Learning and Vision Lab, ECE, NUS

Journal Papers 2008

  1. Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang. Convergent 2D Subspace Learning with Null Space Analysis. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 18(12): 1753-1759, 2008.
  2. Dong Xu, Shuicheng Yan, Lei Zhang, Stephen Lin, Hong-Jiang Zhang, Thomas S. Huang. Reconstruction and Recognition of Tensor-based Objects with Concurrent Subspaces Analysis. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 18(1):36-47, 2008.
  3. Xianchao Xie, Shuicheng Yan, James T. Kwok, Thomas S. Huang. Matrix-Variate Factor Analysis and Its Applications. In IEEE Transactions on Neural Networks (TNN) 19(10):1821-1826, 2008.
  4. Dong Xu, Shuicheng Yan, Jiebo Luo. Face Recognition Using Spatially Constrained Earth Mover's Distance. In IEEE Transactions on Image Processing (TIP) 17(11): 2256-2260, 2008.
  5. Yadong Mu, Shuicheng Yan, Thomas S. Huang, Bingfeng Zhou. Contextual Motion Field based Distance for Video Analysis. In Visual Computer 24(9): 595-603, 2008.
  6. Yun Fu, Shuicheng Yan, Thomas S. Huang. Correlation Metric for Generalized Feature Ex-traction. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 30(12): 2229-2235, 2008.
  7. Shuicheng Yan, Huan Wang, Xiaoou Tang, Jianzhuang Liu, Thomas S. Huang. Regression from Uncertain Labels and Its Applications to Soft-Biometrics. In IEEE Transactions on Information Forensics and Security (TIFS) 3(4): 698-708, 2008.
  8. Yun Fu, Shuicheng Yan, Thomas S. Huang. Classification and Feature Extraction by Simplexization. In IEEE Transactions on Information Forensics and Security (TIFS) 3(1): 91-100, 2008.
  9. Xuelong Li, Stephen J. Maybank, Shuicheng Yan, Dacheng Tao, Dong Xu. Gait Components and Their Applications to Gender Recognition. In IEEE Transactions on Systems, Man, and Cybernetics, Part C (TSMC-C) 38(2): 145-155, 2008.
  10. Xuelong Li, Stephen Lin, Shuicheng Yan, Dong Xu. Discriminant Locally Linear Embedding with High Order Tensor Data. In IEEE Transactions on Systems, Man, and Cybernetics, Part B (TSMC-B) 38(2): 342-352, 2008.

Conference Papers 2008

  1. Bingbing Ni, Shuicheng Yan, Loong Fah Cheong, Ashraf Kassim. Learning by Propagability. In Proceedings of IEEE International Conference on Data Mining (ICDM), pp. 492-501, 2008.
  2. Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen. Learning Latent Semantic Space for Effective Ranking. In Proceedings of IEEE International Conference on Data Mining (ICDM), pp. 1115-1120, 2008.
  3. Ning Liu, Jun Yan, Shuicheng Yan, Weiguo Fan, Zheng Chen. Web Query Prediction by Unifying Model. In Proceedings of IEEE International Conference on Data Mining Workshops (ICDMW), pp. 436-441, 2008.
  4. Yue Zhou, Shuicheng Yan, Thomas Huang. Categorizing Bi-Object Video Activities using Bag of Segments and Causality Features. In Proceeding of ACM workshop on Vision networks for behavior analysis (VNBA), pp. 55-60, 2008.
  5. Xi Zhou, Xiaodan Zhuang, Shuciheng Yan, John Mark, Thomas Huang, Shih-Fu Chang. SIFT-Bag Kernel for Video Event Analysis. In Proceeding of ACM International Conference on Multimedia (MM), pp. 229-238, 2008.
  6. Jianke Zhu, Steve Hoi, Michael Lyu, Shuicheng Yan. Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching. In Proceeding of ACM International Conference on Multimedia (MM), pp. 41-50, 2008.
  7. Zhu Li, Yun Fu, Shuicheng Yan, Thomas Huang. Real-time Human Action Recognition by Luminance Field Trajectory Analysis. In Proceeding of ACM International Conference on Multimedia (MM), pp. 671-674, 2008.
  8. Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan. Trace Ratio Criterion for Feature Selection. In Proceeding of AAAI Conference on Artificial Intelligence (AAAI), pp. 671-676, 2008.
  9. Yadong Mu, Shuicheng Yan, Thomas Huang, Bingfeng Zhou. Contextual Motion Field based Distance for Video Analysis. In Computer Graphics International Conference (CGI), 2008.
  10. Shuicheng Yan, Xi Zhou, Ming Liu, John Mark, Thomas Huang. Regression from Patch-kernel. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
  11. Jianchao Yang, Shuicheng Yan, Yun Fu, Xuelong Li, Thomas Huang. Non-Negative Graph Embedding. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
  12. Huan Wang, Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, Thomas Huang. Misalignment Robust Face Recognition. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
  13. Yue Zhou, Shuicheng Yan, Thomas Huang. Pair-Activity Classification by Bi-Trajectory Analysis. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
  14. Yadong Mu, Shuicheng Yan, Yi Liu, Thomas Huang, Bingfeng Zhou. Discriminative Local Binary Patterns for Human Detection in Personal Album. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
  15. Dong Xu, Tat-Jen Cham, Shuicheng Yan, Shihfu Chang. Near Duplicate Image Identification with Spatially Aligned Pyramid Matching. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.
  16. Shuicheng Yan, Ming Liu, Thomas S. Huang. Extract Age Information from Coordinate Local Signals. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 737-740, 2008.
  17. Yun Fu, Shuicheng Yan, Thomas S. Huang. Discriminant Simplex Analysis. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 3333-3336, 2008.
  18. Ming Liu, Shuicheng Yan, Yun Fu, Thomas S. Huang. Flexible X-Y Patches for Face Recognition. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 2113-2116, 2008.