- Office: E4-05-11, NUS/ECE
Employment
- 12/07 – now : Assistant Professor, Department of Electrical and Computer Engineering, National University of Singapore, Singapore
- 04/06 – 12/07: Postdoctoral Fellowship, Beckman Institute, University of Illinois at Urbana-Champaign, USA
Education
- Ph.D 1999/09-2004/06, Applied Mathematics Department, School of Mathematical Sciences, Peking University, China, supervised by Professor Qiansheng Cheng and Dr. Hong-Jiang Zhang (Microsoft Research Asia)
- B.Sc. 1995/09-1999/07, Computational Mathematics Department, School of Mathematical Sciences, Peking University, China
Research Areas
Computer vision, multimedia, machine learning, information retrieval, and medical image analysis.
Publications
100+ technical journal & conference publications, among which 17 papers were published in the premiere computer vision conference, IEEE Conference on Computer Vision and Pattern Recognition, and 27 papers were published in IEEE Transactions, like TPAMI, TIP, TCSVT, and TKDE.
Selected Publications
- Shuicheng Yan, Dong Xu, Benyu Zhang, Hong-Jiang Zhang, Qiang Yang, and Stephen Lin, "Graph Embedding and Extension: A General Framework for Dimensionality Reduction," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 29, no. 1, pp. 830- 837, Jan. 2007.
- Yun Fu, Shuicheng Yan, and Thomas S. Huang, “Correlation Metric for Generalized Feature Extraction,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), in press, 2008.
- Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, and Hong-Jiang Zhang, "Face Recognition Using Laplacianfaces,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 27, no. 3, pp. 328-340, Mar. 2005.
- Shuicheng Yan, Huan Wang, Yun Fu, Jun Yan, Xiaoou Tang, and Thomas S. Huang, “Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond,” IEEE Transactions on Image Processing (TIP), 2008.
- Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, and Thomas S. Huang, “Formulating Face Verification with Semidefinite Programming,” IEEE Transactions on Image Processing (T-IP), in press, 2007.
- Shuicheng Yan, Dong Xu, and Xiaoou Tang, "Face Verification with Balanced Thresholds," IEEE Transactions on Image Processing (T-IP), vol. 16, no. 1, pp. 262-268, Jan. 2007.
- Shuicheng Yan, Dong Xu, Lei Zhang, Qiang Yang, Xiaoou Tang, and Hong-Jiang Zhang, "Multilinear Discriminant Analysis for Face Recognition," IEEE Transactions on Image Processing (T-IP), vol. 16, no. 1, pp. 212-220, Jan. 2007.
- Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, and Hong-Jiang Zhang, "Enhanced Marginal Fisher Analysis for Human Gait Recognition and Content Based Image Retrieval", IEEE Transactions on Image Processing (TIP), in press, 2007.
- Huan Wang, Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, and Thomas S. Huang, “Correspondence Propagation with Weak Priors,” IEEE Transactions on Image Processing (TIP), 2008.
- Dong Xu, Shuicheng Yan, and Jiebo Luo, “Face Recognition Using Spatially Constrained Earth Mover’s Distance,” IEEE Transactions on Image Processing (TIP), 2008.
Projects
- “Object Detection and activity analysis”, Startup Grant, 179k S$;
- “Visual Cloning Towards Semantics and Privacy”, NRF/MDA, 1.5M S$;
Awards
- 1st Prize Winner of CLEAR07 3D Pose Estimation Evaluation, 2007
- "Top Ten Graduate Researchers of Peking University,” Tied for #1 Overall, 2004
List of advisees
- Bingbing Ni, Ju Sun, Bing Chen, Zheng Song.