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.