Related Publications

 

Face and human body detection, tracking and recognition

       Hieu Nguyen, Qiang Ji, and Anorld Smeulders, Spatio-temporal context for robust multi-target tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 29, No. 1, 2007

       Lei Zhang and Qiang Ji, Segmentation of Video Sequences using Spatial-temporal Conditional Random Fields, IEEE Workshop on Motion and Video Computing, 2008.

       Jixu Chen and Qiang Ji, Online Spatial-temporal Data Fusion for Robust Adaptive Tracking, IEEE workshop on Online Learning for Classification, 2007.

       Yan Tong, Wenhui Liao, Zheng Xue and Qiang Ji, A Unified Probabilistic Framework for Spontaneous Facial Activity Modeling and Understanding, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007.

       Peng Wang and Qiang Ji, Improving Face Recognition by Online Image Alignment, the 18th International Conference on Pattern Recognition (ICPR), Hongkong, August, 2006.

       Peng Wang, Qiang Ji, and James L. Wayman, Modeling and Predicting Face Recognition System Performance Based on Analysis of Similarity Scores, Special Issues on Biometrics: Progress and Directions, IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), Vol. 29, No.4, April 2007.

       Peng Wang and Qiang Ji, Robust Face Tracking via Collaboration of Generic and Specific Models, IEEE Transactions on Image Processing, in press, 2008.

       Jie Zou, Qiang Ji, and George Nagy, A Comparative Study of Local Matching Approach for Face Recognition, IEEE Transactions on Image Processing, Oct., page 2617-2628, 2007.

       Yan Tong, Wenhui Liao, and Qiang Ji, Facial Action Unit Recognition by Exploiting Their Spatial-temporal Relationships, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 10, p1683-1699, October 2007.

       Haisong Gu, Yongmian Zhang, and Qiang Ji, Task Oriented Facial Behavior Recognition System with Selective Sensing, Computer Vision and Image Understanding, vol. 100, p385-415, 2005.

       Yongmian Zhang, and Qiang Ji, Facial Expression Recognition with Dynamic Bayesian Networks, IEEE Transactions on Pattern Recognition and Machine Intelligence, Vol. 27, No. 5, 2005.

       Wenhui Liao, Yan Tong, Zhiwei Zhu and and Qiang Ji, Robust Object Tracking with a Case-base Updating Strategy, the Twentieth International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, January, 2007.

       Zhiwei Zhu and Qiang Ji, Robust Real-Time Face Pose and Facial Expression Recovery, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2006, New York city.

       Peng Wang and Qiang Ji, Multi-View Face Tracking with Factorial and Switching HMM, IEEE Workshop on the Applications of Computer Vision (WACV), 2005.

       Yang Wang and Qiang Ji, A Dynamic Conditional Random Field Model for Object Segmentation in Image Sequences, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, June 2005

 

Probabilistic Graphical Models and Their Applications

       Yan Tong and Qiang Ji, Learning Bayesian Networks with Qualitative Constraints, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.

       Lei Zhang and Qiang Ji, Segmentation of Video Sequences using Spatial-temporal Conditional Random Fields, IEEE Workshop on Motion and Video Computing, 2008.

       Semi-Qualitative Probabilistic Networks in Computer Vision Problems, Cassio P. de Campos, Lei Zhang, Yan Tong, and Qiang Ji, accepted by Special issue on imprecision, Journal of Statistical Theory and Practice.

       Yan Tong, Wenhui Liao, Zheng Xue and Qiang Ji, A Unified Probabilistic Graphical Model for Spontaneous Facial Activity Modeling and Understanding, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007.

       Yongmian Zhang and Qiang Ji, Active and Dynamic Information Fusion for Multisensor Systems under Dynamic Bayesian Networks, IEEE Transactions on Systems, Man, and Cybernetics B, April, 2006.

       Weihong Zhang and Qiang Ji, A Factorization Approach To Evaluating Simultaneous Influence Diagrams, IEEE Transactions on Systems, Man, and Cybernetics A, p746-754, Vol. 36, No. 4, July,2006.

       Yongmian Zhang, and Qiang Ji, Facial Expression Recognition with Dynamic Bayesian Networks, IEEE Transactions on Pattern Recognition and Machine Intelligence, Vol. 27, No. 5, 2005.

       Peng Wang and Qiang Ji, Multi-View Face Tracking with Factorial and Switching HMM, IEEE Workshop on the Applications of Computer Vision (WACV), 2005.

       Yang Wang and Qiang Ji, A Dynamic Conditional Random Field Model for Object Segmentation in Image Sequences, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, June 2005.

       Wenhui Liao, Weihong Zhang, and Qiang Ji, A Factor Tree Inference Algorithm for Bayesian Networks and its Application, the 16th IEEE International Conference on Tools with Artificial Intelligence, Nov., 2004.