National Lab of Pattern Recognition

Email: wmhu@nlpr.ia.ac.cn
Phone: 86-10-62556911
Fax: 86-10-62551993

Weiming Hu received the Ph.D. degree from the Department of Computer Science and Engineering, Zhejiang University. From April 1998 to March 2000, he was a Postdoctoral Research Fellow with the Institute of Computer Science and Technology, Founder Research and Design Center, Peking University. Since April 2000, he has been with the National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences. Now he is a Professor and a Ph. D. Student Supervisor in the laboratory. In 2007, he became an IEEE Senior Member and an associate editor for IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. His research interests are in video information processing and network information security recognition. He has published more than 90 papers on national and international journals, and international conferences.

Selected Publications

1. Weiming Hu , Ou Wu, Zhouyao Chen, Zhouyu Fu, and Steve Maybank, “Recognition of pornographic web pages by classifying texts and images”, IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 29, no. 6, June 2007 , pp. 1019-1034 .

2. Weiming Hu , Xuejuan Xiao, Zhouyu Fu, Dan Xie, Tieniu Tan, and Steve Maybank, “A system for learning statistical motion patterns”, IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 28, no. 9, September 2006, pp. 1450-1464.

3. Weiming Hu , Min Hu, Tieniu Tan, Jianguang Lou, and Steve Maybank, “Principal axis-based correspondence between multiple cameras for people tracking”, IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 28, no. 4, April 2006, pp. 663-671.

4. Weiming Hu , Dan Xie, Zhouyu Fu, Wenrong Zeng, and Steve Maybank, “Semantic-based surveillance video retrieval”, IEEE Transactions on Image Processing, vol. 16, no. 4, April 2007, pp. 1168-1181.

5. Weiming Hu , Dan Xie, and Tieniu Tan, “A hierarchical self-organizing approach for learning the patterns of motion trajectories”, IEEE Transactions on Neural Networks , vol. 15, no. 1, 2004, pp. 135-144.

6. Weiming Hu , Xuejuan Xiao, Dan Xie, Tieniu Tan, and Steve Maybank, “ Traffic accident prediction using 3D model based vehicle tracking” , IEEE Transactions on Vehicular Technology , vol. 53, no. 3, 2004, pp. 677-694.

7. Weiming Hu , Wei Hu, and Steve Maybank, “Adaboost-based algorithm for network intrusion detection”, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 38, no. 2, 2008, pp. 577-583.

8. Weiming Hu , Dan Xie, Tieniu Tan, and Steve Maybank, “Learning patterns of activity using fuzzy self-organizing neural network”, IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics , vol. 34, no. 3, 2004, pp. 1618-1626.

9. Weiming Hu , Tieniu Tan, Liang Wang, and Steve Maybank, “A survey on visual surveillance of object motion and behaviors”, IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews , vol. 34, no. 3, 2004, pp. 334-352.

10. Weiming Hu , Xue Zhou, Min Hu, and Steve Maybank , “ Occlusion reasoning for tracking multiple walking people ”, IEEE Transactions on Circuits and Systems for Video Technology , Accepted, 2008.

11. Hu Weiming , Yan Xiaolang, and He Zhijun. “ Partitioning on MCM using a new neural network model ”. Science in China . Series E , vol. 42, no. 3, 1999, pp. 312-320.

12. Liang Wang, Tieniu Tan, Huazhong Ning, and Weiming Hu , “Silhouette analysis based gait recognition for human identification”, IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 25, no. 12, 2003, pp. 1505-1518.

13. Jianguang Lou, Tieniu Tan, Weiming Hu , Hao Yang, and Steve Maybank, “3D model based vehicle tracking”, IEEE Transactions on Image Processing , vol. 14, no. 10, 2005, pp. 1561-1569 .

14. Liang Wang, Tieniu Tan, Weiming Hu, and Huazhong Ning, “Automatic gait recognition based on statistical shape analysis”, IEEE Transactions on Image Processing, vol. 12, no. 9, 2003. pp. 1120-1131.

15. Liang Wang, Huazhong Ning, Tieniu Tan, and Weiming Hu , “Fusion of static and dynamic body biometrics for gait recognition”, IEEE Transactions on Circuits and Systems for Video Technology , vol. 14, no. 2, 2004, pp. 149-158.

16. Huazhong Ning, Tieniu Tan, Liang Wang, and Weiming Hu , “People tracking based on motion model and motion constraints with automatic initialization”, Pattern Recognition , vol. 37, no. 7, 2004, pp. 1423-1440.

17. Liang Wang, Weiming Hu, and Tieniu Tan, “Recent developments in human motion analysis”, Pattern Recognition , vol. 36, no. 3, 2003, pp. 585-601.

18. Dacheng Tao, Xuelong Li, Xindong Wu, Weiming Hu and Stephen J. Maybank, “Supervised tensor learning”, Knowledge and Information Systems, vol. 13, no. 1, Sep. 2007, pp. 1-42.

19. Huazhong Ning, Tieniu Tan, Liang Wang, and Weiming Hu , “ Kinematics-based tracking of human walking in monocular video sequences ”, Image and Vision Computing, vol. 22, no. 5, 2004, pp. 429-441.

20. Xiaoqin Zhang, Weiming Hu , Steve Maybank, and Xi Li, “Graph based discriminative learning for robust and efficient object tracking”, IEEE International Conference on Computer Vision (ICCV) , Oct. 2007, pp.1-8. ( Oral Presentation )

21. Xi Li, Weiming Hu , Zhongfei Zhang, Xiaoqin Zhang, and Guan Luo, “Robust visual tracking based on incremental tensor subspace learning”, IEEE International Conference on Computer Vision (ICCV) , 14-21 Oct. 2007, pp. 1-8.

22. Liang Wang, Huazhong Ning, Tieniu Tan, and Weiming Hu , “Fusion of static and dynamic body biometrics for gait recognition”, IEEE International Conference on Computer Vision (ICCV) , 2003, pp. 1449-1453.

23. Mingliang Zhu, Weiming Hu , and Ou Wu, “User oriented link function classification”, International Conference on World Wide Web (WWW). Beijing , China . April 21-25, 2008.

24. Xi Li, Weiming Hu , Zhongfei Zhang, Xiaoqin Zhang, and Guan Luo, “Visual tracking via incremental Log-Euclidean Riemannian subspace learning”, IEEE International Conference on Computer Vision and Pattern Recognition(CVPR) , Anchorage, Alaska. June 23-28, 2008.

25. Xiaoqing Zhang, Weiming Hu , Steve Maybank, Li Xi “Sequential particle swarm optimization for visual tracking” ,  IEEE International Conference on Computer Vision and Pattern Recognition(CVPR) , Anchorage, Alaska. June 23-28, 2008.