Learning and Vision Lab, ECE, NUS

Journal Papers 2007

  1. Shuicheng Yan, Yuxiao Hu, Dong Xu, Hong-Jiang Zhang, Benyu Zhang, QianSheng Cheng. Nonlinear Discriminant Analysis on Embedded Manifold. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 17(4): 468-477, 2007.
  2. Shuicheng Yan, Dong Xu, Xiaoou Tang. Face Verification with Balanced Thresholds. In IEEE Transactions on Image Processing (TIP) 16(1): 262-268, 2007.
  3. Shuicheng Yan, Dong Xu, Qiang Yang, Lei Zhang, Xiaoou Tang, HongJiang Zhang. Multilinear Discriminant Analysis for Face Recognition. In IEEE Transactions on Image Processing (TIP) 16(1): 212-220, 2007.
  4. Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang. Rank-one Projections with Adaptive Margins for Face Recognition. In IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, 37(5): 1226-1236, 2007.
  5. Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang. A Parameter-free Framework for General Supervised Subspace Learning. IEEE Transactions on Information Forensics and Security (TIFS) 2(1): 69-76, 2007.
  6. Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang, Qiang Yang, Stephen Lin. Graph Embedding and Extensions: A General Framework for Dimensionality Reduction. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 29(1): 40-51, 2007.
  7. Shuicheng Yan, Huan Wang, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang. Ranking with Uncertain Labels and Its Applications. In Frontiers of Computer Science in China (Invited paper), 1(4): 407-412, 2007.
  8. Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-Jiang Zhang. Marginal Fisher Analysis for Human Gait Recognition and Content Based Image Retrieval. In IEEE Trans-actions on Image Processing (TIP) 16(11): 2811-2821, 2007.
  9. Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang. Formulating Face Verifi-cation with Semidefinite Programming. In IEEE Transactions on Image Processing (TIP) 16(11): 2802-2810, 2007.
  10. Shu Yang, Shuicheng Yan, Chao Zhang, Xiaoou Tang. Bilinear Analysis for Kernel Selection and Nonlinear Feature Extraction. In IEEE Transactions on Neural Networks (TNN) 18(5):1442-1452, 2007.
  11. Dong Xu, Dacheng Tao, Xuelong Li, Shuicheng Yan. Face Recognition: A Generalized Marginal Fisher Analysis Approach. International Journal of Computer Vision (IJCV) 7(3): 583-591, 2007.

Conference Papers 2007

  1. Wen Pu, Ning Liu, Shuicheng Yan, Kunqing Xie. Local Word Bag Model for Text Categorization. In Proceedings of International Conference on Data Mining (ICDM), pp.625-630, 2007.
  2. Shuicheng Yan, Huan Wang, Xiaoou Tang, Thomas S. Huang. Learning Auto-Structured Regressor from Uncertain Labels. In Proceedings of the IEEE International Conference on Computer Vision (ICCV), pp.1-8, 2007.
  3. Shuicheng Yan, Zhenqiu Zhang, Yuxiao Fu, Yun Hu, Jijin Tu, Thomas S. Huang. Learning a Person-Independent Representation for Precise 3D Pose Estimation. In Proceedings of Classification of Events, Activities and Relationships Evaluation and Workshop (CLEAR), pp.297-306, 2007.
  4. Huan Wang, Shuicheng Yan, Thomas S. Huang, Jianzhuang Liu, Xiaoou Tang. Transductive Regression Piloted by Inter-Manifold Relations. In Proceedings of the International Conference on Machine Learning (ICML), pp.967-974, 2007.
  5. Shuicheng Yan, Huan Wan, Xiaoou Tang, Thomas S. Huang. Ranking with Uncertain Labels. In Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), pp.96-99, 2007.
  6. Yue Zhou, Shuicheng Yan, Thomas S. Huang. Detecting Anomaly in Videos from Trajectory Similarity Analysis. In Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), pp.1087-1090, 2007.
  7. Yizhou Sun, Ning Liu, Kunqing Xie, Shuicheng Yan, Benyu Zhang, Zheng Chen. Causal Relation of Queries from Temporal Logs. In Proceedings of International World Wide Web Conference (WWW), pp.1141-1142, 2007.
  8. Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-fu Chang. Element Rearrangement for Tensor based Learning. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007.
  9. Huan Wang, Shuicheng Yan, Xiaoou Tang, Thomas S. Huang. Trace Ratio vs. Ratio Trace for Dimensionality Reduction. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007.
  10. Shuicheng Yan, Huan Wang, Xiaoou Tang, Thomas S. Huang. Exploring Feature Descriptors for Face Recognition. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1520-6149, 2007.
  11. Huan Wang, Shuicheng Yan, Xiaoou Tang, Thomas S. Huang. A Convergent Solution to Tensor Based Learning. In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pp. 629-624, 2007.