Learning and Vision Lab, ECE, NUS

Journal Papers 2009

  1. Shuicheng Yan, Huan Wang, Yun Fu, Jun Yan, Xiaoou Tang, Thomas S. Huang. Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond. In IEEE Transactions on Image Processing (TIP) 18(1): 202-210, 2009.
  2. Huan Wang, Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang. Correspondence Propagation with Weak Priors. In IEEE Transactions on Image Processing (TIP) 18(1): 140-150, 2009.
  3. Dong Xu, Shuicheng Yan. Semi-Supervised Bilinear Subspace Analysis. In IEEE Transactions on Image Processing (TIP) 18(7): 1671-1676, 2009.
  4. Shiguang Shan, Qingshan Liu, Dacheng Tao, Dong Xu, Shuicheng Yan, Xuelong Li. Introduction to the Special Issue on Video-based Object and Event Analysis. In Pattern Recognition Letters 30(2): 87, 2009.
  5. Jianchao Yang, Shuicheng Yan, Thomas S. Huang. Ubiquitously Supervised Subspace Learning. In IEEE Transactions on Image Processing (TIP) 18(2): 241-249, 2009.
  6. Shuicheng Yan, Huan Wang, Jilin Tu, Xiaoou Tang, Thomas S. Huang. Mode-kn Factor Analysis for Image Ensembles. In IEEE Transactions on Image Processing (TIP) 18(3): 670-676, 2009.
  7. Xin Li, Jun Yan, Weiguo Fan, Ning Liu, Shuicheng Yan, Zheng Chen. An Online Blog Reading System by Topic Clustering and Personalized Ranking. In ACM Transactions on Inter-net Technology (TOIT) 9(3), No. 9, 2009.
  8. Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang. Enhancing Bilinear Subspace Learning by Element Rearrangement. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 31(10): 1913-1920, 2009.

Conference Papers 2009

  1. Xiaobai Liu, Bin Cheng, Shuicheng Yan, Jinhui Tang, Tat S. Chua, Hai Jin. Label to Region by Bi-layer Sparsity Priors. In Proceedings of ACM International Conference on Multimedia (ACM MM), pp. 115-124, Oct 19-23, 2009.
  2. Bingbing Ni, Zheng Song, Shuicheng Yan. Web Image Mining for Universal Age Estimator. In Proceedings of ACM International Conference on Multimedia (ACM MM), pp. 85-94, Oct 19-23, 2009.
  3. Jinhui Tang, Shuicheng Yan, Guojun Qi, Richang Hong, Tat-Seng Chua. Inferring Semantic Concepts from Community-Contributed Images and Noisy Tags. Proceedings of ACM International Conference on Multimedia (ACM MM), pp. 223-232, Oct 19-23, 2009.
  4. Richang Hong, Jinhui Tang, Hung-Khoon Tan, Shuicheng Yan, Chong-Wah Ngo, Tat-Seng Chua. Event Driven Summarization for Web Videos. In ACM MM Workshop on Social Media, Oct 19-23, 2009.
  5. Xiaoyu Wang, Xu Han, Shuicheng Yan. A HOG-LBP Human Detector with Partial Occlusion Handling. In Proceedings of International Conference on Computer Vision (ICCV), pp. 32-39, September 27-October 4, 2009.
  6. Yuxiao Hu, Liangliang Cao, Fengjun Lv, Shuicheng Yan, Yihong Gong, Thomas Huang. Action Detection in Complex Scenes with Spatial and Temporal Ambiguities. In Proceedings of International Conference on Computer Vision (ICCV), pp. 128-135, Sep 27-October 4, 2009.
  7. Xiaohui Wu, J. Yan, Ning Liu, Shuicheng Yan, Ying Chen, Zhen Chen. Probabilistic Latent Se-mantic User Segmentation for Behavioral Targeted Advertising. In Proceedings of Annual International Workshop on Data Mining and Audience Intelligence for Advertising (ADKDD), pp. 10-17, Jun28, 2009.
  8. Wen Zhang, Jun Yan, Shuicheng Yan. Temporal Query Substitution for Ad Search. In Proceedings of ACM SIG Conference on Information Retrieval (SIGIR), pp. 798-799, Jul 19-23, 2009.
  9. Yangqing Jia, Shuicheng Yan, Changshui Zhang. Semi-supervised Learning on Evolutionary Data. In Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), pp. 1083-1088, Jul 11-17, 2009.
  10. Teng Li, Shuicheng Yan, I. Kweon. Local-Driven Semi-Supervised Learning with Multi-Label. In Proceedings of IEEE International Conference on Multimedia and Expo, pp. 1508-1511, June 28-July 2, 2009.
  11. Bingbing Ni, Shuicheng Yan, Ashraf Kassim. Contextualizing Histogram. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1682-1689, Jun 20-25, 2009.
  12. Bingbing Ni, Shuicheng Yan, Ashraf Kassim. Recognizing Human Group Activities by Localized Causalities. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1470-1477, Jun 20-25, 2009.
  13. Changhu Wang, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang. Multi-Label Sparse Coding for Automatic Image Annotation. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1643-1650, Jun 20-25, 2009.
  14. Changhu Wang, Zheng Song, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang. Multiplicative Nonnegative Graph Embedding. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 389-396, Jun 20-25, 2009.
  15. Teng Li, Tao Mei, Shuicheng Yan, In-So Kweon. Contextual Decomposition of Multi-Label Images. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2270-2277, Jun 20-25, 2009.
  16. Ju Sun, Xiao Wu, Shuicheng Yan, Loong-Fah Cheong, Tat-Seng Chua, Jintao Li. Hierarchical Spatio-Temporal Context Modeling for Action Recognition. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2004-2011, Jun 20-25, 2009.
  17. Changhu Wang, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang. Non-Negative Semi-Supervised Learning. In Proceedings of International Conference on Artificial Intelligence and Statistics, pp. 575-582, Apr 16-18, 2009.
  18. Bingbing Ni, Shuicheng Yan, A. Kassim. Directed Markov Stationary Features for Visual Classification. In Proceedings of International Conference on Acoustics, speech, and Signal Processing (ICASSP), pp. 825-828, Apr 19-24, 2009.
  19. Changhu Wang, Shuicheng Yan, Hong-Jiang Zhang. Large Scale Natural Image Classification by Sparsity Exploration. In Proceedings of International Conference on Acoustics, speech, and Signal Processing (ICASSP), pp. 3709-3712, Apr 19-24, 2009.
  20. Shuicheng Yan, Huan Wang. Semi-supervised Learning by Sparse Representation. In Proceedings of SIAM Data Mining Conference (SDM), pp. 792-801, Apr 30- May 2, 2009.
  21. Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen. Straightforward Feature Selection for Scalable Latent Semantic Indexing. In Proceedings of SIAM Data Mining Conference (SDM), pp. 1159-1170, Apr 30- May 2, 2009.
  22. Xiaobai Liu, Shuicheng Yan, Jun Yan, Hai Jin. Unified Solution to Nonnegative Data Factorization Problems. In Proceedings of IEEE International Conference on Data Mining (ICDM), pp. 307-316, 2009.
  23. Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Zheng Chen. Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization Framework. In Proceedings of IEEE International Conference on Data Mining (ICDM), pp. 598-606, 2009.
  24. Bingbing Ni, Shuicheng Yan, Guangyu Zhu, Zheng Song, etc. A Vision-Based Demographic advertisement System. Demo at International Conference on Computer Vision (ICCV), 2009.
  25. Liyuan Li, Kah Eng Hoe, Shuicheng Yan, Xinguo Yu. ML-Fusion Based Multi-Model Human Detection and Tracking for Robust Human-Robot Interfaces. In IEEE Workshop on Applications of Computer Vision, 2009.
  26. Bingkun Bao, Teng Li, Shuicheng Yan. Hidden-Concept Driven Image Decomposition Towards Semi-Supervised Multi-Label Image Annotation. In Proceedings of International Conference on Internet Multimedia Computing and Service (ICIMCS), pp.17-24, 2009.