欢迎光临田永鸿教授个人主页

个人简介主要教育经历主要研究工作经历承担的主要科研项目获奖情况学术活动期刊论文图书章节国际会议论文

个人简介

  田永鸿  男,1975年7月生;现任北京大学信息科学技术学院教授,博士生导师。主要研究方向为媒体大数据处理与机器学习。累计主持国家自然科学基金重点/面上/青年项目、863计划等国家级、省部及企业合作项目20余项。迄今为止发表学术论文110余篇,其中包括ACM Computing Surveys、IJCV、IEEE TIP/TCSVT/TMM、ACM TOMMCAP等国际国内期刊论文40余篇,申请国家发明专利50余项,其中已获授权15项。获2010年国家科技进步二等奖(排名第6)和2009年高等学校科技进步一等奖(排名第3);带领团队在2010年和2011年TRECVID近似视频拷贝检测比赛(TRECVID-CCD)中获总体第一,在TRECVID监控视频事件自动检测比赛(TRECVID-SED)中连续四年(2009-2012)成为最佳性能团队之一,在IEEE多摄像机行人检测与跟踪评测(PETS2012)中获第一名,在2008年ImageCLEF图像检索国际比赛中获得WikipediaMM任务第一名。担任国际期刊IEEE Transactions on Multimedia的编委、期刊 《Frontiers of Computer Science in China》青年编委(Young Associate Editor),IEEE多媒体旗舰会议ICME 2015的程序委员会共同主席、IEEE首届多媒体大数据BigMM2015的程序委员会共同主席等。是IEEE高级会员、ACM会员、中国计算机学会会员。

  主讲北京大学信息学院本科生主干基础课《程序设计实习》,参与专业课《数字媒体技术基础》的授课等。

  联系方式:北京大学燕东园24号楼,010-62753817-205,yhtian@pku.edu.cn

主要教育经历

  • 2000.09-2005.06,中国科学院计算技术研究所计算机应用专业,博士
  • 1997.09-2000.07,电子科技大学计算机软件与理论专业,硕士

主要研究工作经历

  • 2013.08-    ,北京大学信息科学技术学院,教授
  • 2007.08-2013.07,北京大学信息科学技术学院,副教授
  • 2011.01-2011.02,澳大利亚迪肯大学信息技术学院,访问学者
  • 2009.11-2010.07,美国明尼苏达大学计算机科学与工程系,访问学者
  • 2006.03-2008.10,北京奥组委技术部,科技奥运项目专家(兼职)
  • 2005.07-2007.07,中国科学院计算技术研究所,助理研究员

承担的主要科研项目

  先后主持或参加十余项国家自然科学基金重点/面上/青年项目、973、863 计划课题及企业合作项目的研究工作。作为负责人承担的主要科研项目如下:

序号

项目号

项目类别

项目名称

起止年月

角色

完成情况

1 61035001 国家自然基金重点项目 基于多摄像头协同的运动对象检测跟踪和异常行为分析 2011.1~2014.12 主持 在研
2 60973055 国家自然基金面上项目 基于学习的视频关注计算及其在互动视频技术中的应用 2010.1~2012.12 主持 已结题
3 60605020 国家自然基金青年科学项目 面向复杂链接关系数据的统计关系模型和关系核方法研究 2007.1~2009.12 主持 结题
特优
4 GAPP-ZDKJ-BQ/15-6 新闻出版DRM重大工程课题 面向数字版权管理的媒体指纹技术研究 2011.3~2014.12 主持 在研
5 LC04-20110425-02 横向(NEC中国研究院) 监控视频中非均衡异常事件检测技术研究 2011.5~2013.10 主持 在研
6 122008 霍英东教育基金高等院校青年教师基金 面向多视视频的显著运动目标关联理论与方法研究 2010.5~2012.12 主持 已结题
7 CADAL 201003003 大学数字图书馆国际合作计划课题 视频内容分析与智能流媒体服务 2010.7~2012.6 主持 已结题
8 2006AA01Z320 863计划探索导向课题 面向IPTV的视频检索关键技术与内容管理系统的实现 2006.12~2008.12 主持 已结题

获奖情况

科技奖励

[1] 2010年国家科学技术进步二等奖(个人排名第6),项目:百万册数字图书馆的多媒体技术和智能服务系统。
[2] 2009年教育部高等学校科学技术进步奖一等奖(个人排名第 3),获奖项目:大规模数字图书与视频资源库建设和智能服务系统。

国际性竞赛获奖

[1] 在2010年和2011年带领团队在TRECVID近似视频拷贝检测比赛(简称TRECVID-CCD)获得总体第一。该比赛由美国标准化技术研究所(NIST)主办,从2008年到2011年共举办4次。参赛队伍来自法国INRIA、美国AT&T实验室、IBM T.J. Watson研究中心等22所国内外一流高校和研究所。以第一性能评价指标Act. NDCR(即虚警率和漏警率的加权,越低越好)计,申请者团队的成绩如下:

  • 2011年:在56种音视频变形情况下,在均衡档获得了34项第一名,而在无虚警档获得了31项第一名。
  • 2010年:在56种音视频变形情况下,在均衡档获得了39项第一名,而在无虚警档获得了52项第一名。

[2]自2009年起连续四年带领团队在TRECVID监控视频事件自动检测比赛(简称TRECVID-SED)获得优异成绩,是所有参赛队伍中成绩最好的队伍之一。该比赛同样由美国标准化技术研究所(NIST)主办,任务是评测大规模机场监控视频数据上的事件检测性能(第一评价指标为Act. NDCR,去除无任何正检的情况,越低越好),其中:

  • 2012年共有CMU-IBM联队、加州大学圣芭芭拉分校、都柏林大学等12只参赛队伍,申请者团队参加全部7项事件自动检测任务,其中3项排第一、2项排第二、2项排第三,是唯一一只所有任务均进入前三名的队伍;
  • 2011年共有CMU、东京工大、日本NHK实验室、加拿大CRIM等9只参赛队伍,申请者团队参加7项事件检测任务中的5项,其中2项排第一、2项排第二;
  • 2010年共有CMU、英国伦敦大学玛丽皇后学院、加拿大西蒙菲莎大学、东京工大、法国INRIA、日本NHK实验室等11只参赛队伍,申请者团队参加7项事件检测任务中的4项,其中2项排第一、1项排第二;
  • 2009年共有CMU、NEC-UIUC联队、加拿大西蒙菲莎大学、东京工大、日本NHK实验室等11只参赛队伍,申请者团队参加10项事件检测任务中的5项,其中4项排第一。

[3]2012年带领团队获得IEEE多摄像机行人检测与跟踪评测(PETS2012)中第一名。参赛队伍包括法国INRIA、瑞士日内瓦大学等5只队伍。申请者团队的算法在单视检测、多视检测与跟踪方面都排名第一,优于其他参赛队。
[4]2008年带领团队获得ImageCLEF图像检索国际比赛中WikipedianMM任务的第一名。参赛队伍包括荷兰CWI、英国帝国理工、瑞士日内瓦大学、法国 CEA、匈牙利科学院等12 只队伍。申请者团队的算法在MAP、P@5、P@10、R-prec等各项性能指标上都排名第一,优于其他参赛队。

学术活动

[1] Young Associate Editor, 2013~, Frontiers of Computer Science in China, Higher Education Press and Springer
[2] Guest Editor, 2012, Special Issue on Social Multimedia Computing: Challenges, Techniques, and Applications, Journal of Multimedia, Academy Publisher
[3] PC Co-chair, 2012/2013 International Workshop on Social Multimedia Computing/ Research, in conjunction with IEEE International Conference on Multimedia & Expo
[4] 担任Mathematical Reviews、IEEE Trans. on Image Processing (TIP)、IEEE Trans. on Circuits and Systems for Video Technology (TCSVT)、IEEE Trans. on Multimedia (TMM)等国际国内刊物的审稿人。
[5] 担任下列国际会议的组委会成员或程序委员会委员

  • 2009, ACM International Conference on Multimedia (MM2009)
  • 2011, IEEE International Workshop on Multimedia Signal Processing (MMSP2011)
  • 2013, IEEE International Symposium on Circuits and Systems (ISCAS 2013)
  • 2010/2013, ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
  • 2011-2012, IEEE International Workshop on Multimedia Signal Processing
  • 2010-2013, Data Mining for Healthcare Management (DMHM) workshop in conjunction with the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
  • 2010-2013, SPIE International Conference on Imaging and Printing in a Web 2.0 World

期刊论文

2014

  • Yonghong Tian, Jia Li, Shui Yu, Tiejun Huang, Learning Complementary Saliency Priors for Foreground Object Segmentation in Complex Scenes, Int’l Journal of Computer Vision, Published online, 15 Jul 2014. 10.1007/s11263-014-0737-1
  • Wen Gao, Yonghong Tian*, Tiejun Huang, Siwei Ma, Xianguo Zhang, IEEE 1857 Standard Empowering Smart Video Surveillance Systems, IEEE Intelligent Systems, Sep.-Oct. 2014. DOI: 10.1109/MIS.2013.101.
  • Xianguo Zhang, Yonghong Tian*, Tiejun Huang, Siwei Dong, Wen Gao, Optimizing the Hierarchical Prediction and Coding in HEVC for Surveillance and Conference Videos with Background Modeling, IEEE Transactions on Image Processing, 23(10), Oct. 2014. 4511-4526. DOI: 10.1109/TIP.2014.2352036
  • Shui Yu, Yonghong Tian*, Song Guo, Dapeng Oliver Wu, Can We Beat DDoS Attacks in Clouds? IEEE Transactions on Parallel and Distributed Systems, 25(9), Sep. 2013, 2245-2254. DOI: 10.1109/TPDS.2013.181.
  • Xianguo Zhang, Tiejun Huang*, Yonghong Tian*, Wen Gao, Background-Modeling Based Adaptive Prediction for Surveillance Video Coding, IEEE Transactions on Image Processing, 23(2), Feb 2014, 769-784. DOI: 10.1109/TIP.2013.2294549.
  • Jia Li, Yonghong Tian*, Tiejun Huang. Visual Saliency with Statistical Priors, Int’l Journal of Computer Vision, Volume 107, Issue 3, May 2014, pp. 239-253. DOI: 10.1007/s11263-013-0678-0.
  • Tiejun Huang, Siwei Dong, Yonghong Tian*, Representing Visual Objects in HEVC Coding Loop, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Volume 4, Issue 1, March 2014, 5-16. DOI: 10.1109/JETCAS.2014.2298274.
  • YongHong Tian, Shui Yu, Chin-Yung Lin, Wen Gao, Wanlei Zhou, Special Issue on Social Multimedia Computing: Challenges, Techniques, and Applications: Guest Editorial, Journal of Multimedia, 9(1), 2014, 1-3.

2013

  • Luntian Mou, Tiejun Huang, Yonghong Tian, Menglin Jiang, Wen Gao, Content-Based Copy Detection through Multimodal Feature Representation and Temporal Pyramid Matching, ACM Trans. Multimedia Comput. Commun. Appl., 10(1), Article 5 (December 2013), 20 pages.
  • Yonghong Tian, Yaowei Wang, Zhipeng Hu, Tiejun Huang, Selective Eigenbackground for Background Modeling and Subtraction in Crowded Scenes, IEEE Transactions on Circuits and Systems for Video Technology. 23(11), 2013, 1849-1864.
  • Yonghong Tian, Tiejun Huang, Menglin Jiang, and Wen Gao, Video Copy Detection and Localization with a Scalable Cascading Framework, IEEE Multimedia, 20(3), Sep. 2013, 72-86.
  • Xianguo Zhang, Tiejun Huang*, Yonghong Tian*, Mingchao Geng, Siwei Ma, Wen Gao, Fast and Efficient Transcoding Based on Low-complexity Background Modeling and Adaptive Block Classification, IEEE Transactions on Multimedia, 15(8), Dec 2013, 1769-1785.
  • Jia Li, Yonghong Tian*, Lingyu Duan and Tiejun Huang, Estimating Visual Saliency through Single Image Optimization, IEEE Signal Processing Letters, 20(9), Sep 2013, 845-848.
  • Tiejun Huang, Yonghong Tian*, Wen Gao, IEEE 1857: Boosting Video Applications in CPSS, IEEE Intelligent Systems, 28(5), 24-27, Sept.-Oct. 2013.
  • Teng Xu, Tiejun Huang,Yonghong Tian, Survey on Pedestrian Detection Technology for On-board Vision Systems, Journal of Image and Graphics, 18(4), 2013, 359-367. [In Chinese]
  • Tiejun Huang, Xianguo Zhang, Yonghong Tian, Siwei Ma, Wen Gao, IEEE 1857 Standard for High Efficiency Surveillance Video Compression and Recognition, Security & Surveillance Electronics,2013.7,22-29. [In Chinese]

2012

  • Jingjing Yang, Yonghong Tian*, Lingyu Duan, Tiejun Huang, Wen Gao. Group-Sensitive Multiple Kernel Learning for Object Recognition, IEEE Transactions on Image Processing, 21(5), May 2012, 2838-2852.
  • Yonghong Tian, Tiejun Huang, Wen Gao, Multimodal Video Copy Detection using Multi-Detectors Fusion, IEEE COMSOC MMTC E-Letter, 7(5), September 2012, 3-6.
  • Zhongfei Zhang, Zhengyou Zhang, Ramesh Jain, Yueting Zhuang, Noshir CONTRACTOR, Alexander G. HAUPTMANN, Alejandro (Alex) JAIMES, Wanqing LI, Alexander C. LOUI, Tao MEI, Nicu SEBE, Yonghong Tian, Vincent S. TSENG, Qing WANG, Changsheng XU, Huimin YU, Shiwen YU, Societally connected multimedia across cultures, Journal of Zhejiang University SCIENCE C, 13(12), 2012, 875-880.(WOS:000312185500001)
  • CHEN Ming-Li, ZHANG Chang-Xin, YANG Shao-Juan, MAO Li-Hua, TIAN Yong-Hong, HUANG Tie-Jun, WU Xi-Hong, GAO Wen, LI Liang, Stereopsis-Based Binocular Unmasking, Advances in Psychological Science, 20(9), 2012, 1355-1363. [In Chinese]
  • Yonghong Tian, Tiejun Huang, Wen Gao, Social Multimedia Compution, Communication of China Computer Federation,8(4),2012,8-13. [In Chinese]

2011

  • Jia Li, Yonghong Tian*, Tiejun Huang, Wen Gao. Multi-Task Rank Learning for Visual Saliency in Video. IEEE Transactions on Circuits and Systems for Video Technology, 21(5), May 2011, 623-636.
  • Tiejun Huang, Yonghong Tian*, Jia Li, Haonan Yu. Salient region detection and segmentation for general object recognition and image understanding, Science in China Information Series, 54(12), Dec. 2011, 2461-2470.

2010

  • Yonghong Tian, Jaideep Srivastava, Tiejun Huang, and Noshir Contractor. Social Multimedia Computing. Computer, 43(8), Aug. 2010, 27-36. (WOS:000280949000008)(Cover Feature形式发表
  • Wen Gao, Yonghong Tian*, Tiejun Huang, Qiang Yang. Vlogging: A Survey of Video Blogging Technology on the Web. ACM Computing Survey, 42(4), Jun. 2010, article 15, 57 pages.
  • Jia Li, Yonghong Tian*, Tiejun Huang and Wen Gao. Probabilistic Multi-Task Learning for Visual Saliency Estimation in Video. Int’l Journal of Computer Vision, 90(2), Aug. 2010, 150-165.
  • Tiejun Huang, Yonghong Tian*, Wen Gao, Jian Lu. Mediaprinting: Identifying Multimedia Content for Digital Rights Management. Computer, 43(12), Dec. 2010, 28-35.
  • Yuanning Li, Yonghong Tian*, Lingyu Duan, Jingjing Yang, Tiejun Huang, Wen Gao. Sequence Multi-Labeling: A Unified Video Annotation Scheme with Spatial and Temporal Context. IEEE Transactions on Multimedia, 12(8), Dec. 2010, 814-828.
  • Jia Li, Yonghong Tian*, Tiejun Huang, Wen Gao. Cost-Sensitive Rank Learning from Positive and Unlabeled Data for Visual Saliency Estimation. IEEE Signal Processing Letters, 17(6), Jun. 2010, 591-594.
  • Jingjing Yang, Yuanning Li, Yonghong Tian*, Lingyu Duan, Wen Gao. Per-Sample Multiple Kernel Approach for Visual Concept Learning. EURASIP Journal on Image and Video Processing, Vol 2010, Article ID 461450, 13 pages.
  • Jia Li, Haonan Yu, Yonghong Tian*, Tiejun Huang. Salient Object Extraction for User-Targeted Video Content Association. Journal of Zhejiang University SCIENCE C, 11(11), Nov. 2010, 850-859.
  • Yali Cao Tiejun Huang, Yonghong Tian. A ranking SVM based results fusion model for cross-media meta-search engine. Journal of Zhejiang University SCIENCE C, 11(11), Nov. 2010, 903-910.

2009

2006

  • Yonghong Tian, Qiang Yang, Tiejun Huang, Charles X. Ling and Wen Gao, Learning contextual dependency network models for link-based classification. IEEE Transactions on Knowledge and Data Engineering, 18(11), Nov 2006, 1482-1496.
  • Yonghong Tian, Tiejun Huang, Wen Gao. Latent Linkage Semantic Kernels for Collective Classification of Link Data. Journal of Intelligent Information Systems, 26(3), May 2006, 269-301.
  • Yonghong Tian. Context-Based Statistical Relational Learning. AI Communications, 19(3), Sep. 2006, 291-293.

2005

  • Yonghong Tian, Tiejun Huang, Wen Gao. Exploiting multi-context analysis in semantic image classification. Journal of Zhejiang University SCIENCE, 6A (11), Nov. 2005, 1268-1283.
  • Tiejun Huang, Yonghong Tian, Chunli Wang, Xiaoddong Shi, Wen Gao. Towards a multilingual, multimedia and multimodal digital library platform. Journal of Zhejiang University SCIENCE, 6A (11), 2005, 1180-1184.

 

2004

  • Yonghong Tian, Tiejun Huang, Wen Gao. Two-phase Web site classification based on Hidden Markov Tree models. Int’l Journal: Web Intelligence and Agent System, 4(2), 2004, 249-264.
  • Yonghong Tian, Tiejun Huang, Wen Gao. A Web Site Representation and Mining Algorithm Using the Multiscale Tree Model. Journal of Software,15(9), Sep 2004.(EI2004488687452)
  • Pingbo Kang, Yonghong Tian, Tiejun Huang, Design and Implementation of Intelligent Internet Robot, Computer Engineering, 2004, 30(4), 88-92. [In Chinese]

2003

  • Yonghong Tian, Tiejun Huang, Wen Gao. The Influence Model of Online Social Interactions and its Learning Algorithms. Chinese Journal of Computers, 28(7), Jul 2003.

2002

  • Yue Wu, Mingtian Zhou, Yonghong Tian. Object-Topic Model and Its Application in Mobile Decision Systems, Computer Science, 29(5), 2002. [In Chinese]

2001

  • Yue Wu, Yonghong Tian, WanLei Zhou. The Development of a Mobile Decision Support System. Journal of Interconnection Network, Special Issue on Network-based Parallel Computing, 2(3), Sep. 2001, 379-390.

 

图书章节

2012

  • Shui Yu, Simon James, Yonghong Tian and Wanchun Dou, Reliable Aggregation on Network Traffic for Web Based Knowledge Discovery, Book Chapter in Reliable Knowledge Discovery, Springer, 149-159, 2012.

2011

  • Wen Gao, Yonghong Tian, Lingyu Duan, Jia Li, and Yuanning Li, Video Scene Analysis: A Machine Learning Perspective, Book Chapter in Video Segmentation and Its Applications, , Springer, 87-116, 2011.

2010

  • Yonghong Tian, Shuqiang Jiang, Tiejun Huang, Wen Gao. Semantic Image Classification and Annotation. Book Chapter in Semantic Mining Technologies for Multimedia Databases (Edited by Tao, Xu, and Li), IGI Global, 2009, 384-412.
  • Shuqiang Jiang, Yonghong Tian, Qingming Huang, Tiejun Huang, Wen Gao. Content-Based Video Semantic Analysis. Book Chapter in Semantic Mining Technologies for Multimedia Databases (Edited by Tao, Xu, and Li), IGI Global, 2009, 234-258.

 

国际会议论文

2014

  • Zhengying Chen, Tingting Jiang, Yonghong Tian*, Quality Assessment for Comparing Image Enhancement Algorithms, Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2014.
  • Hongye Liu, Taiyin Zhao, Yaowei Wang, Yonghong Tian*, A Refined Object Detection Method Based on HTM, Proc. 2014 IEEE Int’l Conf. Visual Communication and Image Processing, Nov 2014.
  • Lan Wei, Yonghong Tian*, Yaowei Wang, Tiejun Huang, Multi-view Gait Recognition with Incompelete Training Data, Proc. 2014 IEEE Int’l Conf. Multimedia and Expo, Chengdu, China, 2014.
  • Long Zhao, Yonghong Tian*, Tiejun Huang, Background-Foreground Division based Search for Motion Estimation in Surveillance Video Coding, Proc. 2014 IEEE Int’l Conf. Multimedia and Expo, Chengdu, China, 2014.
  • Mengren Qian, Luntian Mou, Jia Li, and Yonghong Tian*. Video Picture-in-Picture Detection using Spatio-Temporal Slicing. Proc. ICME’2014 Workshop on Emerg. Multimedia Sys. and Appl., Chengdu, China, 2014.

2013

  • Peiyin Xing, Yonghong Tian*, Tiejun Huang, Wen Gao, Surveillance Video Coding with Quadtree Partition Based ROI Extraction, Proc. 30th Picture Coding Symposium, Dec 8-11, 2013, San Jose, California, 1-4.
  • Peiyin Xing, Yonghong Tian*, Xianguo Zhang, Yaowei Wang, Tiejun Huang, A Coding Unit Classification Based AVC-to-HEVC Transcoding with Background Modeling for Surveillance Videos, Proc. 2013 IEEE Int’l Conf. Visual Communication and Image Processing, Kuching, Malaysia, Nov 2013.
  • Jiaqiu Chen, Yaowei Wang, Yonghong Tian, Tiejun Huang, Wavelet Based Smoke Detection Method with RGB Constrast-Image and Shape Constraint, Proc. 2013 IEEE Int’l Conf. Visual Communication and Image Processing, Kuching, Malaysia, Nov 2013.
  • Haocheng Wen, Yonghong Tian*, Tiejun Huang, Wen Gao, Single Underwater Image Enhancement with an Improved Optical Model, Proc. IEEE Int’l Symposium on Circuits and Systems (ISCAS), 2013, 753-756.
  • Chaoran Gu, Luantian Mou, Yonghong Tian*, Tiejun Huang, MPLBoost-based Mixture Model for Effective Human Detection with Deformable Part Model, Proc. 2013 IEEE Int’l Conf. Multimedia and Expo, San Jose, CA, USA, 2013, 1-6.
  • Xiaoyu Fang, Yonghong Tian*, Yaowei Wang, Chi Su, Teng Xu, Ziwei Xia, Peixi Peng, Wen Gao, Pair-wise Event Detection using Cubic Features and Sequence Discriminant Learning, Proc. 2013 IEEE Int’l Conf. Multimedia and Expo, San Jose, CA, USA, 2013, 1-6.
  • Long Zhao, Xianguo Zhang, Yonghong Tian, Ronggang Wang, Tiejun Huang, A Background Proportion Adaptive Lagrange Multiple Selection Method for Surveillance Video on High Efficient Video Coding (HEVC), Proc. 2013 IEEE Int’l Conf. Multimedia and Expo, San Jose, CA, USA, 2013, 1-6.
  • Xiaoyu Fang, Ziwei Xia, Chi Su, Teng Xu, Yonghong Tian*, Yaowei Wang, Tiejun Huang, A System based on Sequence Learning for Event Detection in Surveillance Video, Proc. 2013 IEEE Int’l Conf. Image Processing, Melbourne, Australia, 2013, 3587-3591.
  • Xianguo Zhang, Tiejun Huang, Yonghong Tian, Wen Gao, Overview of the IEEE 1857 Surveillance Groups, Proc. 2013 IEEE Int’l Conf. Image Processing, Melbourne, Australia, 2013, 1505-1509.
  • Xianguo Zhang, Tiejun Huang, Yonghong Tian, Wen Gao, Hierarchical-and-Adaptive Bit-allocation with Selective Background Prediction for High Efficiency Video Coding (HEVC), Proc. 2013 Data Compression Conference, 535.
  • Lingxi Lu, Yonghong Tian, Tiejun Huang, Xihong Wu, Wen Gao, Liang Li, Imagery of a Face Enhances Event-Related Potentials to Ambiguous Visual Stimuli, Proc. Association for Research in Vision and Ophthalmology (ARVO) Annual Meeting, May 2013

2012

  • Peixi Peng, Yonghong Tian*, Yaowei Wang, Tiejun Huang, Multi-camera Pedestrian Detection with a Multi-view Bayesian Network Model, Proc. 2012 British Machine Vision Conf., paper 69, pp. 1-12, Guildford, UK, 2012.
  • Teng Xu, Peixi Peng, Xiaoyu Fang, Chi Su, Yaowei Wang*, Yonghong Tian*, Wei Zeng, Tiejun Huang, Single and Multiple View Detection, Tracking and Video Analysis in Crowded Environments, Proc. 2012 IEEE Ninth Int’l Conf. Advanced Video and Signal-Based Surveillance, pp. 494-499, Beijing, China, Sep 2012.(EI20124515644337)
  • Wei Chen, Xianguo Zhang, Yonghong Tian, Tiejun Huang, An Efficient Surveillance Coding Method Based on a Timely and Bit-saving Background Updating Model, Proc. 2012 IEEE Int’l Conf. Visual Communication and Image Processing, San Jose, Nov 2012.
  • Xianguo Zhang, Yonghong Tian, Tiejun Huang, Wen Gao, Low-complexity and High-efficiency Background Modeling for Surveillance Video Coding, Proc. 2012 IEEE Int’l Conf. Visual Communication and Image Processing, San Jose, Nov 2012, 1-6.
  • Ziwei Xia, Xiaoyu Fang, Yaowei Wang, Wei Zeng, Hongming Zhang, Yonghong Tian*, PKU-NEC @ TRECVid 2012 SED: Uneven-Sequence Based Event Detection in Surveillance Video, Online Proc. TRECvid Workshop, Nov. 2012.
  • Lan Wei, Yonghong Tian*, Yaowei Wang, Touradj Ebrahimi, Tiejun Huang, Automatic Webcam-based Human Heart Rate Measurements Using Laplacian Eigenmap, Proc. 11th Asian Conf. Computer Vision, Daejeon, Korean, Nov, 2012, 281-292.
  • Shumin Han, Xianguo Zhang, Yonghong Tian, Tiejun Huang, An Efficient Background Reconstruction Based Coding Method for Surveillance Videos Captured By Moving Camera, Proc. 2012 IEEE Ninth Int’l Conf. Advanced Video and Signal-Based Surveillance, Beijing, China, Sep 18 2012, 160-165.
  • Mingchao Geng, Xianguo Zhang, Yonghong Tian*, Luhong Liang, Tiejun Huang, A Fast and Performance-Maintained Transcoding Method Based on Background Modeling for Surveillance Video, Proc. 2012 IEEE Int’l Conf. Multimedia and Expo, pp. 61-67, Melbourne, Australia, Jul 2012.
  • Xianguo Zhang, Yonghong Tian*, Luhong Liang, Tiejun Huang, Wen Gao, Macro-Block-Level Selective Background Difference Coding for Surveillance  Video, Proc. 2012 IEEE Int’l Conf. Multimedia and Expo, pp. 1067-1072, Melbourne, Australia, Jul 2012.
  • Menglin Jiang, Yonghong Tian*, Tiejun Huang, Video Copy Detection Using a Soft Cascade of Multimodal Features, Proc. 2012 IEEE Int’l Conf. Multimedia and Expo, Melbourne, Australia, 374-379, 2012.
  • Luntian Mou, Xilin Chen, Yonghong Tian, Tiejun Huang. Robust and Disrimnative Image Authentication Based on Standard Model Feature, Proc. 2012 IEEE Int’l Symposium on Circuit & System, Seoul, Korea, 1131-1134, 2012.

2011

  • Yonghong Tian, Menglin Jiang, Luntian Mou, Xiaoyu Fang, Tiejun Huang. A Multimodal Video Copy Detection Approach with Sequential Pyramid Matching, Proc. IEEE Int’l Conf. Image Processing (ICIP 2011), Brussels, Belgium, Sep. 2011, 3690-3693.
  • Yonghong Tian, Tiejun Huang, Wen Gao. iULib: where UDL and Wikipedia could meet? Proc. SPIE, Imaging and Printing in a Web 2.0 World II. Vol. 7879, 2011,78790G-78790G-9.
  • Zhipeng Hu, Yaowei Wang, Yonghong Tian, Tiejun Huang. Selective Eigenbackgrounds Method For Background Subtraction In Crowded Scenes, Proc. IEEE Int’l Conf. Image Processing (ICIP 2011), Brussels, Belgium, Sep. 2011, 3338-3341.
  • Amogh Mahapatra, Xin Wan, Yonghong Tian, and Jaideep Srivastava. Augmenting Image Processing with Social Tag Mining for Landmark Recognition. Proc. 17th Int’l Multimedia Modeling Conf., MMM 2011, Jan 5-6, 2011, Taiwan, China, 273-283.
  • Luntian Mou, Tiejun Huang, Yonghong Tian, Shiguo Lian, Xilin Chen. Robust and Discriminative Image Authentication Based on Sparse Coding. Proc. 7th IEEE Int’l Workshop Digital Rights Management Impact on Consumer Communications in conjunction with 2011 IEEE Consumer Communications and Networking Conf., Las Vegas, NV, USA, 2011, 323-326.
  • Menglin Jiang, Shu Fang, Yonghong Tian*, Tiejun Huang, Wen Gao. PKU-IDM @ TRECVID 2011 CBCD: Content-Based Copy Detection with Cascade of Multimodal Features and Temporal Pyramid Matching. Online Proc. 2011 TRECVID Workshop, Gaithersburg, MD, USA, Dec 5-8, 2011.
  • Xiaoyu Fang, Hongming Zhang, Chi Su, Teng Xu, Feng Wang, Shaopeng Tang, Ziwei Xia, Peixi Peng, Guoyi Liu, Yaowei Wang, Wei Zeng, Yonghong Tian*. PKU-NEC @ TRECVID 2011 SED: Sequence-Based Event Detection in Surveillance Video. Online Proc. 2011 TRECVID Workshop, Gaithersburg, MD, USA, Dec 5-8, 2011.

2010

  • Yuanning Li, Yonghong Tian, Wen Gao. Video Retargeting with Multi-scale Trajectory Optimization. Proc. 11th ACM SIGMM Int’l Conf. Multimedia Information Retrieval, Philadelphia, Pennsylvania, USA, 2010, 45-54.
  • Haonan Yu, Jia Li, Yonghong Tian, Tiejun Huang. Automatic interesting object extraction from images using complementary saliency maps. Proc. ACM Multimedia 2010, 891-894.
  • Guochen Jia, Yonghong Tian, Yaowei Wang, Tiejun Huang, Min Wang. Dynamic multi-cue tracking with detection responses association. Proc. ACM Multimedia 2010, 1171-1174.
  • Min Wang, Jia Li, Tiejun Huang, Yonghong Tian, Lingyu Duan, Guochen Jia. Saliency detection based on 2D log-gabor wavelets and center bias. Proc. ACM Multimedia 2010, 979-982.
  • Kaihua Jiang, Zhipeng Hu, Zhongwei Chen, Guochen Jia, Ten Xu, Qiong Hu, Guangcheng Zhang, Yaowei Wang, Lei Qin, Yonghong Tian*, Xihong Wu, Wen Gao. PKU@TRECVID2010: Pair-Wise Event Detection in Surveillance Video. Online Proc. TRECVID 2010 Workshop, Gaithesburg, MD, 2010.
  • Yuanning Li, Luntian Mou, Chi Su, Xiaoyu Fang, Mengren Qian, Menglin Jiang, Yaowei Wang, Yonghong Tian*, Tiejun Huang, Wen Gao. PKU@TRECVID2010: Copy Detection with Visual-Audio Feature Fusion and Sequential Pyramid Matching. Online Proc. TRECVID 2010 Workshop, Gaithesburg, MD, 2010.

2009

  • Jingjing Yang, Yuanning Li, Yonghong Tian, Ningyu Duan, Wen Gao. Group-Sensitive Multiple Kernel Learning for Object Categorization. Proc. 12th IEEE Int’l Conf. Computer Vision, Kyoto, Japan, 2009, 436 - 443.
  • Yaowei Wang, Yonghong Tian, Lingyu Duan, Zhipeng Hu, and Guochen Jia. ESUR: A SYSTEM FOR EVENTS DETECTION IN SURVEILLANCE VIDEO. Proc. 17th IEEE Int’l Conf. Image Processing, Hongkong, China, 2009, 2317-2320.
  • Jingjing Yang, Yuanning Li, Yonghong Tian, Ningyu Duan, Wen Gao. Multiple Kernel Active Learning for Image Classification. Proc. IEEE Int’l Conf. Multimedia and Expo, Hilton Cancun, Cancun, Mexico, 2009, 550-553.
  • Jia Li, Yonghong Tian, Tiejun Huang, Wen Gao. A Dataset and Evaluation Methodology for Visual Saliency in Video. Proc. IEEE Int’l Conf. Multimedia and Expo, Hilton Cancun, Cancun, Mexico, 2009, 442-445.
  • Jingjing Yang, Yuanning Li, Yonghong Tian, Lingyu Duan, Wen Gao. A New Multiple Kernel Approach for Visual Concept Learning, Proc. 15th Int’l Multimedia Modeling Conf., MMM 2009, LNCS 5371, Sophia-Antipolis, France, 2009, 250-262.
  • Rong Yang, Yonghong Tian, Tiejun Huang. DCT-Based Videoprinting on Saliency-Consistent Regions for Detecting Video Copies with Text Insertion. Proc. 10th Pacific Rim Conf. Multimedia, LNCS 5876, 2009, 797-806.
  • Zhi Zhou, Yonghong Tian, Yuanning Li, Tiejun Huang, Wen Gao. Large-Scale Cross-Media Retrieval of WikipediaMM Images with Textual and Visual Query Expansion. Evaluating Systems for Multilingual and Multimodal Information Access - Revised Selected Papers of 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, LNCS 5706, 2009, 763-770.
  • Zhipeng Hu, Guangnan Ye, Guochen Jia, Xibin Chen, Qiong Hu, Kaihua Jiang, Yaowei Wang, Lei Qing, Yonghong Tian, Xihong Wu, Wen Gao. PKU@TRECVID2009: Single-Actor and Pair-Activity Event Detection in Surveillance Video, Online Proc. TRECVID 2009 Workshop, Gaithesburg, MD, 2009.

2008

  • Jia Li, Yonghong Tian, Tiejun Huang, Wen Gao. Multi-polarity text segmentation using graph theory. Proc. 16th IEEE Int’l Conf. Image Processing, San Diego, CA, 2008, 3008-3011.
  • Jia Li, Yonghong Tian, Wen Gao. Exploring inter-frame correlation analysis and wavelet-domain modeling for real-time caption detection in streaming video. Proc. SPIE 6822, Visual Communication and Image Processing, (VCIP2008), San Jose, CA, USA. 2008, 68220F-1-12.
  • Ting Liu, Weiqiang Wang, Yonghong Tian, Tiejun Huang. Exploring the relationships of regions for visual content understanding. Proc. SPIE 6822, Visual Communication and Image Processing, (VCIP2008), San Jose, CA, USA. 2008, 6822G-1-8.
  • Zhi Zhou, Yonghong Tian, Yuanning Li, Tiejun Huang, Wen Gao. PKU at ImageCLEF 2008: Experiments with Query Extension Techniques for Text-Based and Content-Based Image Retrieval. Online Proc. ImageCLEF 2008, 2008.

 

2007

  • Ting Liu, Yonghong Tian, and Wen Gao. A Two-Phase Spectral Bigraph Co-Clustering Approach for the Who Rated What Task in KDD Cup 2007. Proc. ACM KDDCup.07, San Jose, CA, Aug. 2007, 63-68.
  • Chong Huang, Yonghong Tian, Zhi Zhou, Tiejun Huang. Towards Multi-granularity Multi-facet E-book Retrieval. Proc. 16th Int'l World Wide Web Conf. (WWW2007), Banff, Alberta, Canada, May 2007, 1331-1332.

2006

  • Yonghong Tian, Tiejun Huang, Wen Gao. Robust Collective Classification with Contextual Dependency Network Models. Proc. 2nd Int’l Conf. Advanced Data Mining and Applications (ADMA), Aug. 2006, Xi’an, China, LNAI, Springer, 2006, 173-180.
  • Kai Song, Yonghong Tian, Tiejun Huang, and Wen Gao. Diversifying the Image Retrieval Results. Proc. ACM Multimedia 2006, Santa Barbara, CA, Oct. 2006, 707-710.
  • Chong Huang, Yonghong Tian, Tiejun Huang, Charles X. Ling, and Zhi Zhou. Extracting Keyphrase using Semantic Network Analysis. Proc.2006 IEEE Int’l Conf. Data Mining, Dec. 2006, 275-284.、
  • Chong Huang, Yonghong Tian, Tiejun Huang, and Wen Gao. Semantic Scoring Based on Small-World Phenomenon for Feature Selection in Text Mining. Proc. 2nd Int’l Conf. Advanced Data Mining and Applications, LNAI, Springer, Xi’an, China, Aug. 2006, 636-643.
  • Kai Song, Yonghong Tian, and Tiejun Huang. Improving the Image Retrieval Results via Topic Coverage Map. Proc. 2006 Pacific-Rim Conf. Multimedia, LNCS, Hangzhou, P.R. China: Springer, Nov.2006, 194-201.

2005

  • Pingbo Kang, Yonghong Tian, Tiejun Huang, The Design and Implementation of Digital Library Resource Management System Based on Topic Map, Proc. 1st Int’l Conf. Universal Digital Library (ICUDL2005), Hangzhou, China, 2005, 9-14.

2004

  • Yonghong Tian, Wen Gao, Tie-Jun Huang. Context-Based Classification for Link Data. Proc. Int’l Conf. Web-Based Learning, Beijing, China, LNCS 3143, Springer, Aug. 2004, 233-240.

2003

  • Yonghong Tian, Tiejun Huang, Wen Gao, Jun Cheng, PingBo Kang, Two-Phase Web Site Classification Based on Hidden Markov Tree Models. Proc. IEEE/WIC Int’l Conf. Web Intelligence (WIC 2003), Halifax, Canada, Oct. 2003, 227- 234.
  • Yonghong Tian, Tiejun Huang, Wen Gao, A Web Site Mining Algorithm Using the Multiscale Tree Representation Model. Proc. WEBKDD'03 Workshop in conjunction with ACM KDD 2003 Conf., Washington DC, U.S.A, Aug, 2003, 83-92.
  • Yonghong Tian, Zheng Mei, Tiejun Huang, Wen Gao, Incremental Learning for Interaction Dynamics with the Influence Model. Proc. LINKKDD'03 Workshop in conjunction with ACM KDD 2003 Conf., Washington DC, U.S.A, Aug, 2003.

2002

  • Yonghong Tian, Tiejun Huang, Wen Gao, Quantitatively Evaluating the Influence of Online Social Interactions in the Digital Library. Proc. IEEE/ACM Joint Conf. Digital Library, Portland, USA, Jul. 2002, 409.

2001

Yonghong Tian, Tiejun Huang, Wen Gao, Algorithms of Integrated student modeling in online virtual educational community. Proc. 2011 Int’l Conf. Infor-Tech & Info-Net, 2001, 214-219.

 

Last Updated: 12/10/2014