Learning and Vision Lab, ECE, NUS

Journal Papers 2014

  1. Chunyan Xu, Canyi Lu, Junbin Gao, Tianjiang Wang, Shuicheng Yan. Facial Analysis with Lie Group Kernel. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014.
  2. Jiashi Feng, Xiaotong Yuan, Zilei Wang, Huan Xu, Shuicheng Yan. Auto-grouped Sparse Representation for Visual Analysis. In IEEE Transactions on Image Processing (TIP), 2014.
  3. Bingbing Ni, Pierre Moulin, Shuicheng Yan. Order Preserving Sparse Coding. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014.
  4. Tam V. Nguyen, Jiashi Feng, Shuicheng Yan. Seeing Human Weight from a Single RGB-D Image. In Journal of Computer Science and Technology (JCST), Vol 29 No. 5, P777-784, 2014.
  5. Wei Xia, Csaba Domokos, Loong-Fah Cheong, Shuicheng Yan. Background Context Augmented Hypothesis Graph for Object Segmentation. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014.
  6. Meng Wang, Weisheng Li, Dong Liu, Bingbing Ni, Jialie Shen, Shuicheng Yan. Facilitating Image Search with a Scalable and Compact Semantic Mapping. In IEEE Transactions on Cybernetics (T-CYB), 2014.
  7. Jie Shen, Guangcan Liu, Jia Chen, Yuqiang Fang, Jianbin Xie, Yong Yu, Shuicheng Yan. Unified Structured Learning for Simultaneous Human Pose Estimation and Garment At-tribute Classification. In IEEE Transactions on Image Processing (TIP), 2014.
  8. Jian Dong, Qiang Chen, Jiashi Feng, Kui Jia, Zhongyang Huang, Shuicheng Yan. Looking Inside Category: Subcategory-aware Object Recognition. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014.
  9. Yadong Mu, Yi Yang, Liangliang Cao, Shuicheng Yan, Qi Tian. Guest Editorial: Special issue on large scale multimedia semantic indexing. In Computer Vision and Image Understanding 124: 1-2, 2014.
  10. Hairong Liu, Longin Latecki, Shuicheng Yan. Dense Subgraph Partition of Positive Hypergraph. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014.
  11. Annan Li*, Luoqi Liu*, Kang Wang, Si Liu, Shuicheng Yan. Clothing Attributes Assisted Person Re-identification. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014. (* indicates equal contribution)
  12. Zilei Wang, Jiashi Feng, Shuicheng Yan. Collaborative Linear Coding for Robust Image Classification. In International Journal of Computer Vision (IJCV) S.I. Sparse coding, 2014.
  13. Bingbing Ni, Pierre Moulin, Shuicheng Yan. Pose Adaptive Motion Feature Pooling for Human Action Analysis. In International Journal of Computer Vision (IJCV), 2014.
  14. Tam V. Nguyen, Zheng Song, Shuicheng Yan. STAP: Spatial-Temporal Attention-aware Pooling for Action Recognition. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014.
  15. Luoqi Liu*, Junliang Xing*, Si Liu, Hui Xu, Xi Zhou, Shuicheng Yan. Wow! You Are So Beautiful Today!. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2014. (* indicates equal contribution)
  16. Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua. Attribute-augmented Semantic Hierarchy: Towards a Unified Framework for Content-based Image Retrieval. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2014.
  17. Si Liu, Luoqi Liu, Shuicheng Yan. Fashion Analysis: Current Techniques and Future Directions. In IEEE MultiMedia 21(2): 72-79 (2014), 2014.
  18. Weiming Hu, Nianhua Xie, Ruiguang Hu, Haibin Ling, Qiang Chen, Shuicheng Yan, Stephen Maybank. Bin Ratio-Based Histogram Distances and Their Application to Image Classification. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014.
  19. Bingbing Ni*, Mengdi Xu*, Tam V. Nguyen, Meng Wang, Congyan Lang, Zhongyang Huang, Shuicheng Yan. Touch Saliency: Characteristics and Prediction. In IEEE Transactions on Multimedia (TMM), 2014. (* indicates equal contribution)
  20. Yuqiang Fang, Qiang Chen, Lin Sun, Bin Dai, Shuicheng Yan. Decomposition and Extraction: A New Framework for Visual Classification. In IEEE Transactions on Image Processing (TIP), 2014.
  21. Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Tat-Seng Chua. Robust (Semi-) Nonnegative Graph Embedding. In IEEE Transactions on Image Processing (TIP), 2014.
  22. Yanxiang Chen, Tam V. Nguyen, Mohan Kankanhalli, Jun Yuan, Meng Wang, Shuicheng Yan. Audio Matters in Visual Attention. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014.
  23. Junshi Huang, Si Liu, Junliang Xing, Tao Mei, Shuicheng Yan. Circle & Search: Attribute-aware Shoe Retrieval. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2014.
  24. Luoqi Liu, Li Zhang, Hairong Liu, Shuicheng Yan. Towards Large-population Face Identifi-cation in Unconstrained Videos. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014.
  25. Zhongwei Cheng, Lei Qin, Qingming Huang, Shuicheng Yan, Qi Tian. Recognizing Human Group Action by Layered Model with Multiple Cues. In Neurocomputing, Volume 136: P124-135, 2014.
  26. Chao Xiong, Guangyu Gao, Shuicheng Yan, Zhengjun Zha, Huadong Ma, Tae-Kyun Kim. Adaptive Learning for Celebrity Identification with Video Context. In IEEE Transactions on Multimedia (TMM), 2014.
  27. Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe, Shuicheng Yan, Alexander Hauptmann. Harnessing Lab Knowledge for Real-world Action Recognition. In International Journal of Computer Vision (IJCV), 2014.
  28. Jianqiu Ji, Guangyu Gao, Shuicheng Yan, Jianmin Li, Qi Tian, Bo Zhang. Batch-Orthogonal Locality-Sensitive Hashing for Angular Similarity. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014.
  29. Zhao Zhang, Shuicheng Yan, Ming-Bo Zhao. Similarity Preserving Low-rank Representation for Enhanced Data Representation and Effective Subspace Learning. In Neural Networks 53: 81-94, 2014.
  30. Annan Li, Shuicheng Yan. Track Object with Only Background Cues. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014.
  31. Qiang Chen, Zheng Song, Zhongyang Huang, Yang Hua, Shuicheng Yan. Contextualizing Object Detection and Classification. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014.
  32. Jing Wang, Canyi Lu, Meng Wang, Peipei Li, Shuicheng Yan, Xuegang Hu. Robust Face Recognition via Adaptive Sparse Representation. In IEEE Transactions on Systems, Man, and Cybernetics, Part B (TSMC-B), 2014.
  33. Xiaobai Liu, Qian Xu, Gang Wang, Shuicheng Yan, Hai Jin, Seong-Whan Lee. Nonnegative Tensor Co-Factorization and Its Unified Solution. In IEEE Transactions on Image Processing (TIP), 2014.
  34. Yan Song, Jinhui Tang, Fan Liu, Shuicheng Yan. Body Surface Context: A New Robust Feature for Action Recognition from Depth Videos. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014.
  35. Zhenzhen Hu, Si Liu, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan. PicWords: Render a Picture by Packing Keywords. In IEEE Transaction on Multimedia (TMM), 2014.

Conference Papers 2014

  1. Shengtao Xiao, Shuzhi Sam Ge, Shuicheng Yan. Adaptive Object Learning for Robot Carinet. In Social Robotics: 6th International Conference, ICSR 2014.
  2. Changbo Zhu, Huan Xu, Chenlei Leng, Shuicheng Yan. Convex Optimization Procedure for Clustering: Theoretical Revisit. In Neural Information Processing Systems (NIPS), 2014.
  3. Yingzhen Yang, Feng Liang, Shuicheng Yan, Zhangyang Wang, Thomas S. Huang. Nonparametric Pairwise Similarity for Clustering. In Neural Information Processing Systems (NIPS), 2014.
  4. Jiashi Feng, Huan Xu, Shie Mannor, Shuicheng Yan. Robust Logistic Regression and Classification. In Neural Information Processing Systems (NIPS), 2014.
  5. Xiangyu Chen, Yanwu Xu, Lixin Duan, Shuicheng Yan, Jiang Liu. Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning. In Asian Conference on Computer Vision (ACCV), 2014.
  6. Zequn Jie, Shuicheng Yan. Robust Scene Classification with Cross-level LLC Coding on CNN Features. In Asian Conference on Computer Vision (ACCV), 2014.
  7. Junshi Huang, Wei Xia, Shuicheng Yan. Deep Search with Attribute-aware Deep Network. Demo at ACM International Conference on Multimedia (ACM MM), 2014.
  8. Hanwang Zhang, Yang Yang, Huanbo Luan, Shuicheng Yan, Tat-Seng Chua. Start from Scratch: Towards Automatically Identifying, Modeling and Naming Visual Attributes. In ACM International Conference on Multimedia (ACM MM), 2014.
  9. Si Liu, Xiaodan Liang, Luoqi Liu, Liang Lin, Ke Lv, Shuicheng Yan. Fashion Parsing with Video Context. In ACM International Conference on Multimedia (ACM MM), 2014.
  10. Jianfeng Wang, Heng Tao Shen, Shuicheng Yan, Nenghai Yu, Shipeng Li, Jingdong Wang. Optimized Distances for Binary Code Ranking. In ACM International Conference on Multimedia (ACM MM), 2014.
  11. Jian Dong, Qiang Chen, Shuicheng Yan, Alan Yuille. Towards Unified Object Detection and Segmentation. In European Conference on Computer Vision (ECCV), 2014.
  12. Yang Zhou, Bingbing Ni, Shuicheng Yan, Qi Tian. Pipelining Localized Semantic Features for Fine-Grained Action Recognition. In European Conference on Computer Vision (ECCV), 2014.
  13. Hanjiang Lai, Yan Pan, Canyi Lu, Yong Tang, Shuicheng Yan. Efficient k-Support Matrix Pursuit. In European Conference on Computer Vision (ECCV), 2014.
  14. Zhongwen Xu, Yi Yang, Ashraf Kassim, Shuicheng Yan. Cross-media Relevance Mining for Evaluating Text-based Image Search Engine. In IEEE International Conference on Multimedia and Expo (ICME), 2014.
  15. Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan. Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization. In Association for the Advancement of Artificial Intelligence (AAAI), 2014.
  16. Rongkai Xia, Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan. Supervised Hashing for Image Retrieval via Image Representation Learning. In Association for the Advancement of Artificial Intelligence (AAAI), 2014.
  17. Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian and Bo Zhang. Similarity-preserving binary signature for linear subspace. In Association for the Advancement of Artificial Intelligence (AAAI), 2014.
  18. Jiashi Feng, Stefanie Jegelka, Trevor Darrell, Huan Xu, Shuicheng Yan. Learning Scalable Discriminative Attributes with Sample Relatedness. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  19. Jiashi Feng, Zhouchen Lin, Huan Xu, Shuicheng Yan. Robust Subspace Segmentation with Block-diagonal Prior. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  20. Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Shuicheng Yan. Towards Multi-view and Partially-occluded Face Alignment. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  21. Kang Zhang, Yuqiang Fang, Dongbo Min, Lifeng Sun, Shiqiang Yang, Shuicheng Yan, Qi Tian. Cross-Scale Cost Aggregation for Stereo Matching. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  22. Lin Sun, Kui Jia, Tsung-Han Chan, Yuqiang Fang, Shuicheng Yan. Deeply-Learned Slow Feature Analysis for Action Recognition. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  23. Canyi Lu, Shuicheng Yan, Zhouchen Lin. Generalized Nonconvex Non-smooth Low-Rank Minimization. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  24. Jian Dong, Qiang Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan. Towards Unified Human Parsing and Pose Estimation. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  25. Min Lin, Qiang Chen, Shuicheng Yan. Network In Network. In International Conference on Learning Representations (ICLR), 2014.
  26. Kuan-Hsien Liu, Tsung-Jung Liu, Shuicheng Yan, C.-C. Jay Kuo. Age Group Classification via Structured Fusion of Uncertainty-driven Shape Features and Selected Surface Features. In Workshop on Applications of Computer Vision (WACV), 2014.