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沈 斌（SHEN Bin） |
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地址：Pinterest-ATG, USA 电话：+1 650 861 1551 邮箱：stanshenbin@gmail.com |
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计算机视觉，机器学习，推荐系统等。 |
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和身份 |
2007.3 —— 2007.7：本科生(毕设) 2007.8 —— 2009.7：硕士生 |
/ 研究方向 |
“基于粒子滤波的运动目标跟踪算法的研究”（学士学位论文） “稀疏表示在图像处理中的应用”（硕士学位论文） |
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Shen B, Zhang Y-J.“Subsequence-wise Approach for Online Tracking.”Auto-Identification and Ubiquitous Computing Applications: RFID and Smart Technologies for Information Convergence. Information Science Reference, Chapter IX (157-166), 2009. Shen B, Hu W, Zhang Y M, Zhang Y-J.“Image Inpainting via Sparse Representation.” Proceedings of 34th International Conference on Acoustic, Speech, and Signal Processing, 697-700, 2009. Shen B, Zhang Y-J. “Foreground Segmentation via Sparse Representation.” Proceedings of International Conference on Systems, Man, and Cybernetics, 3363-3367, 2009. Li X, Shen B, Liu B D, Zhang Y-J. “Ranking-Preserving Low-Rank Factorization for Image Annotation with Missing Labels.” IEEE Transactions on Multimedia, 20(5): 1169-1178, 2018. Li X, Shen B, Liu B D, Zhang Y-J. “A Locality Sensitive Low-Rank Model for Image Tag Completion.” IEEE Transactions on Multimedia, 18(3): 474-483, 2016. Liu B D, Wang Y X, Shen B, Li X, Zhang Y-J, Wang Y J. “Blockwise Coordinate Descent Schemes for Efficient and Effective Dictionary Learning”. Neurocomputing, 178: 25-35, 2016. Li X, Zhang Y-J, Shen B, Liu B D. “Low-rank Image Tag Completion with Dual Reconstruction Structure Preserved.” Neurocomputing, 173: 425-433, 2016. Zheng Y, Shen B, Yang, XF, MA WL, LIU BD, Zhang Y-J. "A Locality Preserving Approach for Kernel PCA". Proceedings of the 8th International Conference on Image and Graphics (LNCS 9217), 121-135, 2015. Liu B D, Wang Y X, Shen B, Zhang Y-J, Hebert M. “Self-Explanatory Sparse Representation for Image Classification”. ECCV, Part II, LNCS 8690: 600–616, 2014. Liu B D, Wang Y X, Shen B, Zhang Y-J, Wang Y J. “Blockwise Coordinate Descent Schemes for Sparse Representation”. Proceedings of the 39th International Conference on Acoustics, Speech, and Signal Processing, 5304-5308, 2014. Liu B D, Wang Y X, Shen B, Zhang Y-J, Wang Y L, Liu W F. “Self-explanatory Convex Sparse Representation for Image classification”. Proceedings of International Conference on Systems, Man, and Cybernetics, 2120-2125, 2013. Liu B D, Wang Y X, Zhang Y-J, Shen B. “Learning dictionary on manifolds for image classification.” Pattern Recognition, 46(7): 1879-1890, 2013. Cheng Z D, Shen B, Fan X, Zhang Y-J. “Automatic Coefficient Selection in Weighted Maximum Margin Criterion.” Proceedings of 19th IAPR International Conference on Pattern Recognition, WeAT9.18 (1-4), 2008. 专著作者之一: 章毓晋等. 《基于子空间的人脸识别》. 北京: 清华大学出版社, 2009. |
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2014.12获美国普渡大学博士学位。 |
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