-Vehicle Activity in Crowded Scenes using Combined Homography, IEEE Workshop on Applications of Computer Vision, Austin, USA, Feb. 2007. (pdf)

2006

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, (2006), doi: 10.1016/j.cviu.2006.08.010. (pdf)

Preben Fihl, Sangho Park, Thomas B. Moeslund, Mohan M. Trivedi, Tracking of Individuals in Very Long Video Sequences, Lecture Notes in Computer Science (LNCS) 4291, pp. 60-69, 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, 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)

Anup Doshi, Mohan M. Trivedi, Hybrid Cone-Cylinder Codebook Model for Foreground Detection with Shadow and Highlight Suppression, In Proc. IEEE International Conference on Advanced Video and Signal based Surveillance, Nov 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)

Tarak Gandhi, Mohan M. Trivedi, A Multimodal Pedestrian Collision Avoidance Systems: A Survey of Computer Vision Based Recent Studies, IEEE International Intelligent Transportation Systems Conference Sept 2006 (pdf

Tarak Gandhi, Mohan M. Trivedi, Panoramic Appearance Map (PAM) for Multi-Camera Based Person Re-identification Proc. IEEE International Conference on Advanced Video and Signal based Surveillance, Nov 2006. (pdf)

Brendan Morris, Mohan M. Trivedi, Improved Vehicle Classification in Long Traffic Video by Cooperating Tracker and Classifier Modules, Proc. IEEE International Conference on Advanced Video and Signal based Surveillance Nov 2006 (pdf)  

Stephen J. Krotosky, Mohan M. Trivedi, Registration of Multimodal Stereo Images using Disparity Voting from Correspondence Windows, In Proc. IEEE International Conference on Advanced Video and Signal based Surveillance, Nov 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)

Brendan Morris, Mohan M. Trivedi, Robust Classification and Tracking of Vehicles in Traffic Video Streams, IEEE International Intelligent Transportation Systems Conference Sept 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)

Jeffrey Ploetner, Mohan M. Trivedi, A Multimodal Framework for Vehicle and Traffic Flow Analysis, IEEE International Intelligent Transportation Systems Conference Sept 2006 (pdf)

2005

J. Wu, M. 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, 16Oct2005. (pdf)

J. Wu, M. M. Trivedi, Robust Facial Landmark Detection for Intelligent Vehicle System, In Proc. IEEE International Workshop on Analysis and Modeling of Faces and Gestures in conjunction with IEEE International Conference on Computer Vision, 16Oct2005. (pdf)

M. M. Trivedi, T. L. Gandhi, K. S. Huang, Distributed Interactive Video Arrays for Event Capture and Enhanced Situational Awareness, Proceedings of IEEE Intelligent Systems, Sept. 2005. (pdf)

2004

T. Gandhi and M. Trivedi, Motion Analysis for Event Detection and Tracking with a Mobile Omni-Directional Camera, ACM Multimedia Systems Journal, special issue on Video Surveillance, (accepted January 2004). (pdf)

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 January 2004). (pdf)

M. Trivedi, K. Huang, T. Gandhi, B. Hall, and K. Harlow, Distributed Omni-Video Arrays and Digital Tele-Viewer for Customized Viewing, Event Detection and Notification, Proceedings of International Conference on Information Technology 2004, April 2004. (pdf)

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

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

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

R. Chang, T. Gandhi, and M. Trivedi, Vision Modules for a Multi-Sensory Bridge Monitoring Approach, Accepted for IEEE Conference on Intelligent Transportation Systems, Washington DC, October 2004. (pdf) * (Related Research)

D. Fidaleo, H. Nguyen, and M. Trivedi, The Networked Sensor Tapestry: A Privacy Enhanced Software Architecture for Interactive Analysis and Processing of Data in Video Sensor Networks, Technical Report prepared for the ACM 2nd International Workshop on Video Surveillance & Sensor Networks, 2004. (pdf)

D. Fidaleo, R. Evan Schumacher, and M. Trivedi, Visual Contextualization and Activity Monitoring for Networked Telepresence, Technical Report prepared for the ACM 2nd International Workshop on Effective Telepresence, 2004. (pdf)

T. Gandhi and M. Trivedi, Calibration of a Reconfigurable Array of Omnidirectional Cameras Using a Moving Person, Submitted to the 2nd ACM Workshop on Video Surveillance and Sensor Networks, Oct. 2004. (pdf)

2003

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)

K. Huang, M. Trivedi, Video arrays for real-time tracking of person, head, and face in an intelligent room, Machine Vision and Applications, vol. 14, no. 2, pp. 103-111, June 2003. (pdf)

T. Gandhi, M. Trivedi, Motion Analysis of Omni-Directional Video Streams for a Mobile Sentry, First ACM International Workshop on Video Surveillance, November 7, 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)