Representative Publications
The following is a list of representative publications authored/coauthored
by our group members. You can access the full list here .
Copyright Disclaimer: Copyright of any paper on this page is held by the authors and/or the journals/conferences in which the paper is published. You may obtain one copy of the paper for non-commercial, scholarly research only.
Copyright Disclaimer: Copyright of any paper on this page is held by the authors and/or the journals/conferences in which the paper is published. You may obtain one copy of the paper for non-commercial, scholarly research only.
2010
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Bin Cheng, Jianchao Yang, Shuicheng Yan, Yun Fu, and Thomas Huang. Learning with L1-Graph for Image Analysis. Accepted by IEEE Transactions on Image Processing (TIP), 2010.
- Hairong Liu and Shuicheng Yan. Common Visual Pattern
Discovery via Spatially Coherent Correspondences. In CVPR'10
(Oral).
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Xinqi Chu, Shuicheng Yan, Liyuan Li, Kap Luk Chan, Thomas Huang.
Spatialized Epitome and Its Applications. In CVPR'10.
- Yadong Mu, Jialie Shen, and Shuicheng Yan.
Weakly-Supervised Hashing in Kernel Space. In CVPR'10.
2009
- S. Yan, H. Wang, J. Liu, X. Tang, and T. Huang.
Misalignment-Robust Face Recognition. In IEEE Transactions
on Image Processing (TIP), 2009, accepted.
- D. Xu, S. Yan, S. Lin, T. Huang, and S. Chang.
Enhancing Bilinear Subspace Learning by Element Rearrangement. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 31(10):1913-1920, 2009.
- J. Sun, X. Wu, S. Yan, L. Cheong, T. Chua, and J. Li.
Hierarchical Spatio-Temporal Context Modeling for Action Recognition. In CVPR'09 (ORAL).
- B. Ni, S. Yan, and A. Kassim.
Recognizing Human Group Activities by Localized Causalities. In CVPR'09.
- X. Liu, B. Cheng, S. Yan, J. Tang, T. Chua, and H. Jin. Label to Region by Bi-Layer Sparsity Priors. In ACM MM'09 (ORAL).
- B. Ni, Z. Song, and S. Yan. Web Image Mining towards Universal Age Estimator. In ACM MM'09 (ORAL).
- X. Liu, S. Yan, J. Yan, and H. Jin. Unified Solution to Nonnegative Data Factorization Problems. In ICDM’09 (Regular Paper).
- B. Bao, T. Li, and S. Yan. Hidden-Concept Driven Image
Decomposition Towards Semi-Supervised Multi-Label Image
Annotation. In International Conference on Internet Multimedia
Computing and Service, 2009. [Best Paper Award]
2008
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Y. Fu, S. Yan, and T. Huang. Correlation Metric for Generalized Feature Extraction. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 30(12):2229-2235, 2008.
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B. Ni, S. Yan, L. Cheong, and A. Kassim. Learning by Propagability. In ICDM'08 (ORAL).
[Best Student Paper Award from PREMIA]
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S. Yan, X. Zhou, M. Liu, J. Mark, and T. Huang. Regression from Patch-kernel. In CVPR'08.
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J. Yang, S. Yan, Y. Fu, X. Li, and T. Huang. Non-Negative Graph Embedding . In CVPR'08 (ORAL).
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Y. Zhou, S. Yan, and T. Huang. Pair-Activity Classification by Bi-Trajectory Analysis. In CVPR'08.
Before 2008
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S. Yan, D. Xu, B. Zhang, H. Zhang, Q. Yang, and S. Lin. Graph Embedding and Extension: A General Framework for Dimensionality Reduction. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 29(1):40-51, 2007.
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X. He, S. Yan, Y. Hu, P. Niyogi, and H. Zhang. Face Recognition using Laplacianfaces. In IEEE Transactions on Pattern Analysis and Machine Intelligence
(TPAMI), 27(3):328-340, 2005.
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H. Wang, S. Yan, D. Xu, X. Tang, and T. Huang. Trace Ratio vs. Ratio Trace for Dimensionality Reduction. In CVPR'07.
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D. Jiang, Y. Hu, S. Yan, L. Zhang, H. Zhang, and W. Gao. Efficient 3D Reconstruction for Face Recognition. In Pattern Recognition, 38(6):787-798, 2005.
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S. Yan, D. Xu, Q. Yang, L. Zhang, X. Tang, and H. Zhang. Discriminant Analysis with Tensor Representation. In CVPR'05.
- S. Yan, M. Li, H. Zhang, and Q. Cheng. Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework. In Proceeding of the 9th International Conference on Computer Vision, France, Nice, ICCV'03.