Learning and Vision Lab, ECE, NUS

Journal Papers 2012

  1. Guangcan Liu, Zhouchen Lin, Shuicheng Yan, Ju Sun, Yong Yu, Yi Ma. Robust Recovery of Subspace Structures by Low-Rank Representation. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2012.
  2. Yan-Tao Zheng, Shuicheng Yan, Zheng-Jun Zha, Xiangdong Zhou, Yiqun Li, Tat-Seng Chua, Ramesh Jain. GPSView: a Scenic Driving Routing Planning. In ACM Transactions on Multi-media Computing, Communications and Applications (TOMCCAP), 2012.
  3. Dong Liu. Shuicheng Yan, Rong-Rong Ji, Xian-Sheng Hua, Hong-Jiang Zhang. Image Retrieval with Query-Adaptive Hashing. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2012.
  4. Meng Wang, Richang Hong, Guangda Li, Shuicheng Yan, Tat-Seng Chua. Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification. In IEEE Transactions on Multimedia (TMM), 2012.
  5. Meng Wang, Richang Hong, Xiao-Tong Yuan, Shuicheng Yan, Tat-Seng Chua. Movie2-Comics: Towards a Lively Video Content Presentation. In IEEE Transactions on Multimedia (TMM), 2012.
  6. Bing-Kun Bao, Guangcan Liu, Changsheng Xu, Shuicheng Yan. Inductive Robust Principal Component Analysis. In IEEE Transactions on Image Processing (TIP), 2012.
  7. Congyan Lang, Guangcan Liu, Jian Yu, Shuicheng Yan. Saliency Detection by Multitask Sparsity Pursuit. In IEEE Transactions on Image Processing (TIP), 2012.
  8. Liyuan Li, Shuicheng Yan, Xinguo Yu, Yeow Kee Tan, Haizhou Li. Robust Multi-Person Detection and Tracking for Mobile Service and Social Robots. In IEEE Transactions on Systems, Man, and Cybernetics, Part B (TSMC-B), 2012.
  9. Congyan Lang, Songhe Feng, Bing Cheng, Bingbing Ni, Shuicheng Yan. A Unified Super-vised Codebook Learning Framework for Classification. In Neurocomputing 77(1): 281-288, 2012.
  10. Changsheng Xu, Alan Hanjalic, Shuicheng Yan, Qingshan Liu, Alan F. Smeaton. Special Section on Object and Event Classification in Large-Scale Video Collections. In IEEE Transactions on Multimedia (TMM) 14(1): 1-2, 2012.
  11. Yadong Mu, Xiangyu Chen, Xianglong Liu, Tat-Seng Chua, Shuicheng Yan. Multimedia Semantics-Aware Query-Adaptive Hashing with Bits Reconfigurability. In International Journal of Multimedia Information Retrieval, 2012.
  12. Jiashi Feng, Yuzhao Ni, Jian Dong, Shuicheng Yan. Purposive Hidden-Object-Game: Embedding Human Computation in Popular Game. In IEEE Transactions on Multimedia (TMM), 2012.
  13. Xiaotong Yuan, Xiaobai Liu, Shuicheng Yan. Visual Classification with Multi-task Joint Sparse Representation. In IEEE Transactions on Image Processing (TIP), 2012.
  14. Guangcan Liu, Shuicheng Yan. Active Subspace: Towards Scalable Low-Rank Learning. In Neural Computation, 2012.
  15. Jinhui Tang, Shuicheng Yan, Chunxia Zhao, Tat-Seng Chua, Ramesh Jain. Label-Specific Training Set Construction from Web Resource for Image Annotation. In Signal Processing, 2012.
  16. Guangyu Zhu, Shuicheng Yan, Tony Han, Changsheng Xu. Generative Group Activity Anal-ysis with Quaternion Descriptor. In X. Bai, J. Cheng, & E. Hancock (Eds.), Graph-Based Methods in Computer Vision: Developments and Applications (pp. 174-189), 2012.
  17. Bing-Kun BAO, Shuicheng Yan. Label-Specific Training Set Construction from Web Re-source for Image Annotation. In X. Bai, J. Cheng, & E. Hancock (Eds.), Graph-Based Methods in Computer Vision: Developments and Applications P244-260, 2012.
  18. Zilei Wang, Jiashi Feng, Shuicheng Yan, Hongsheng Xi. Linear Distance Coding for Image Classification. In IEEE Transactions on Image Processing (TIP), 2012.
  19. Bing-Kun Bao, Guangyu Zhu, Jialie Shen, Shuicheng Yan. Robust Image Analysis with Sparse Representation on Quantized Visual Features. In IEEE Transactions on Image Processing (TIP), 2012.
  20. Yadong Mu, Wei Liu, Shuicheng Yan. Video Defencing. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2012.
  21. Qiang Chen, Meng Wang, Zhongyang Huang, Yang Hua, Zheng Song, Shuicheng Yan. VideoPuzzle: Descriptive One-Shot Video Composition. In IEEE Transaction on Multimedia (TMM), 2012.
  22. Bingbing Ni, Meng Wang, Shuicheng Yan, Ashraf Kassim, Qi Tian. High-Order Local Spatial Context Modeling by Spatialized Random Forest. In IEEE Transactions on Image Processing (TIP), 2012.
  23. Bingbing Ni, Mengdi Xu, Bin Cheng, Meng Wang, Shuicheng Yan, Qi Tian. Learning to Photograph: a Compositional Perspective. In IEEE Transactions on Multimedia (TMM), 2012.

Conference Papers 2012

  1. Tam V. Nguyen, Si Liu, Jun Tan, Bingbing Ni, Yong Rui, Shuicheng Yan. Sense Beauty via Face, Dressing, and/or Voice. In ACM International Conference on Multimedia (ACM MM), 2012.
  2. Ying Yuan, Fei Wu, Yong Rui, Shuicheng Yan, Yueting Zhuang. Annotating Web Images using NOVA: Non-conVex group sparsity. In ACM International Conference on Multimedia (ACM MM), 2012.
  3. Han-Wang Zhang, Zhengjun Zha, Shuicheng Yan, Jingwen Bian, Tat-Seng Chua. Attribute Feedback. In ACM International Conference on Multimedia (ACM MM), 2012.
  4. Liqiang Nie, Shuicheng Yan, Tat-Seng Chua. Harvesting Visual Concepts for Image Search with Complex Queries. In ACM International Conference on Multimedia (ACM MM), 2012.
  5. Dong Liu, Guangnan Ye, Ching-Ting Chen, Shuicheng Yan, Shih-Fu Chang. Hybrid Social Media Network. In ACM International Conference on Multimedia (ACM MM), 2012.
  6. Raghudeep Gadde, Mukesh Saini, Shuicheng Yan, Wei-Tsang Ooi. MoViMash: Online Mobile Video Mashup. In ACM International Conference on Multimedia (ACM MM), 2012.
  7. Si Liu, Jiashi Feng, Zheng Song, Tianzhu Zhang, Hanqing Lu, Changsheng Xu, Shuicheng Yan. "Hi, Magic Closet, Tell Me What to Wear!". In ACM International Conference on Multimedia (ACM MM), 2012.
  8. Ruchir Srivastava, Jiashi Feng, Sujoy Roy, Terence Sim, Shuicheng Yan. Don't Ask Me What I'm Like, Just Watch and Listen. In ACM International Conference on Multimedia (ACM MM), 2012.
  9. Mengdi Xu, Bingbing Ni, Jian Dong, Zhongyang Huang, Meng Wang, Shuicheng Yan. Touch Saliency. In ACM International Conference on Multimedia (ACM MM), 2012.
  10. Tam V. Nguyen, Lusong Li, Jun Tan, Shuicheng Yan. 3DME: 3D Media Express from RGB-D Images. In ACM International Conference on Multimedia (ACM MM), 2012.
  11. Si Liu*, Tam V. Nguyen*, Jiashi Feng, Meng Wang, Shuicheng Yan. "Hi, Magic Closet, Tell Me What to Wear!". In ACM International Conference on Multimedia (ACM MM), 2012. (*indicates equal contribution)
  12. Si Liu, Zheng Song, Meng Wang, Changsheng Xu, Hanqing Lu, Shuicheng Yan. Street-to-Shop: Cross-Scenario Clothing Retrieval via Parts Alignment and Auxiliary Set. In ACM International Conference on Multimedia (ACM MM), 2012.
  13. Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui. Multimedia Recommendation. In ACM International Conference on Multimedia (ACM MM, Tutorial), 2012.
  14. Mengyou Li, Zheng Song, Qiang Chen, Zhongyang Huang, Liang Lin, Shuicheng Yan. Object-Layout-Aware Image Retrieval for Personal Album Management. Demo at European Conference on Computer Vision (ECCV), 2012.
  15. Jiashi Feng, Xiaotong Yuan, Zilei Wang, Huan Xu, Shuicheng Yan. Auto-grouped Sparse Representation for Visual Analysis. In European Conference on Computer Vision (ECCV), 2012.
  16. Bingbing Ni, Shuicheng Yan, Pierre Moulin. Multi-Task Order Preserving Sparse Coding For Time Sequence Classification. In European Conference on Computer Vision (ECCV), 2012.
  17. Lang Congyan, Tam V. Nguyen, Harish Katti, Karthik Yadati, Mohan Kankanhalli, Shuicheng Yan. Depth Matters: Influence of Depth Cues on Visual Saliency. In European Conference on Computer Vision (ECCV), 2012.
  18. Wei Xia, Zheng Song, Jiashi Feng, Loong Fah Cheong, Shuicheng Yan. Segmentation over Detection by Coupled Global and Local Sparse Representations. In European Conference on Computer Vision (ECCV), 2012.
  19. Can-Yi Lu, Lin Zhu, Shuicheng Yan, Deshuang Huang. Robust and Efficient Subspace Segmentation via Least Squares Regression. In European Conference on Computer Vision (ECCV), 2012.
  20. Si Liu, Zheng Song, Guangcan Liu, Changsheng Xu, Hanqing Lu, Shuicheng Yan. Street-to-Shop: Cross-Scenario Clothing Retrieval via Parts Alignment. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
  21. Qiang Chen, Zheng Song, Yang Hua, Zhongyang Huang, Shuicheng Yan. Generalized Hierarchical Matching for Image Classification. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
  22. Hairong Liu, Shuicheng Yan. Efficient Structure Detection via Random Consensus Graph. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
  23. Bingbing Ni, Shuicheng Yan, Mengdi Xu. Omni-Range Spatial Context for Visual Recognition. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
  24. Hanwang Zhang, Zhengjun Zha, Shuicheng Yan, Meng Wang, Tat-seng Chua. Robust Non-negative Graph Embedding: Towards Noisy Data, Unreliable Graph, and Noisy Labels. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
  25. Yinqiang Zheng, Guangcan LIU, Shigeki Sugimoto, Shuicheng Yan, Masatoshi Okutomi. Practical Low-Rank Matrix Approximation under Robust L1-Norm. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
  26. Yinqiang Zheng, Shigeki Sugimoto, Shuicheng Yan, Masatoshi Okutomi. Generalizing Wiberg Algorithm for Rigid and Nonrigid Factorizations with Missing Components and Metric Constraints. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
  27. Xiao-Tong Yuan, Shuicheng Yan. Forward Basis Selection for Sparse Approximation over Dictionary. In International Conference on Artificial Intelligence and Statistics (AISTATS), 2012.
  28. Guangcan Liu, Huan Xu, Shuicheng Yan. Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation. In International Conference on Artificial Intelligence and Statistics (AISTATS), 2012.
  29. Ruchir Srivastava, Shuicheng Yan, Terence Sim, Sujoy Roy. Recognizing Emotions of Characters in Movies. In International Conference on Acoustics, speech, and Signal Processing (ICASSP), 2012.
  30. Shuyuan Zhu, Bing Zeng, Shuicheng Yan. Image Super-resolution via Low-pass Filter Based Multi-scale Image Decomposition. In IEEE International Conference on Multimedia and Expo (ICME), 2012.
  31. Jialie Shen, Meng Wang, Shuicheng Yan, HweeHwa Pang. Modeling Concept Dynamics for Large Scale Music Search. In SIGIR, 2012.
  32. Jiashi Feng, Huan Xu, Shuicheng Yan. Robust PCA in High-dimension: A Deterministic Approach. In International Conference on Malignant Lymphoma (ICML), 2012.
  33. Ruchir Srivastava, Sujoy Roy, Tan Dat Nguyen, Shuicheng Yan. Automatic User Preference Elicitation for Music Recommendation. In Pacific-Rim Conf. on Multimedia (PCM), 2012.
  34. Jianqiu Ji, Jianmin Li, Shuicheng Yan, Bo Zhang, Qi Tian. Super-Bit Locality-Sensitive Hashing. In Conference on Neural Information Processing Systems (NIPS), 2012.
  35. Yang Cai*, Qiang Chen*, Lisa Brown, Ankur Datta, Quanfu Fan, Rogerio Feris, Shuicheng Yan, Alex Hauptmann, Sharath Pankanti. Informedia IBM/CMU/NUS @TREVID 2012, Surveillance Event Detection (SED), Discriminative Features and Interactive Feedback Utilization. In NIST TRECVid Workshop, 2012. (*indicate equal contribution)