Learning and Vision Lab, ECE, NUS

Journal Papers 2013

  1. Su-Jing Wang, Shuicheng Yan, Jian Yang, Chun-Guang Zhou, Xiaolan Fu. A General Exponential Framework for Dimensionality Reduction. In IEEE Transactions on Image Pro-cessing (TIP), 2013.
  2. Si Liu, Qiang Chen, Shuicheng Yan, Changsheng Xu, Hanqing Lu. Snap & Play: Auto-Generated Personalized Find-the-Difference Game. In ACM Transactions on Intelligent Systems and Technology (TIST), 2013.
  3. Shaogang Gong, Marco Cristani, Shuicheng Yan, Chen Change Loy (Eds). Person Re-Identification. Book published by Springer, 2013.
  4. Annan Li*, Luoqi Liu*, Shuicheng Yan. Person Re-identi?cation by Attribute-Assisted Clothes Appearance. Book chapter in Person Re-Identification (edited by Shaogang Gong, Marco Cristani, Shuicheng Yan and Chen Change Loy), printed by Springer, 2013. (* indicates equal contribution)
  5. Jianbing Shen, Ying Zhao, Shuicheng Yan, Xuelong Li. Exposure Fusion Using Hybrid Expo-sure Weight and Boosting Laplacian Pyramid. In IEEE Transactions on Systems, Man and Cybernetics, Part B (TSMC-B): Cybernetics, 2013.
  6. Si Liu, Jiashi Feng, Csaba Domokos, Hui Xu, Junshi Huang, Zhenzhen Hu, Shuicheng Yan. Fashion Parsing with Weak Color-Category Labels. In IEEE Transactions on Multimedia (TMM), 2013.
  7. Guodong Guo, Lingyun Wen, Shuicheng Yan. Face Authentication with Makeup Changes. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2013.
  8. Luming Zhang, Yahong Han, Yi Yang, Shuicheng Yan, Qi Tian. Discovering Discriminative Graphlets for Aerial Image Category Recognition. In IEEE Transactions on Image Processing (TIP), 2013.
  9. Zhao Zhang, Shuicheng Yan, Mingbo Zhao. Pairwise Sparsity Preserving Embedding for Unsupervised Subspace Learning and Classification. In IEEE Transactions on Image Processing (TIP), 2013.
  10. Bingbing Ni, Shuicheng Yan, Pierre Moulin. Multi-Level Depth and Image Fusion for Human Activity Detection. In IEEE Transactions on Systems, Man, and Cybernetics, Part B (TSMC-B), 2013.
  11. Bing-Kun Bao, Guangcan Liu, Richang Hong, Shuicheng Yan, Changsheng Xu. General Subspace Learning with Corrupted Training Data via Graph Embedding. In IEEE Transactions on Image Processing (TIP), 2013.
  12. Zilei Wang, Jiashi Feng, Shuicheng Yan, Hongsheng Xi. Image Classification via Object-aware Holistic Superpixel Selection. In IEEE Transactions on Image Processing (TIP), 2013.
  13. Jinhui Tang, Shuicheng Yan, John Wright, Qi Tian, Yanwei Pang, Edwige Pissaloux. Sparse Representations for Image and Video Analysis. In Journal of Visual Communication and Image Representation (VCIR) 24(2): 93-94, 2013.
  14. Tam V. Nguyen, Bingbing Ni, Hairong Liu, Wei Xia, Jiebo Luo, Mohan Kankanhalli, Shuicheng Yan. Image Re-Attentionizing. In IEEE Transactions on Multimedia (TMM), 2013.
  15. Xiangyu Chen, Yadong Mu, Hairong Liu, Shuicheng Yan, Yong Rui, Tat-seng Chua. Large-Scale Multi-Label Propagation based on Efficient Sparse Graph Construction. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2013.
  16. Hairong Liu, Longin Jan Latecki, Shuicheng Yan. Fast Detection of Dense Subgraphs with Iterative Shrinking and Expansion. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2013.
  17. Jian Dong*, Bin Cheng*, Xiangyu Chen, Tat-Seng Chua, Shuicheng Yan, Xi Zhou. Robust Image Annotation via Simultaneous Feature and Sample Outlier Pursuit. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2013. (* indicates equal contribution)
  18. Congyan Lang, Jiashi Feng, Guangcan Liu, Jinghui Tang, Shuicheng Yan, Jiebo Luo. Improving Bottom-up Saliency Detection by Looking into Neighbors. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2013.
  19. Jinhui Tang, Qiang Chen, Meng Wang, Shuicheng Yan, Tat-Seng Chua, Ramesh Jain. Towards Optimizing Human Labeling for Interactive Image Tagging. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2013.
  20. Yiliang Zhao, Qiang Chen, Shuicheng Yan, Daqing Zhang, Tat-Seng Chua. Detecting Over-lapping and Profilable Communities with User-generated Social Media Contents in LBSNs. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2013.
  21. Tam V. Nguyen, Si Liu, Jun Tan, Bingbing Ni, Yong Rui, Shuicheng Yan. Towards Decrypt-ing Attractiveness via Multi-Modality Cues. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2013.
  22. Xiaotong Yuan, Shuicheng Yan. Forward Basis Selection for Pursuing Sparse Representations Over a Dictionary. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2013.

Conference Papers 2013

  1. Lingxi Xie, Qi Tian, Richang Hong, Shuicheng Yan, Bo Zhang. Hierarchical Part Matching for Fine-Grained Visual Categorization. In International Conference on Computer Vision (ICCV), 2013.
  2. Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan. Correlation Adaptive Subspace Segmentation by Trace Lasso. In International Conference on Computer Vision (ICCV), 2013.
  3. Canyi Lu, Jinhui Tang, Min Lin, Liang Lin, Shuicheng Yan, Zhouchen Lin. Correntropy Induced L2 Graph for Robust Subspace Clustering. In International Conference on Computer Vision (ICCV), 2013.
  4. Wei Xia, Csaba Domokos, Jian Dong, Loong Fah Cheong, Shuicheng Yan. Semantic Segmentation without Annotating Segments. In International Conference on Computer Vision (ICCV), 2013.
  5. Jian Dong, Qiang Chen, Wei Xia,Zhongyang Huang, Shuicheng Yan. A deformable mixture part model with parselets. In International Conference on Computer Vision (ICCV), 2013.
  6. Yi Yang, Zhigang Ma, Zhongwen Xu, Shuicheng Yan, Alexander Hauptmann. How Related Exemplars Help Complex Event Detection in Web Videos? In International Conference on Computer Vision (ICCV), 2013.
  7. Junliang Xing, Jin Gao, Bing Li, Weiming Hu, Shuicheng Yan. Robust Object Tracking with On-line Multi-lifespan Dictionary Learning. In International Conference on Computer Vision (ICCV), 2013.
  8. Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui. Multimedia recommendation: technology and techniques. In SIG on Information Retrieval (SIGIR), 2013: 1131.
  9. Jiashi Feng, Huan Xu, Shuicheng Yan. Stochastic Optimization for Robust PCA. In Neural Information Processing Systems (NIPS), 2013.
  10. Jiashi Feng, Huan Xu, Shie Mannor, Shuicheng Yan. Online PCA for Big Contaminated Data. In Neural Information Processing Systems (NIPS), 2013.
  11. Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang. Min-Max Hash for Jaccard Similarity. In IEEE International Conference on Data Mining (ICDM), 2013.
  12. Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua. Attributes-augmented Semantic Hierarchy for Image Retrieval. In ACM International Conference on Multimedia (ACM MM), 2013.
  13. Fei Wu, Xinyan Lu, Zhongfei Zhang, Shuicheng Yan, Yong Rui, Yueting Zhuang. Cross-Media Semantic Representation via Bi-directional Learning to Rank. In ACM International Conference on Multimedia (ACM MM), 2013.
  14. Min Lin, Zhenzhen Hu, Si Liu, Richang Hong, Meng Wang, Shuicheng Yan. eHeritage of Shadow Puppetry: Creation and Manipulation. In ACM International Conference on Multimedia (ACM MM), 2013.
  15. Junhua Mao, Houqiang Li, Wengang Zhou, Shuicheng Yan, Qi Tian. Scale-based region growing for scene text detection. In ACM International Conference on Multimedia (ACM MM), 2013.
  16. Qiang Chen, Yang Cai, Lisa Brown, Ankur Datta, Quanfu Fan, Rogerio Feris, Shuicheng Yan, Alex Hauptmann, Sharathchandra Pankanti. Spatio-Temporal Fisher Vector Coding for Surveillance Event Detection. In ACM International Conference on Multimedia (ACM MM), 2013.
  17. Luoqi Liu, Hui Xu, Junliang Xing, Si Liu, Xi Zhou, Shuicheng Yan. "Wow! You Are So Beautiful Today!". In ACM International Conference on Multimedia (ACM MM), 2013.
  18. Junshi Huang, Hairong Liu, Jialie Shen, Shuicheng Yan. Towards Efficient Sparse Coding for Scalable Image Annotation. In ACM International Conference on Multimedia (ACM MM), 2013.
  19. Tam V. Nguyen, Mengdi Xu, Guangyu Gao, Mohan Kankanhalli, Qi Tian, Shuicheng Yan. Static Saliency vs. Dynamic Saliency: A Comparative Study. In ACM International Conference on Multimedia (ACM MM), 2013.
  20. Min Lin, Zhenzhen Hu, Si Liu, Richang Hong, Meng Wang, Shuicheng Yan. eHeritage of Shadow Puppetry: Creation and Manipulation. Demo at ACM International Conference on Multimedia (ACM MM), 2013.
  21. Luoqi Liu, Hui Xu, Junliang Xing, Si Liu, Xi Zhou, Shuicheng Yan. "Wow! You Are So Beautiful Today!". Demo at ACM International Conference on Multimedia (ACM MM), 2013.
  22. Zhao Zhang, Shuicheng Yan, Mingbo Zhao. Robust Image Representation and Decomposition by Laplacian Regularized Latent Low-Rank Representation. In Proceedings of the 25th IEEE International Joint Conference on Neural Networks (IJCNN), 2013.
  23. Saining Xie, Jiashi Feng, Shuicheng Yan, Hongtao Lu. Perception Preserving Projections. In British Machine Vision Conference (BMVC), 2013.
  24. Yan Pan, Hanjiang Lai, Cong Liu, Yong Tang, Shuicheng Yan. Rank Aggregation via Low-rank and Structured-sparse Decomposition. In Association for the Advancement of Artificial Intelligence (AAAI), 2013.
  25. Qiang Chen, Zheng Song, Rogerio Feris, Ankur Datta, Liangliang Cao, Zhongyang Huang, Shuicheng Yan. Efficient Maximum Appearance Search for Large-Scale Object Detection. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
  26. Jian Dong, Qiang Chen, Jiashi Feng, Wei Xia, Zhongyang Huang, Shuicheng Yan. Subcategory-aware Object Classification. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
  27. Yue Lin, Rong Jin, Deng Cai, Shuicheng Yan, Xuelong Li. Compressed Hashing. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
  28. Xiaolong Wang, Liang Lin, Lichao Huang, Shuicheng Yan. Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
  29. Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan. A Divide-and-Conquer Method for Scalable Low-rank Latent Matrix Pursuit. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
  30. Zhigang Ma, Yi Yang, Zhongwen Xu, Shuicheng Yan, Nicu Sebe, Alexander Hauptmann. Complex Event Detection via Multi-Source Video Attributes. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.