Our Publications

Journal Papers

  • 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.

  • 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.

  • Zhao Zhang, Shuicheng Yan, Mingbo Zhao. Pairwise Sparsity Preserving Embedding for Unsupervised Subspace Learning and Classification. In IEEE Transactions on Image Processing (TIP), 2013.

  • 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.

  • Zilei Wang, Jiashi Feng, Shuicheng Yan, Hongsheng Xi. Image Classification via Object-aware Holistic Superpixel Selection. In IEEE Transactions on Image Processing (TIP), 2013.

  • 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.

  • 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

  • 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.

  • Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan. Correlation Adaptive Subspace Segmentation by Trace Lasso. In International Conference on Computer Vision (ICCV), 2013.

  • 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.

  • Wei Xia, Csaba Domokos, Jian Dong, Loong Fah Cheong, Shuicheng Yan. Semantic Segmentation without Annotating Segments. In International Conference on Computer Vision (ICCV), 2013.

  • 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.

  • 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.

  • 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.

  • Jiashi Feng, Huan Xu, Shuicheng Yan. Stochastic Optimization for Robust PCA. In Neural Information Processing Systems (NeurIPS), 2013.

  • Jiashi Feng, Huan Xu, Shie Mannor, Shuicheng Yan. Online PCA for Big Contaminated Data. In Neural Information Processing Systems (NeurIPS), 2013.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • Yue Lin, Rong Jin, Deng Cai, Shuicheng Yan, Xuelong Li. Compressed Hashing. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.

  • 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.

  • 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.

  • 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.