Learning and Vision Lab, ECE, NUS

Journal Papers 2005

  1. Chenyong Hu, Benyu Zhang, Yongji Wang, Shuicheng Yan, Zheng Chen, Qing Wang, Qiang Yang. Learning Quantifiable Associations via Principal Sparse Non-negative Matrix Factorization. In International Journal Intelligent Data Analysis 9(6): 603-620, 2005.
  2. Dalong Jiang, Yuxiao Hu, Shuicheng Yan, Lei Zhang, HongJiang Zhang, Wen Gao. Efficient 3D Reconstruction for Face Recognition. In Pattern Recognition 38(6): 787-798, 2005.
  3. Hua Li, Shuicheng Yan, Li-Zhong Peng. Robust Non-frontal Face Alignment with Edge Based Texture. In Journal of Computer Science and Technology (JCST) 20(9): 849-854, 2005.
  4. Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, HongJiang Zhang. Face Recognition using Laplacianfaces. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 27(3): 328-340, 2005.

Conference Papers 2005

  1. Xiaofei He, Deng Cai, Shuicheng Yan, Hong-Jiang Zhang. Neighborhood Preserving Embedding. In Proceedings of the IEEE International Conference on Computer Vision (ICCV), pp. 1208-1213, 2005.
  2. Jun Yan, Benyu Zhang, Ning Liu, Shuicheng Yan, Zheng Chen, Qiansheng Cheng, Weiguo Fan, Wei-Ying Ma. OCFS: Optimal Orthogonal Centroid Feature Selection for Text Categorization. In Proceedings of ACM SIG Conference on Information Retrieval (SIGIR), pp. 122-129, 2005.
  3. Shuicheng Yan, Xiaoou Tang. Largest-Eigenvalue-Theory for Incremental Principal Component Analysis. In Proceedings of International Conference on Image Processing (ICIP), pp. 1181-1184, 2005.
  4. Dahua Lin, Shuicheng Yan, Xiaoou Tang. Feedback-based Dynamic Generalized LDA for Face Recognition. In Proceedings of International Conference on Image Processing (ICIP), pp. 992-995, 2005.
  5. Dahua Lin, Shuicheng Yan, Xiaoou Tang. Comparative Study: Face Recognition on Unspecific Persons using Linear Subspace Methods. In Proceedings of the International Conference on Image Processing (ICIP), pp. 764-767, 2005.
  6. Dahua Lin, Yingqing Xu, Xiaoou Tang, Shuicheng Yan. Tensor-based Factor Decomposition for Relighting. In Proceedings of the International Conference on Image Processing (ICIP), pp. 386-389, 2005.
  7. Changhu Wang, Shuicheng Yan, Hong-Jiang Zhang, Wei-Ying Ma. Realistic 3D Face Modeling by Fusing Multiple 2D Images. In Proceedings of the International Multimedia Modeling Conference (MMM), pp. 139-146, 2005.
  8. Dong Xu, Shuicheng Yan, Lei Zhang, Mingjing Li, Wei-Ying Ma, Zhengkai Liu, Hong-Jiang Zhang. Parallel Image Matrix Compression for Face Recognition. In Proceedings of the International Multimedia Modeling Conference (MMM), pp. 232-238, 2005.
  9. Yizhou Lu, Xuezheng Liu, Wensi Xi, Benyu Zhang, Hua Li, Zheng Chen, Shuicheng Yan, Wei-Ying Ma. Efficient PageRank with Same Out-link Groups. In Proceedings of Asia Information Retrieval Symposium (AIRS) pp. 141-152, 2005.