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                周傑 教授

                清華大學研究∏生院    院長

                信息處理研¤究所

                通信地址:北京清華◤大學自動化系  郵政編碼:100084
                Email:jzhou@tsinghua.edu.cn


                展開
                教育背景

                1986年9月至1990年6月 南開大學數提升天雷之眼學試點班學習,獲理學士學位

                1990年9月至1992年6月 南開大學數學系概率論與數理統計專業學習,獲理學碩士【學位

                1992年9月至1995年9月 華中理工大學圖象識別研究所模式識別與卐智能控制專業學習,獲工學博士學位

                 

                工作履歷

                1995年11月至1997年10月 清華大學自也不可能和千仞峰對上動化系 博士後

                1997年11月至1998年7月 清華大學自動化系 講師

                1998年8月至2003年11月 清華大學自動化系 副教授

                2003年12月至今 清華大學自動化系 教授

                2004年8月至今 清華大學自動化系 博士生導師

                 

                學術兼職

                2016年12月至今 IAPR Fellow
                2004年11月至今 IEEE Senior Member
                2004年1月至今 國際刊物《Int. Journal of Robotics & Automation》 (SCI)編委
                2006年5月至2014年12月 《自動化學報 嗡》編委
                2016年12月至今《模式識別與人工智能》副主編
                2013年12月至今 中國自動化學會教育工作委小唯一愣員會主任委員
                2014年12月至今 中國人工智能學會模式識別專青姣啊青姣委會副主任委員
                2014年4月至今 模式識別國家重點實驗室學術委員會委員

                研究領域

                [1] 模式識別
                指紋識別,掌紋識別,人臉識別,機器學習

                [2] 計算機視覺
                視覺監控,仿生雙目視覺,醫學圖像處理,圖像分析與◥檢索

                 

                研究概況

                [1] 模式識別與視覺監控),國家傑出青年科學◣基金項目,2013年1月至2016年12月

                [2] 生物特征識別中的新方法及其應用快去看熱鬧啊去晚了可就沒 國家自然科學基金重大國際(地區)合作研究項目 2011年1月至2014年12月

                獎勵與榮譽

                2012年獲國家傑出青年科學基金

                2012年獲得寶鋼優秀教師獎(清▓華大學共5人獲獎)

                2013年獲得IBM Faculty Award

                2013年獲得《自動化學報》傑出奉獻編委↘獎

                指導的博士生陳芳林獲2013年全國優秀博士論文提名獎

                指導的博士血玉晶龍生代季峰獲2015年中國自動化學會優秀博士論文提名獎

                指導的博士生胡瀚獲2016年中國人工智能學會優秀博士論文

                2011年獲中國電子學會電子信息科學技術獎一等獎(排名第1)

                2011年獲高等學校科學研究優秀成果(自然科深海學類)二等獎(排名第1)

                 

                學術成果

                主要論著
                1. Hao Liu, Jiwen Lu, Jianjiang Feng, and Jie Zhou. Learning Deep Sharable and Structural Detectors for Face Alignment Group-Aware Deep Feature Learning for Facial Age Estimation. IEEE Trans. on Image Processing, to appear

                2. Zhixiang Chen, Jiwen Lu, Jianjiang Feng, and Jie Zhou. Nonlinear Structural Hashing for Scalable Video Search. IEEE Transactions on Circuits and Systems for Video Technology, to appear

                3. Zhixiang Chen, Jiwen Lu, Jianjiang Feng, and Jie Zhou. Nonlinear Discrete Hashing. IEEE Trans. on Multimedia, to appear

                4. Venice Erin Liong, Jiwen Lu, Yap-Pen Tan, and Jie Zhou. Deep Coupled Metric Learning for Cross-modal Matching. IEEE Trans. on Multimedia, to appear

                5. Hao Liu, Jiwen Lu, Jianjiang Feng, and Jie Zhou. Group-Aware Deep Feature Learning for Facial Age Estimation. Pattern Recognition, to appear

                6. Xuanbin Si, Jianjiang Feng, Bo Yuan, and Jie Zhou. Dense Registration of Fingerprints. Pattern Recognition, to appear

                7. Junlin Hu, Jiwen Lu, Yap-Pen Tan, and Jie Zhou. Deep Transfer Metric Learning. IEEE Trans. on Image Processing, vol.25(12), pp.5576-5588, 2016.

                8. Renliang Wen, Jiwen Lu, Yap-Pen Tan, and Jie Zhou. Learning Cascaded Deep Auto-encoder Networks for Face Alignment. IEEE Trans. on Multimedia, vol.18(10), pp.2066-2078, 2016.

                9. Kailin Ge, Han Hu, Jianjiang Feng, and Jie Zhou. Depth Estimation using a Sliding Camera. IEEE Trans. on Image Processing, vol.25(2), pp.726-739, 2016.

                10. Zhenhua Guo, Xingzheng Wang, Jie Zhou, and Jane You. Robust Texture Image Representation by Scale Selective Local Binary Patterns (SSLBP). IEEE Trans. on Image Processing, vol.25(2), pp.687-699, 2016.

                11. Yijing Su, Jianjiang Feng, and Jie Zhou. Fingerprint Indexing with Pose Constraint. Pattern Recognition,  DOI: 10.1016/j.patcog.2016.01.006

                12. Xuanbin Si, Jianjiang Feng, and Jie Zhou, Yuxuan Luo. Detection and Rectification of Distorted Fingerprints. IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.37(3), pp.555-568, 2015

                13. Han Hu, Jianjiang Feng, and Jie Zhou. Exploiting Unsupervised and Supervised Constraints for Subspace Clustering. IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.37(8), pp.1542-1557, 2015

                14. Jiwen Lu, Venice Erin Liong, Xiuzhuang Zhou, and Jie Zhou. Learning Compact Binary Face Descriptor for Face Recognition. IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.37(10), pp.2041-2056, 2015

                15. Jiwen Lu, Venice Erin Liong, and Jie Zhou. Cost-Sensitive Local Binary Feature Learning for Facial Age Estimation. IEEE Trans. on Image Processing, Vol.24(12), pp.5356-5368, 2015

                16. Peng Sun, Mark D. Reid, and Jie Zhou. “An Improved Multiclass LogitBoost Using Adaptive-One-vs-One".  Machine Learning, 2014  DOI: 10.1007/s10994-014-5434-3

                17. Xiangyu Tang, and Jie Zhou. Dynamic Personalized Recommendation using Sparse Data. IEEE Trans. on Knowledge and Data Engineering, vol. 25, no. 12, pp. 2895–2899, 2013.

                18. Fanglin Chen, Xiaolin Huang, and Jie Zhou. Hierarchical Minutiae Matching for Fingerprint and Palmprint Identification. IEEE Trans. on Image Processing, vol. 22, no. 11, pp. 4964–4971, 2013

                19. Zhihao Zhang, and Jie Zhou. Multi-task clustering via domain adaptation. Pattern Recognition, Vol.45(1), pp.465-473, 2012

                20. Heng Su, Liang Tang, Ying Wu, Daniel Tretter, and Jie Zhou. Spatially Adaptive Block-based Super-resolution. IEEE Trans. On Image Processing, Vol.21(3), pp.1031-1045, 2012

                21. Heng Su, Ying Wu, and Jie Zhou. Super-resolution without Dense Flow. Accepted as regular paper by IEEE Trans. On Image Processing, Vol.21(4), pp.1782-1795, 2012

                22. Jifeng Dai, and Jie Zhou. Multi-feature based high-resolution palmprint recognition. IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 33(5), pp.945-957, 2011.

                23. Fanglin Chen, Jianjiang Feng, Anil K. Jain, Jie Zhou, and Jin Zhang. Separating Overlapped Fingerprints. IEEE Trans. on Information Forensic and Security, Vol.6(2), pp.346-359, 2011

                24. Jie Zhou, Han Hu and Dingrui Wan. Video stabilization and completion using two cameras. IEEE Transactions on Circuits and Systems for Video Technology, Vol.21(12), 2011, pp. 1879-1889.

                25. Jie Zhou, Dingrui Wan and Ying Wu. Chameleon-like binocular vision system for visual surveillance. IEEE Signal Processing Magazine, Vol.27(5), pp.91-101, 2010.

                26. Chunyu Yang, Yong Cao, Zaiqing Nie, Jie Zhou, and Jirong Wen. Closing the Loop in Webpage Understanding.  IEEE Trans. on Knowledge and Data Engineering, Vol.22(5), pp. 639-650, 2010

                27. Zhihao Zhang, and Jie Zhou. Transfer estimation of evolving class priors in data stream classification.  Pattern Recognition, Vol.43(9), pp.3151-3161, 2010.

                28. Jie Zhou, Fanglin Chen, and Jinwei Gu, A Novel Algorithm for Detecting Singular Points from Fingerprint Images,  IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 31(7), pp.1239-1251, July, 2009.

                29. Fanglin Chen, Jie Zhou, and Chunyu Yang, Reconstructing orientation field from fingerprint minutiae to improve minutiae matching accuracy, IEEE Trans. On Image Processing, Vol.18(7), pp. 1665-1670, July 2009.

                30. Jie Zhou, Fanglin Chen, Nannan Wu, and Chenyu Wu. Crease Detection from Fingerprint Images and Its Applications in Elderly People. Pattern Recognition Vol.42(5), pp.896–906, May, 2009.

                31. Xi Wang, Chunyu Yang, and Jie Zhou, Clustering Aggregation by Probability Accumulation, Pattern Recognition Vol.42(5), pp.668–675, May, 2009

                32. Dingrui Wan and Jie Zhou. Multi-resolution and wide-scope depth estimation using a dual-PTZ-camera system. IEEE Trans. On Image Processing, Vol.18(3), pp.677-682, 2009

                33. Lin Zhu, Jie Zhou, Jingyan Song, Tracking Multiple Objects Through Occlusion with Online Sampling and Position Estimation, Pattern Recognition  Vol.41(8), pp.2447–2460, Aug. 2008

                34. Chunyu Yang and Jie Zhou. Non-stationary Data Sequence Classification Using Online Class Distribution Estimation. Pattern Recognition  Vol.41(8), pp.2656–2664, Aug. 2008

                35. Dingrui Wan and Jie Zhou. Stereo vision using two PTZ cameras. Computer Vision and Image Understanding. Vol.112, pp.184–194, Nov. 2008

                36. J. Zhou, D. Gao, and D. Zhang, “Robust Moving Vehicle Detection for Automatic Traffic Monitoring”, IEEE Trans. On Vehicular Technology, Vol.56(1), pp.51-59, Jan, 2007

                37. Z. Fan, J. Zhou and Y. Wu, “Multibody Grouping by Inference of Multiple Subspaces from High-Dimensional Data Using Oriented-Frames”,  IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.28(1), pp.91-105, 2006.

                38. D. Wan and J. Zhou, “Fingerprint Recognition Using Model-based Density Map”, IEEE Trans. On Image Processing, Vol.15(6), pp.1690-1696, 2006

                39. J. Gu,  J. Zhou,  and Chunyu Yang, “Fingerprint Recognition by Combining Global Structure and Local Cues”, IEEE Trans. On Image Processing, Vol.15(7), pp. 1952-1964, 2006

                40. C. Yang, and J. Zhou, “A comparative study of combining multiple enrolled samples for fingerprint verification”, Pattern Recognition, Vol.39(11), pp.2115-2130, 2006

                41. J. Zhou, and J. Gu, “A Model-based Method for the Computation of Fingerprints' Orientation Field”, IEEE Trans. On Image Processing, Vol.13(6), June, 2004, pp.821-835

                42. J. Zhou and J. Gu, “Modeling Orientation Field of Fingerprints with Rational Complex Functions”, Pattern Recognition, Vol.37(2), pp. 389-391, 2004

                43. Kevin Lin, Jiwen Lu, Chu-song Chen, and Jie Zhou, Learning Compact Binary Descriptors with Unsupervised Deep Neural Networks, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016)

                44. Lin Ma, Jiwen Lu, Jianjiang Feng, and Jie Zhou, Multiple Feature Fusion via Weighted Entropy for Visual Tracking, 2015 IEEE International Conference on Computer Vision (ICCV 2015)

                45. Lin Ma, Xiaoqin Zhang, Weiming Hu, Junliang Xing, Jiwen Lu, and Jie Zhou, Local Subspace Collaborative Tracking, 2015 IEEE International Conference on Computer Vision (ICCV 2015)

                46. Jiwen Lu, Venice Erin Liong, and Jie Zhou, Simultaneous Binary Feature Learning and Encoding for Face Recognition, 2015 IEEE International Conference on Computer Vision (ICCV 2015)

                47. Jiwen Lu, Gang Wang, Weihong Deng, Pierre Moulin and Jie Zhou, Multi-Manifold Deep Metric Learning for Image Set Classification, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp.1137-1145

                48. Venice Erin Liong, Jiwen Lu, Gang Wang, Pierre Moulin and Jie Zhou, Deep Hashing for Compact Binary Codes Learning, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015) , pp.2475-2483

                49. Han Hu, Zhouchen Lin, Jianjiang Feng, and Jie Zhou. Smooth Representation Clustering. CVPR 2014, pp.3834-3841 (Oral).

                50. Peng Sun, Tong Zhang, and Jie Zhou. "A Convergence Rate Analysis for LogitBoost, MART and Their Variant", in Proceedings of the 31th International Conference on Machine Learning (ICML), 2014

                51. Jifeng Dai, Yingnian Wu, Jie Zhou, Songchun Zhu. Cosegmentation and Cosketch by Unsupervised Learning. in ICCV 2013.

                52. Peng Sun, and Jie Zhou. "Saving Evaluation Time for the Decision Function in Boosting: Representation and Reordering Base Learner", in Proceedings of the 30th International Conference on Machine Learning (ICML), Atlanta, USA, 2013

                53. Peng Sun, Mark Reid, and Jie Zhou. "AOSO-LogitBoost: Adaptive One-Vs-One LogitBoost for Multi-Class Problem", in Proceedings of the 29th International Conference on Machine Learning, pp. 1087-1094, Edinburgh, Scotland, 2012

                54. Han Hu and Jie Zhou. Trajectory Matching from unsynchronized videos. IEEE Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, June 2010.

                55. Quanquan Gu, Jie Zhou, Local Learning Regularized Nonnegative Matrix Factorization, The 21st International Joint Conference on Artificial Intelligence (IJCAI), Pasadena, California, USA,  2009, pp.1046-1051.

                56. Z. Fan, J. Zhou and Y. Wu, “Multibody Motion Segmentation Based on Simulated Annealing”, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 1, pp. 776-781, USA, June 2004.

                57. Z. Fan, J. Zhou and Y. Wu, “Inference of Multiple Subspaces from High -Dimensional Data and Application to Multibody Grouping”, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 661-666, USA, June 2004.

                58. J. Gu and J. Zhou, “A Novel Model for Orientation Field of Fingertips”, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, USA, June 2003, vol 2, pp. 493-498.

                59. C. Wu, J. Zhou, Z. Bian and G. Rong, “Detecting Creases in the Fingerprint”, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, USA, June 2003, vol 2, pp. 505-510.

                60. J. Zhou, etal, “Automatic Cartridge Identification for Firearm authentication”, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Vol.1, USA, Dec 2001, pp749-754

                61. X. Lv, J. Zhou, and C. Zhang.“A Novel Algorithm for Rotated Human Face Detection”, Proceedings of IEEE International Symposium of Computer Vision and Pattern Recognition, Vol.1, USA, June 2000, pp760-765
                 

                開設課程
                數值分析, 本科生

                系統與控制理論中的線性代數, 研究生

                 

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