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张天柱


办公室地址:科技实验楼西楼1202


Email: tzzhang@ustc.edu.cn



个人主页:https://scholar.google.com/citations?user=9sCGe-gAAAAJ&hl=zh-CN

教育背景:2006年本科毕业于北京理工大学电子工程系,2011年于中国科学院自动化研究所获博士学位。


工作经历:博士毕业后,曾先后于美国伊利诺伊大学香槟分校新加坡高等研究院、阿卜杜拉国王科技大学和中国科学院自动化研究所从事科研工作。


研究方向:模式识别,计算机视觉,机器学习,多媒体计算,人工智能


科研成果:在国内外学术期刊和会议上发表论文80余篇,包括TPAMITIPIJCVCVPRICCVACM/IEEE汇刊和中国计算机学会(CCFA类会议论文54篇(近543篇)。SCI他引1589次,第一作者单篇最高SCI他引422次,3篇论文入选ESI高被引。论文谷歌学术引用4100余次,第一作者论文单篇谷歌学术最高引用640余次。获China MM 2017最佳论文奖和CCF-A类会议ACM MM 2016最佳论文奖。参加目标跟踪国际竞赛,2次获得第1名。获中科院院长优秀奖,中科院优博,中科院青促会,中国电子学会自然科学一等奖。担任IEEETCSVT编委、Neurocomputing编委、KSII TIIS编委、CVIU客座编委,担任CCF-A类会议ICCV 2019领域主席、ACMMM 2019领域主席、ICPR 2018领域主席、WACV 2018领域主席、MVA 2017领域主席、ICIMCS 2015出版主席等。长期担任多个国际知名学术期刊和国际会议审稿人,并荣获MMSJ Best Reviewer AwardsECCV 2016 Outstanding Reviewer AwardsCVPR 2018 Outstanding Reviewer Awards


招生需求:招收计算机、自动化、电子工程、数学等专业的优秀本科生。同时常年招收本校本科生参与课题组科研,不限专业。由于名额限制,请尽早联系。


部分代表性论文

[1]     Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang, Learning Multi-task Correlation Particle Filters for Visual Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 41(2): 365-378, 2019.

[2]     Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang, Robust Structural Sparse Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 41(2): 473-486, 2019.

[3]     Tianzhu ZhangSi LiuNarendra AhujaMing-Hsuan YangBernard Ghanem: Robust Visual Tracking Via Consistent Low-Rank Sparse Learning. International Journal of Computer Vision (IJCV) 111(2): 171-190 (2015).

[4]     Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja:Robust Visual Tracking via Structured Multi-Task Sparse Learning. International Journal of Computer Vision (IJCV) 101(2): 367-383 (2013).

[5]     Tianzhu Zhang, Si Liu, Changsheng Xu, Bin Liu, Ming-Hsuan Yang, Correlation Particle Filter for Visual Tracking, IEEE Transactions on Image Processing (TIP), 27(6): 2676-2687,2018.

[6]     Tianzhu ZhangBernard GhanemSi Liu, Changsheng Xu, Narendra Ahuja: Robust Visual Tracking via Exclusive Context Modeling. IEEE Transactions on Cybernetics (TCYB) 46(1): 51-63(2016).

[7]     TianzhuZhangJing LiuSi LiuChangsheng Xu, Hanqing Lu: Boosted Exemplar Learning for Action Recognition and Annotation.  IEEE Transactions on Circuits and Systems forVideo Technology (TCSVT) 21(7): 853-866 (2011).

[8]     TianzhuZhang, Changsheng Xu, Guangyu ZhuSi LiuHanqing Lu: A Generic Framework for Video Annotation via Semi-Supervised Learning. IEEE Transactions on Multimedia (TMM) 14(4): 1206-1219 (2012).

[9]     Tianzhu Zhang, Changsheng Xu. Cross-Domain Multi-Event Tracking via CO-PMHT. ACM Transactions on Multimedia Computing,Communications and Application (TOMM) 10(4): 31:1-31:19, 2014.

[10] Tianzhu ZhangSi Liu, Changsheng Xu, Hanqing Lu: Mining Semantic Context Information for Intelligent Video Surveillance of Traffic Scenes. IEEE Transactions on Industrial Informatics (TII) 9(1): 149-160(2013).

[11] Tianzhu Zhang,Changsheng Xu, Ming-Hsuan Yang, Multi-task Correlation Particle Filter for RobustObject Tracking, CVPR 2017: 4819-4827.

[12] Tianzhu ZhangAdel BibiBernard Ghanem: In Defense of Sparse Tracking: Circulant Sparse Tracker. CVPR 2016: 3880-3888.

[13] Tianzhu ZhangSi LiuChangsheng XuShuicheng YanBernard GhanemNarendra AhujaMing-Hsuan Yang: Structural Sparse Tracking. CVPR 2015: 150-158.

[14] Tianzhu ZhangKui JiaChangsheng XuYi Ma, Narendra Ahuja: Partial Occlusion Handling for Visual Tracking via Robust Part Matching. CVPR 2014: 1258-1265.

[15] Tianzhu ZhangBernard GhanemSi Liu, Changsheng Xu, Narendra Ahuja: Low-Rank Sparse Coding for Image Classification. ICCV 2013: 281-288.

[16] Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja: Robust Visual Tracking via Multi-task Sparse Learning. CVPR 2012: 2042-2049.

[17] Tianzhu ZhangBernard GhanemSi LiuNarendra Ahuja: Low-Rank Sparse Learning for Robust Visual Tracking. ECCV (6) 2012: 470-484.

[18] Tianzhu Zhang, Hanqing Lu, Stan Z. Li: Learning Semantic Scene Models by Object Classification and Trajectory Clustering. CVPR 2009: 1940-1947.

[19] Tianzhu Zhang, Changsheng Xu, Guangyu Zhu, Si Liu, Hanqing Lu: A Generic Framework for Event Detection in Various Video Domains. ACMMultimedia 2010: 103-112.

[20] Junyu Gao, Tianzhu Zhang, Changsheng Xu, SMART: Joint Sampling and Regression for Visual Tracking IEEE Transactions on Image Processing (TIP), 2019.

[21] Xinhong Ma, Tianzhu ZhangChangsheng Xu: Deep Multi-Modality Adversarial Networks for Unsupervised Domain Adaptation. IEEE Transactions on Multimedia (TMM), 2019

[22] Junyu Gao, Tianzhu Zhang, Changsheng Xu: Graph Convolutional Tracking. CVPR 2019.

[23] Xinhong Ma, Tianzhu Zhang, Changsheng Xu: GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation. CVPR 2019.

[24] Feifei Zhang, Tianzhu Zhang, Qirong Mao, Changsheng Xu: Joint Pose and Expression Modeling for Facial Expression Recognition. CVPR 2018: 3359-3368.

[25] Adel Bibi, Tianzhu Zhang, Bernard Ghanem: 3D Part-Based Sparse Tracker with Automatic Synchronization and Registration. CVPR 2016:1439-1448.

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