Our Publications

Journal Papers

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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

  • 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.

  • Jianshu Li, Chao Xiong, Luoqi Liu, Xiangbo Shu, Shuicheng Yan. Deep Face Beautification. In ACM International Conference on Multimedia (ACM MM), 2015: 793-794.

  • 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.

  • 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.

  • 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.

  • 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.

  • Zhenzhen Wang, Xiao-Tong Yuan, Qingshan Liu, Shuicheng Yan. Additive Nearest Neighbor Feature Maps. In International Conference on Computer Vision (ICCV), 2015.

  • Xiangbo Shu, Jinhui Tang, Hanjiang Lai, Luoqi Liu, Shuicheng Yan. Personalized Age Progression with Aging Dictionary. In International Conference on Computer Vision (ICCV), 2015.

  • 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.

  • Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin. Generalized Singular Value Thresholding. In 29th AAAI Conference on Artificial Intelligence (AAAI), 2015.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.