Learning and Vision Lab, ECE, NUS

Journal Papers 2015

  1. Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin. Nonconvex Nonsmooth Low-Rank Minimization via Iteratively Reweighted Nuclear Norm. In IEEE Transactions on Image Processing (TIP), 2015.
  2. Congyan Lang, Jiashi Feng, Songhe Feng, Jingdong Wang, Shuicheng Yan. Dual Low Rank Pursuit: Learning Salient Features for Saliency Detection. In IEEE Transactions on Neural Net-works and Learning Systems, 2015.
  3. Teng Li, Bin Cheng, Bingbing Ni, Guanchan Liu, Shuicheng Yan. Multitask Low-rank Affinity Graph for Image Segmentation and Image Annotation. In ACM Transactions on Intelligent Systems and Technology (TIST), 2015.
  4. Fei Wu, Xinyan Lu, Jun Song, Shuicheng Yan, Zhongfei Zhang, Yong Rui, Yueting Zhuang. Learning of Multimodal Representations with Random Walks on the Click Graph. In IEEE Transactions on Image Processing (TIP), 2015.
  5. Luoqi Liu, Chao Xiong, Hanwang Zhang, Zhiheng Niu, Meng Wang, Shuicheng Yan. Deep Aging Face Verification with Large Gaps. In IEEE Transactions on Multimedia (TMM), 2015.
  6. Kang Zhang, Yuqiang Fang, Dongbo Min, Lifeng Sun, Shiqiang Yang, Shuicheng Yan. Cross-Scale Cost Aggregation for Stereo Matching. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2015.
  7. Wei Xia, Csaba Domokos, Junjun Xiong, Loong-Fah Cheong, Shuicheng Yan. Segmentation over Detection via Optimal Sparse Reconstructions. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2015.
  8. Yunchao Wei, Wei Xia, Min Lin, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, Shuicheng Yan. HCP: A Flexible CNN Framework for Multi-label Image Classification. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015.
  9. Changzhi Luo, Bingbing Ni, Shuicheng Yan, Meng Wang. Image Classification by Selective Regularized Subspace Learning. In IEEE Transactions on Multimedia (TMM), 2015.
  10. Bing Li, Weihua Xiong, Ou Wu, Weiming Hu, Steve Maybank, Shuicheng Yan. Horror Image Recognition Based on Context-Aware Multi-Instance Learning. In IEEE Transactions on Image Processing (TIP), 2015.
  11. Guo-Sen Xie, Xu-Yao Zhang, Shuicheng Yan, Cheng-Lin Liu. Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2015.
  12. Richang Hong, Zhenzhen Hu, Luoqi Liu, Meng Wang, Shuicheng Yan, Qi Tian. Understanding Blooming Human Groups in Social Networks. In IEEE Transactions on Multi-media (TMM), 2015.
  13. Chunyan Xu, Canyi Lu, Xiaodang Liang, Junbin Gao, Wei Zheng, Tianjiang Wang, Shuicheng Yan. Multi-Loss Regularized Deep Neural Network. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2015.
  14. Kuan-Hsien Liu, Shuicheng Yan, and Jay Kuo. Age Estimation via Grouping and Decision Fusion. In IEEE Transactions on Information Forensics & Security, 2015.
  15. Guangcan Liu, Huan Xu, Jinhui Tang, Qingshan Liu, Shuicheng Yan. A Deterministic Analysis for LRR. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015.
  16. Si Liu, Xiaodan Liang, Luoqi Liu, Liang Lin, Ke Lv, Xiaochun Cao, Shuicheng Yan. Transferred Human Parsing with Video Context. In IEEE Transactions on Multimedia (TMM), 2015.
  17. Yunchao Wei, Yao Zhao, Zhenfeng Zhu, Shikui Wei, Yanhui Xiao, Jiashi Feng, Shuicheng Yan. Modality-dependent Cross-media Retrieval. In ACM Transactions on Intelligent Systems and Technology (TIST), 2015.
  18. Guangyu Ryan Gao, Mengdi Xu, Jialie Shen, Huadong Ma, Shuicheng Yan. Cast2Face: Assigning Character Names onto Faces in Movie with Actor-Character Correspondence. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2015.
  19. Jialie Shen, Robert Huijie Deng, Zhiyong Cheng, Liqiang Nie, Shuicheng Yan. On Robust Image Spam Filtering. In Pattern Recognition, 2015.
  20. Jing Wang, Meng Wang, Xuegang Hu, Shuicheng Yan. Visual data denoising with a unified Schatten-p norm and lq norm regularized principal component pursuit. In Pattern Recognition, 2015.
  21. Zhaoquan Yuan, Changsheng Xu, Jitao Sang, Shuicheng Yan. Learning Feature Hierarchies: A Layer-wise Tag-embedded Approach. In IEEE Transactions on Multimedia, 2015.
  22. Jian Dong, Qiang Chen, Zhongyang Huang, Jianchao Yang, Shuicheng Yan. Parsing based on Parselets: A Unified Deformable Mixture Model for Human Parsing. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015.
  23. Wen Guo, Liangliang Cao, Tony H. Xu, Shuicheng Yan, Changsheng Xu. Max-Confidence Boosting with Uncertainty for Visual Tracking. In IEEE Transactions on Image Processing (TIP), 2015.
  24. Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Jian Dong, Liang Lin, Shuicheng Yan. Deep Human Parsing with Active Template Regression. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015.
  25. Chao Xiong, Luoqi Liu, Xiaowei Zhao, Shuicheng Yan, Tae-Kyun Kim. Convolutional Fusion Network for Face Verification in the Wild. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2015.
  26. Liqiang Nie, Meng Wang, Luming Zhang, Shuicheng Yan, Bo Zhang, Tat-Seng Chua. Disease Inference from Health-Related Questions via Sparse Deep Learning. In IEEE Transactions on Knowledge and Data Engineering (TKDE), 2015.
  27. Annan Li, Min Lin, Yi Wu, Ming-hsuan Yang, Shuicheng Yan. NUS-PRO: A New Visual Tracking Challenge. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015.
  28. Teng Li, Bingbing Ni, Mengdi Xu, Meng Wang, Qingwei Gao, Shuicheng Yan. Data-Driven Affective Filtering for Images and Videos. In IEEE Transactions on Cybernetics, 2015.
  29. Teng Li, Huan Chang, Meng Wang, Bingbing Ni, Richang Hong, Shuicheng Yan. Crowded Scene Analysis: A Survey. In IEEE Transactions on Circuit and Systems for Video Technology (TCSVT), 2015.
  30. Chunyan Xu, Canyi Lu, Junbin Gao, Wei Zheng, Tianjiang Wang, Shuicheng Yan. Discriminative Analysis for Symmetric Positive Definite Matrices on Lie Groups. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2015.
  31. Yanfei Liu, Xi Zhou, Yuanqian Li, Yihao Wang, Shuicheng Yan. Visibility-aware Part Model for Robust Facial Point Detection. In Neuro-computing 149: 1515-1523, 2015.
  32. Tam V. Nguyen, Canyi Lu, Jose Sepulveda, Shuicheng Yan. Adaptive Non-parametric Image Parsing. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2015.
  33. Canyi Lu, Zhouchen Lin, Shuicheng Yan. Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization. In IEEE Transactions on Image Processing (TIP), 2015.

Conference Papers 2015

  1. Xiangbo Shu, Jinhui Tang, Luoqi Liu, Zhiheng Niu, Shuicheng Yan. What Shall I Look Like after N Years? In ACM International Conference on Multimedia (ACM MM), 2015: 789-790.
  2. Jianshu Li, Chao Xiong, Luoqi Liu, Xiangbo Shu, Shuicheng Yan. Deep Face Beautification. In ACM International Conference on Multimedia (ACM MM), 2015: 793-794.
  3. Xiaodan Liang, Si Liu, Yunchao Wei, Luoqi Liu, Liang Lin, Shuicheng Yan. Towards Computational Baby Learning: A Weakly-supervised Approach for Object Detection. In International Conference on Computer Vision (ICCV), 2015.
  4. Xiaodan Liang, Chunyan Xu, Xiaohui Shen, Jianchao Yang, Liu Si, Jinhui Tang, Liang Lin, Shuicheng Yan. Human Parsing with Contextualized Convolutional Neural Network. In International Conference on Computer Vision (ICCV), 2015.
  5. Junshi Huang, Rogerio Feris, Qiang Chen, Shuicheng Yan. Cross-domain Image Retrieval with a Dual Attribute-aware Ranking Network. In International Conference on Computer Vision (ICCV), 2015.
  6. Chao Xiong, Xiaowei Zhao, Danhang Tang, Karlekar Jayashree, Shuicheng Yan, Tae-Kyun Kim. Conditional Convolutional Neural Network for Modality-aware Face Recognition. In International Conference on Computer Vision (ICCV), 2015.
  7. Zhenzhen Wang, Xiao-Tong Yuan, Qingshan Liu, Shuicheng Yan. Additive Nearest Neighbor Feature Maps. In International Conference on Computer Vision (ICCV), 2015.
  8. Xiangbo Shu, Jinhui Tang, Hanjiang Lai, Luoqi Liu, Shuicheng Yan. Personalized Age Progression with Aging Dictionary. In International Conference on Computer Vision (ICCV), 2015.
  9. Guo-Sen Xie, Xu-Yao Zhang, Xiangbo Shu, Shuicheng Yan, Cheng-Lin Liu. Task-Driven Feature Pooling for Image Classification. In International Conference on Computer Vision (ICCV), 2015.
  10. Shengtao Xiao, Shuicheng Yan, Ashraf Kassim. Facial Landmark Detection via Progressive Initialization. In IEEE International Conference on Computer Vision Workshops (ICCVW), 2015.
  11. Siavash Sakhavi, Cuntai Guan, Shuicheng Yan. Parallel Convolutional-Linear Neural Network for Motor Imagery Classification. In 23rd European Signal Processing Conference (EUSIPCO), 2015.
  12. Min Lin, Shuo Li, Xuan Luo, Shuicheng Yan. Purine: a bi-graph based deep learning frame-work. In International Conference on Learning Representations (ICLR) workshops, 2015.
  13. Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin. Generalized Singular Value Thresholding. In 29th AAAI Conference on Artificial Intelligence (AAAI), 2015.
  14. Qiang Chen, Rogerio Feris, Junshi Huang, Lisa Brown, Jian Dong, Shuicheng Yan. Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
  15. Hanjiang Lai, Yan Pan, Ye Liu, Shuicheng Yan. Simultaneous Feature Learning and Hash Coding with Deep Neural Networks. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
  16. Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang, Shuicheng Yan. SOLD: Sub-Optimal Low-Rank Decomposition for Efficient Video Segmentation. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
  17. Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Narendra Ahuja, Ming-Hsuan Yang. Structural Sparse Tracking. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
  18. Shaoxin Li, Junliang Xing, Zhiheng Niu, Shiguang Shan, Shuicheng Yan. Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
  19. Si Liu, Xiaodan Liang, Luoqi Liu, Jianchao Yang, Xiaohui Shen, Xiaochun Cao, Changsheng Xu, Shuicheng Yan. Matching-CNN Meets KNN: Quasi-Parametric Human Parsing. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
  20. Bingbing Ni, Xiaokang Yang, Shuicheng Yan, Pierre Moulin. Motion Part Regularization: Improving Action Recognition via Trajectory Group Selection. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.