Learning and Vision Lab, ECE, NUS

Journal Papers 2010

  1. Bingbing Ni, Shuicheng Yan. Human Group Activities: Database and Algorithms. Book chapter in Advanced Topics in Biometrics, edited by Haizhou Li, Kar-Ann Toh and Liyuan Li, 2010.
  2. Jianke Zhu, Steven C.H. Hoi, Michael R. Lyu, Shuicheng Yan. Near-Duplicate Keyframe Retrieval by Semi-Supervised Learning and Nonrigid Image Matching. In ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), 2010.
  3. Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Weiguo Fan, Wei Wei, Zheng Chen. Trace Oriented Feature Analysis for Large Scale Text Data Dimension Reduction. In IEEE Transactions on Knowledge and Data Engineering (TKDE), 2010.
  4. Xiaobai Liu, Shuicheng Yan, Hai Jin. Projective Nonnegative Graph Embedding. In IEEE Transactions on Image Processing (TIP), 2010.
  5. Bin Cheng, Jianchao Yang, Shuicheng Yan, Yun Fu, Thomas Huang. Learning with L1-Graph for Image Analysis. In IEEE Transactions on Image Processing (TIP), 2010.
  6. Shuicheng Yan, Tianqiang Yuan, Xiaoou Tang. Learning Semantic Patterns with Dis-criminant Localized Binary Projections. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2010.
  7. Shuicheng Yan, Huan Wang, Jianzhuang Liu, Xiaoou Tang, Thomos. Huang. Misalignment-Robust Face Recognition. In IEEE Transactions on Image Processing (TIP), 2010.
  8. Richang Hong, Jinhui Tang, Hung-Khoon Tan, Shuicheng Yan, Chong-Wah Ngo, Tat-Seng Chua. Beyond Search: Event Driven Summarization for Web Videos. In ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), 2010.
  9. John Wright, Yi Ma, Julien Mairal, Guillermo Sapiro, Thomas Huang, Shuicheng Yan. Sparse Representation for Computer Vision and Pattern Recognition. In Proceedings of the IEEE, 2010.
  10. Dong Xu, Tat Jen Cham, Shuicheng Yan, Lixin Duan, Shih-Fu Chang. Near Duplicate Image Identification with Spatially Aligned Pyramid Matching. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2010.
  11. Yi Yang, Dong Xu, Feiping Nie, Shuicheng Yan, Yueting Zhuang. Image Clustering using Local Discriminant Models and Global Integration. In IEEE Transactions on Image Pro-cessing (TIP), 2010.
  12. Yadong Mu, Bingfeng Zhou, Shuicheng Yan. Information-Theoretic Analysis of Input Strokes in Visual Object Cutout. In IEEE Transactions on Multimedia (TMM), 2010.
  13. Xiaobai Liu, Liang Lin, Shuicheng Yan, Hai Jin, Wenbing Tao. Integrating Spatio-temporal Context with Multiview Representation for Object Recognition in Visual Surveillance. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2010.
  14. Bingbing Ni, Shuicheng Yan, Ashraf Kassim. Learning a Propagable Graph for Semi-super-vised Learning: Classification and Regression. In IEEE Transactions on Knowledge and Data Engineering, 2010.
  15. Yue Zhou, Bingbing Ni, Shuicheng yan, Thomas Huang. Recognizing Pair-Activities by Causality Analysis. In ACM Transactions on Intelligent Systems and Technology (TIST), 2010.
  16. 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 ACM Transactions on Intelligent Systems and Technology (TIST), 2010.

Conference Papers 2010

  1. Hairong Liu, Shuicheng Yan. Common Visual Pattern Discovery via Spatially Coherent Correspondences. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR): pp. 1609-1616, 2010.
  2. Xiaotong Yuan, Shuicheng Yan. Visual Classification with Multi-Task Joint Sparse Representation. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3493-3500, 2010.
  3. Qiang Chen, Shuicheng Yan, Tian-Tsong Ng. Factorization towards a Classifier. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3562-3569, 2010.
  4. Xinqi Chu, Shuicheng Yan, Liyuan Li, Kap Luk Chan, Thomas Huang. Spatialized Epitome and Its Applications. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 311-318, 2010.
  5. Yanan Liu, Fei Wu, Zhihua Zhang, Yueting Zhuang, Shuicheng Yan. Sparse Representation using Nonnegative Curds and Whey. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3578-3585, 2010.
  6. Yadong Mu, Jialie Shen, Shuicheng Yan. Weakly-Supervised Hashing in Kernel Space. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3344-3351, 2010.
  7. Xiaobai Liu, Shuicheng Yan, Jiebo Luo, Jinhui Tang, Zhongyang Huang, Hai Jin. Nonparametric Label-to-Region by Search. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3320-3327, 2010.
  8. Guangda Li, Richang Hong, Yantao Zheng, Shuicheng Yan, Tat-Seng Chua. Learning Cooking Techniques from YouTube. In Proceedings of International Conference on Multimedia Modeling (MMM), pp. 713-718, 2010.
  9. Ruchir Srivastava, Terence Sim, Shuicheng Yan, Surendra Ranganath. Feature Selection for Facial Expression Recognition Using Deformation Modeling. In International Conference on Digital Image Processing (ICDIP), 2010.
  10. Xiaobai Liu, Haifeng Gong, Shuicheng Yan, Hai Jin. Multi-View Object Detection by Classifier Interpolation. In Proceedings of International Conference on Acoustics, speech, and Signal Processing (ICASSP), pp. 826-829, 2010.
  11. Yadong Mu, Ju Sun, Shuicheng Yan, Loong-Fah Cheong. Activity Recognition Using Dense Long-Duration Trajectories. In Proceedings of IEEE International Conference on Multimedia and Expo (ICME), pp. 322-327, 2010.
  12. Shengjiao Cao, Hairong Liu, Shuicheng Yan. Automated Assembly of Shredded Pieces from Multiple Photos. In Proceedings of IEEE International Conference on Multimedia and Expo (ICME), pp. 358-363, 2010.
  13. Yadong Mu, Shuicheng Yan. Non-Metric Locality-Sensitive Hashing. In AAAI Conference on Artificial Intelligence (AAAI), 2010.
  14. Jialie Shen, Meng Wang, Shuicheng Yan, Hwee Hwa Pang, and Xian-Sheng Hua. Effective Music Tagging through Advanced Statistical Modeling. Proceedings of ACM SIG Conference on Information Retrieval (SIGIR), pp. 635-642, 2010.
  15. Baojun Yue, Jun Yan, Shuicheng Yan, Chen Zheng. A Novel Co-Learning Framework for Learning User Intent from Rule Based Training Data, ACM SIG Conference on Information Retrieval (SIGIR), 2010.
  16. Zheng Wang, Jiashi Feng, Shuicheng Yan, Changshui Zhang. Learning to Rank Tags. In Proceedings of ACM International Conference on Image and Video Retrieval (CIVR), pp. 42-49, 2010.
  17. Hairong Liu, Shuicheng Yan. Robust Graph Mode Seeking by Graph Shift. In Proceedings of International Conference on Machine Learning (ICML), pp. 671-678, 2010.
  18. Xinqi Chu, Chee Khun Poh, Liyuan Li, Kap Luk Chan, Shuicheng Yan, Weijia Shen, That Mon Htwe, Jiang Liu, Joo Hwee Lim, Eng Hui Ong, Khek Yu Ho. Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization. In Proceedings of International Conference on Medical Image Computing and Computer Assisted Intervention (MIC-CAI), pp. 522-529, 2010.
  19. Yadong Mu, Min Xu, Shuicheng Yan. Learning From Very-Few Labeled Examples With Soft La-bels. In Proceedings of International Conference on Image Processing (ICIP), 2010.
  20. Yadong Mu, Ju Sun, Tony X. Han, Loong-Fah Cheong, Shuicheng Yan. Randomized Locality Sensitive Vocabularies for Bag-of-Features Model. In Proceedings of European Conference on Computer Vision (ECCV), pp. 748-761, 2010.
  21. Dong Liu, Shuicheng Yan, Yong Rui, Hong-Jiang Zhang. Unified Tag Analysis with Multi-Edge Graph. In Proceedings of ACM International Conference on Multimedia (MM), pp. 25-34, 2010.
  22. Xiangyu Chen, Yadong Mu, Shuicheng Yan, Tat-Seng Hua. Efficient Large-Scale Image Annotation by Probabilistic Collaborative Multi-Label Propagation. In Proceedings of ACM International Conference on Multimedia (MM), pp. 35-44, 2010.
  23. Guangyu Zhu, Shuicheng Yan, Yi Ma. Image Tag Refinement Towards Low-Rank, Content-Tag Prior and Error Sparsity. In Proceedings of ACM International Conference on Multimedia (MM), pp. 461-470, 2010.
  24. Richang Hong, Meng Wang, Mengdi Xu, Shuicheng Yan, Tat-Seng Chua. Dynamic Captioning: Video Accessibility Enhancement for Hearing Impairment. In Proceedings of ACM International Conference on Multimedia (MM), pp. 421-430, October 25-29, 2010.
  25. Bin Cheng, Bingbing Ni, Shuicheng Yan, Qi Tian. Learning to Photograph. In Proceedings of ACM International Conference on Multimedia (MM), pp. 291-300, Oct 25-29, 2010.
  26. Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Hai Jin. Image Segmentation with Patch-Pair Density Priors. In Proceedings of ACM International Conference on Multimedia (MM), pp. 113-122, October 25-29, 2010.
  27. Richang Hong, Xiaotong Yuan, Mengdi Xu, Meng Wang, Shuicheng Yan, Tat-Seng Chua. Movie2Comics: A Feast of Multimedia Artwork. In Proceedings of ACM International Conference on Multimedia (MM), pp. 611-614, October 25-29, 2010.
  28. Jiashi Feng, Yan-Tao Zheng, Shuicheng Yan. Towards a Universal Detector by Mining Concepts with Small Semantic Gaps. In Proceedings of ACM International Conference on Multimedia (MM), pp. 1707-1710, October 25-29, 2010.
  29. Mengdi Xu, Xiaotong Yuan, Jialie Shen, Shuicheng Yan. Cast2Face: Character Identification in Movie with Actor-Character Correspondence. In Proceedings of ACM International Conference on Multimedia (MM), pp. 831-834, October 25-29, 2010.
  30. Jinhui Tang, Qiang Chen, Shuicheng Yan, Tat-Seng Chua, Ramesh Jain. One Person Labels One Million Images. In Proceedings of ACM International Conference on Multimedia (MM), pp. 1019-1022, October 25-29, 2010.
  31. Richang Hong, Meng Wang, Xiao-Tong Yuan, Shuicheng Yan, Tat-Seng Chua. Movie2Comics: Explore Diverse Presentation through Turning Movie to Comics. Demo at ACM International Conference on Multimedia (MM), Oct 25-29, 2010.
  32. Jialie Shen, Shuicheng Yan. The E-Call Environment for Cloud based Mobile Rich Media Data Management. In ACM Workshop on Mobile Cloud Media Computing, Oct 25-29, 2010.
  33. Yuzhao Ni, Ju Sun, Xiaotong Yuan, Shuicheng Yan, Loong-Fah Cheong. Robust Low-Rank Sub-space Segmentation with Semi-Definite Guarantees. In Proceedings of ICDM Workshop on Optimization Based Methods for Emerging Data Mining Problems (OEDM), pp. 1179-1188, Dec 13-13, 2010.
  34. Si Liu, Shuicheng Yan, Changsheng Xu, Hanqing Lu. Compact Codebook Generation Towards Scale-Invariance. In Pacific-Rim Symposium on Image and Video Technology (PSIVT), Nov 14-17, 2010.
  35. Hairong Liu, Longin Jan Latecki, Shuicheng Yan. Robust Clustering as Ensemble of Affinity Relations. In Proceedings of Annual Conference on Neural Information Processing Systems (NIPS), pp. 1414-1422, Dec 6-9, 2010.
  36. Zeyu Zheng, Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen, Ming Zhang. A Novel Contrast Co-Learning Framework For Generating High Quality Training Data. In Proceedings of IEEE International Conference on Data Mining (ICDM), pp. 649-658, Dec 14-17, 2010.
  37. Guangcan Liu, Ju Sun, Shuicheng Yan. Closed-Form Solutions to A Category of Nuclear Norm Minimization Problems. In NIPS Workshop on Low-Rank Methods for Large-Scale Machine Learning, Dec 10-11, 2010.
  38. Jiashi Feng, Bingbing Ni, Shuicheng Yan. Autogenerate Professional Background Music for Homemade Videos. In International Conference on Internet Multimedia Computing and Service (ICIMCS), Dec 30- 31, 2010.