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基本信息

姓名:陈峰
院系:自动化系
职称:教授
办公地址:清华大学中央主楼721
办公电话:010-62797145-19
电子邮箱:chenfeng@mail.tsinghua.edu.cn

教育经历

1996/11 – 2000/4,清华大学,自动化,博士,导师:徐文立
1994/6 – 1996/6,圣彼得堡国立技术大学,自动控制,硕士
1989/11 – 1994/5,圣彼得堡国立技术大学,自动控制,学士

工作经历
2000 – 2003:清华大学自动化系,讲师
2003 – 2011:清华大学自动化系,副教授
2009/2月 – 2009/9:美国Carnegie Mellon大学(CMU),访问学者
2011 至今:清华大学自动化系,教授

研究方向

类脑计算、概率图模型、计算机视觉、视频分析、嵌入式系统

获得荣誉

“大规模智能视频监控新技术及应用”,2013年北京市科学技术奖二等奖,排名第一
“立体视频获取与重建技术及装置”,2011年教育部技术发明一等奖,排名第三,
“视频监控实时行为分析关键技术及应用”,2010年中国电子学会电子信息科学与技术三等奖,排名第一
“基于网络融合的流媒体服务新技术”,2008 年度国家科学技术发明奖二等奖,排名第二

代表性论文

1. Zhaofei Yu; Feng Chen; Jianwu Dong; Qionghai Dai. Sampling-based Causal Inference in Cue Combination and its Neural Implementation \[J\]. Neurocomputing, 2015, SCI, IF:2.083
2. Chen, Feng; Cheng, Qiang; Dong, Jianwu; Yu, Zhaofei; Wang, Guojun; Xu, Wenli, Efficient approximate linear programming for factored MDPs, International Journal of Approximate Reasoning, 63, pp 101-121, 2015, SCI, IF: 2.072/5Y
3. Chen, Feng; Wang, Qing; Wang, Song; Zhang, Weidong; Xu, Wenli, Object Tracking via Appearance Modeling and Sparse Representation, Image and Vision Computing, 29(11), pp 787-796, 2011,SCI, IF: 2.095/5Y
4. Wang, Qing; Chen, Feng; Xu, Wenli; Yang, Ming-Hsuan,Object Tracking via Partial Least Squares Analysis,IEEE Transactions on Image Processing, 21(10), pp 4454-4465, 2012, SCI, IF: 3.925/5Y
5. Wang, Qing; Chen, Feng; Yang, Jimei; Xu, Wenli; Yang, Ming-Hsuan,Transferring Visual Prior for Online Object Tracking,IEEE Transactions on Image Processing, 21(7), pp 3296-3305, 2012, SCI, IF: 3.925/5Y
6. Wang, Qing; Chen, Feng; Xu, Wenli; Yang, Ming-Hsuan,Object Tracking With Joint Optimization of Representation and Classification, IEEE Transactions on Circuits and Systems for Video Technology, 25(4), pp 638-650, 2015, SCI, IF: 2.546 /5Y
7. Dong, Jianwu; Liu, Tian; Chen, Feng; Zhou, Dong; Dimov, Alexey; Raj, Ashish; Cheng, Qiang; Spincemaille, Pascal; Wang, Yi, Simultaneous Phase Unwrapping and Removal of Chemical Shift (SPURS) Using Graph Cuts: Application in Quantitative Susceptibility Mapping, IEEE Transactions on Medical Imaging, 34(2), pp 531-540,2015, SCI, IF: 4.575/5Y
8. Chen, Feng; Cheng, Qiang; Liu, Hong; Xu, Wenli; Wang, Song,A New Inference Framework for Dependency Networks,Communications in Statistics – Theory and Methods, 42(1), pp 56-75, 2013, SCI, IF: 0.274
9. Feng, Dingcheng; Chen, Feng; Xu, Wenli,Supervised Feature Subset Selection with Ordinal Optimization,Knowledge-Based Systems, 56(1), pp 123-140, 2014, SCI, IF: 2.92/5Y
10. Cheng, Qiang; Liu, Qiang; Chen, Feng; Alex, Ihler,Variational Planning for Factored MDPs,27th Annual Conference on Neural Information Processing Systems (NIPS)2013
11. Bian, Liheng; Suo, Jinli; Chen, Feng; Dai, Qionghai, Multi-frame denoising of high speed optical coherence tomography data using inter-frame and intra-frame priors, Journal of Biomedical Optics, 20(3), 036006, 2015, SCI, IF: 2.945/5Y
12. Wang, Qing; Chen, Feng; Xu, Wenli,Tracking by Third-Order Tensor Representation,IEEE Transactions on Systems, Man, and Cybernetics – Part B: Cybernetics, 41(2), pp 385-396, 2011,SCI, IF: 3.469
13. Cheng, Qiang; Chen, Feng; Dong, Jianwu; Xu, Wenli,Energy Distribution View for Monotonic Dual Decmposition,International Journal of Approximate Reasoning, 9(54), pp 415-434, 2013, SCI, IF: 2.072/5Y
14. Bian, Liheng; Suo, Jinli; Zheng, Guoan; Guo, Kaikai; Chen, Feng; Dai, Qionghai, Fourier ptychographic reconstruction using Wirtinger flow optimization, Optics Express, 23, pp 4856-4866, 2015, SCI, IF: 3.533/5Y
15. Dong, Jianwu; Chen, Feng; Cheng, Qiang; Wang, Song,A New Criterion for Choosing Planar Subproblems in MAP-MRF Inference,Neurocomputing, 1(120), pp 453-460, 2013, SCI, IF: 2.102/5Y
16. Cheng, Qiang; Chen, Feng; Dong, Jianwu; Xu, Wenli; Ihler, Alexander, Approximating the Sum Operation for Marginal-MAP Inference. AAAI 2012


• 2017年2月19日编辑

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