Learning and Vision Lab, ECE, NUS

Journal Papers 2011

  1. Bingkun Bao, Bingbing Ni, Yadong Mu, Shuicheng Yan. Efficient Region-aware Large Graph Construction towards Scalable Multi-label Propagation. In Pattern Recognition, 2011.
  2. Xiaobai Liu, Liang Lin, Shuicheng Yan, Hai Jin. Adaptive Object Tracking by Learning Hybrid Template On-line. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2011.
  3. Teng Li, Shuicheng Yan, Tao Mei, Xian-Sheng Hua, In-So Kweon. Image Decomposition with Multi-Label Context: Algorithms and Applications. In IEEE Transactions on Image Processing (TIP), 2011.
  4. Junbiao Pang, Qingming Huang, Shuicheng Yan, Shuqiang Jiang, Lei Qin. Transferring Boosted Detectors towards Viewpoint and Scene Adaptiveness. In IEEE Transactions on Image Processing (TIP), 2011.
  5. Xiaobai Liu, Shuicheng Yan, Dat-Seng Chua, Hai Jin. Image Label Completion by Con-textual Decomposition. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2011.
  6. Ruchir Srivastava, Shuicheng Yan, Terence Sim, Surendra Ranganath. Subject Independent Facial Expression Recognition from 3D Face Models using Deformation Modeling. Book chapter in Depth Map and 3D Imaging Applications: Algorithms and Technologies, A. S. Malik, T. Choi and H. Nisar (Eds.), IGI Global, 2011.
  7. Jinhui Tang, Richang Hong, Shuicheng Yan, Tat-Seng Chua, Guo-Jun Qi, Ramesh Jain. Image Annotation by kNN-sparse Graph-based Label Propagation over Noisily Tagged Web Images. In IEEE Transactions on Multimedia (TMM), 2011.
  8. Jiashi Feng, Bingbing Ni, Dong Xu, Shuicheng Yan. Histogram Contextualization. In IEEE Transactions on Image Processing (TIP), 2011.
  9. Dong Liu, Shuicheng Yan, Xian-Sheng Hua, Hong-Jiang Zhang. Image Retagging via Collaborative Tag Propagation. In IEEE Transactions on Multimedia (TMM), 2011.
  10. Yun Fu, Shuicheng Yan, Thomas S. Huang. Special Issue on Feature-oriented Image and Video Computing for Extracting Contexts and Semantics. In Computer Vision and Image Understanding (CVIU) 115(3): 289, 2011.
  11. Kuiyuan Yang, Meng Wang, Xian-Sheng Hua, Shuicheng Yan, Hong-Jiang Zhang. Assemble New Object Detector with Few Examples. In IEEE Transactions on Image Processing (TIP), 2011.
  12. Xiaobai Liu, Shuicheng Yan, Bin Cheng, Jinhui Tang, Tat-Sheng Chua, Hai Jin. Label-to-Region with Continuity-biased Bi-Layer Sparsity Priors. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2011.
  13. Hairong Liu, Shenjiao Cao, Shuicheng Yan. Automated Assembly of Shredded Pieces from Multiple Photos. In IEEE Transactions on Multimedia (TMM), 2011.
  14. Zheng Wang, Shuicheng Yan, Changshui Zhang. Active Learning with Adaptive Regularization. In Pattern Recognition, 2011.
  15. Richang Hong, Meng Wang, Xiao-Tong Yuan, Mengdi Xu, Jianguo Jiang, Shuicheng Yan, Tat-Seng Chua. Video Accessibility Enhancement for Hearing Impaired Users. In ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM-CAP), 2011.
  16. Hui Yan, Xiaotong Yuan, Shuicheng Yan, Jingyu Yang. Correntropy based Feature Selection Using Binary Projection. In Pattern Recognition, 2011.
  17. Bingbing Ni, Zheng Song, Shuicheng Yan. Web Image and Video Mining towards Universal and Robust Age Estimator. In IEEE Transactions on Multimedia (TMM), 2011.
  18. Guangyu Zhu, Shuicheng Yan, Tony X. Han, Changsheng Xu. Generative Group Activity Analysis with Quaternion Descriptor. Book chapter in Graph-Based Methods in Computer Vision, IGI Global, 2011.
  19. Xiaotong Yuan, Shuicheng Yan. Non-degenerate Piecewise Linear Systems: A Finite Newton Algorithm and Applications in Machine Learning. In Neural Computation, 2011.
  20. Hairong Liu, Xingwei Yang, Longin Jan Latecki, Shuicheng Yan. Dense Neighborhoods on Affinity Graph. In International Journal of Computer Vision (IJCV), 2011.
  21. Congyan Lang, Guangcan Liu, Jian Yu, Shuicheng Yan. Saliency Detection by Multi-Task Sparsity Pursuit. In IEEE Transactions on Image Processing (TIP), 2011.
  22. Yue Gao, Jinhui Tang, Shuicheng Yan, Richang Hong, Qionghai Dai, Naiyao Zhang, Tat-Seng Chua. Camera Constraint-Free View-Based 3D Object Retrieval. In IEEE Transactions on Image Processing (TIP), 2011.
  23. Bingkun Bao, Teng Li, Shuicheng Yan. Hidden-concept Driven Multi-label Image Annotation and Label Ranking. In IEEE Transactions on Multimedia (TMM), 2011.
  24. Si Liu, Shuicheng Yan, Tianzhu Zhang, Changsheng Xu, Jing Liu, Hanqing Lu. Weakly-Supervised Graph Propagation towards Collective Image Parsing. In IEEE Transactions on Multimedia (TMM), 2011.

Conference Papers 2011

  1. Sparse Hidden-Dynamics Conditional Random Fields for User Intent Understanding. In International World Wide Web Conference (WWW), 2011.
  2. Ruchir Srivastava, Sujoy Roy, Shuicheng Yan, Terence Sim. Multi-actor Emotion Recognition in Movies using a Bimodal Approach. In Proceedings of International Conference on Multimedia Modeling (MMM), pp. 465-475, 2011.
  3. Guangyu Zhu, Shuicheng Yan, Tony X Han, Changsheng Xu. Generative Group Activity Analysis with Quaternion Descriptor. In Proceedings of International Conference on Multimedia Modeling (MMM), pp. 1-11, 2011.
  4. Yadong Mu, Jian Dong, Xiaotong Yuan, Shuicheng Yan. Accelerated Low-Rank Visual Recovery by Random Projection. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.
  5. Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Liang Lin, Hai Jin. Segment an Image by Looking into an Image Corpus. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.
  6. Jiashi Feng, Bingbing Ni, Qi Tian, Shuicheng Yan, Geometric lp-norm Feature Pooling for Image Classification. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.
  7. Zheng Song*, Qiang Chen*, Zhongyang Huang, Yang Hua, Shuicheng Yan. Contextualizing Object Detection and Classification. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011. (*indicates equal contribution)
  8. Yadong Mu, Xiangyu Chen, Tat-Seng Chua, Shuicheng Yan. Learning Reconfigurable Hashing for Diverse Semantics. In ACM International Conference on Multimedia Retrieval (ICMR), 2011
  9. Xiaotong Yuan, Shuicheng Yan. A Finite Newton Algorithm for Nondegenerate Piecewise Linear Systems. In International Conference on Artificial Intelligence and Statistics (AISTATS), 2011.
  10. Xiangyu Chen, Jin Yuan, Liqiang Nie, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua. TRECVID 2010 Known-item Search by NUS. In TRECVID 2010, USA.
  11. Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen. Efficient Subspace Segmentation via Quadratic Programming. In Association for the Advancement of Artificial Intelligence (AAAI), 2011.
  12. Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng Yan, Changsheng Xu, Hanqing Lu. Size Adaptive Selection of Most Informative Features. In Association for the Advancement of Artificial Intelligence (AAAI), 2011.
  13. Jialie Shen, Meng Wang, Shuicheng Yan, Qi Tian. Probabilistic Indexing of Media Sequences. In International Conference on Internet Multimedia Computing and Service (ICIMCS), 2011.
  14. Tam V. Nguyen, Shuicheng Yan. Seeing Your Weight An application in targeted advertisement. Demo at International Conference on Computer Vision (ICCV), 2011.
  15. Zheng Song, Bingbing Ni, Dong Guo, Terence Sim, Shuicheng Yan. Learning Universal Multi-view Age Estimator by Video Contexts. In International Conference on Computer Vision (ICCV), 2011.
  16. Zheng Song, Meng Wang, Xiansheng Hua, Shuicheng Yan. Predicting Occupation via Human Clothing and Contexts. In International Conference on Computer Vision (ICCV), 2011.
  17. Guangcan Liu, Shuicheng Yan. Latent Low-Rank Representation for Subspace Segmentation and Feature Extraction. In International Conference on Computer Vision (ICCV), 2011.
  18. Xiangyu Chen, Xiao-Tong Yuan, Qiang Chen, Shuicheng Yan, Tat-Seng Chua. Multi-label Visual Classification with Label Exclusive Context. In International Conference on Computer Vision (ICCV), 2011.
  19. Bin Cheng, Guangcan liu, Jinggong Wang, Zhongyang Huang, Shuicheng Yan. Multi-task Low-Rank Affinities Pursuit for Image Segmentation. In International Conference on Computer Vision (ICCV), 2011.
  20. Xiaobai Liu, Xiaotong Yuan, Shuicheng Yan, Hai Jin. Multi-class Semi-supervised SVMs with Positiveness Exclusive Regularization. In International Conference on Computer Vision (ICCV), 2011.
  21. Xiangyu Chen, Xiaotong Yuan, Shuicheng Yan, Jinhui Tang Yong Rui, Tat-Seng Chua. Towards Multi-Semantic Image Annotation with Graph Regularized Exclusive Group Lasso. In ACM International Conference on Multimedia (ACM MM), 2011.
  22. Zhongwei Cheng, Lei Qin, Qingming Huang, Shuqiang Jiang, Shuicheng Yan, Qi Tian. Human Group Activity Analysis with Fusion of Motion and Appearance Information. In ACM International Conference on Multimedia (ACM MM), 2011.
  23. Si Liu, Qiang Chen, Jian Dong, Shuicheng Yan, Hanqing Lu, Changsheng Xu. Snap&Play: Auto-generate Personalized Find-the-Difference Mobile Game. In ACM International Conference on Multimedia (ACM MM), 2011.
  24. Yuzhao Ni, Jian Dong, Jiashi Feng, Shuicheng Yan. Purposive Hidden-Object-Game: Embedding Human Computation in Popular Game. In ACM International Conference on Multimedia (ACM MM), 2011.
  25. Jian Dong, Yuzhao Ni, Jiashi Feng, Shuicheng Yan. Purposive Hidden-Object Game (P-HOG) Towards Imperceptible Human Computation. In ACM
  26. Dong Liu, Shuicheng Yan, Zhang Hong-Jiang. Next Photo Please: Towards Visually Consistent Sequential Photo Browsing. In ACM International Conference on Multimedia (ACM MM), 2011.
  27. Tang Jian, Jun Yan, Ming Zhang, Shuicheng Yan, Bin Gao. Rank Audience for Behavioral Targeting in Display Ads. In ACM Conference on Information and Knowledge Management (CIKM), 2011.
  28. Dong Liu, Shuicheng Yan, Yadong Mu, Xian-Sheng Hua, Hong-Jiang Zhang. Towards Optimal Discriminating Order for Multiclass Classification. In IEEE International Conference on Data Mining (ICDM), 2011.
  29. Siyu Gu, Jun Yan, Shuicheng Yan. Cross Domain Random Walk for Query Intent Pattern Mining from Search Engine Log. In IEEE International Conference on Data Mining (ICDM), 2011.
  30. Ruchir Srivastava, Sujoy Roy, Shuicheng Yan, Terence Sim. Accumulated Motion Images for Facial Expression Recognition in Videos. In First Facial Expression Recognition and Analysis challenge in FG (FERA), 2011.
  31. Mengdi Xu, Bingbing Ni, Shuicheng Yan. Image Re-emotionalizing. In Pacific-Rim Conference on Multimedia (PCM), 2011. (Best Paper Award)
  32. Yue Gao, Meng Wang, Huan-Bo Luan, Jialie Shen, Shuicheng Yan, Dacheng Tao. Tag-based Social Image Search with Visual-text Joint Hypergraph Learning. In ACM Multimedia: 1517-1520, 2011.
  33. Jialie Shen, Meng Wang, Shuicheng Yan, Xian-Sheng Hua. Multimedia Tagging: Past, Present and Future. In ACM Multimedia : 639-640, 2011 (Tutorial).