田永鸿

副教授

2005年 获得 工学博士学位(中国科学院计算技术研究所)

办公地址:北京大学理科2号楼2641室

联系电话:62753644 E-mail: yhtian AT pku DOT edu DOT cn

Webpage: http://idm.pku.edu.cn/staff/tianyonghong.aspx

主要研究领域

机器学习与模式识别,媒体分析、检索、互动与保护

代表性学术论著

  • Wen Gao, Yonghong Tian*, Tiejun Huang, Qiang Yang. Vlogging: A Survey of Video Blogging Technology on the Web. ACM Computing Survey, 2(4), Jun. 2010. (* is the corresponding author and executive author)
  • Yonghong Tian, Jaideep Srivastava, Tiejun Huang, and Noshir Contractor. Social Multimedia Computing. Computer, 43(8), Aug. 2010, 27-36.
  • Tiejun Huang, Yonghong Tian*, Wen Gao, Jian Lu. Mediaprinting: Identifying Multimedia Content for Digital Rights Management. Computer, Dec 2010.
  • Jia Li, Yonghong Tian*, Tiejun Huang and Wen Gao. Probabilistic Multi-Task Learning for Visual Saliency Estimation in Video. International Journal of Computer Vision, 90(2), Aug. 2010, 150-165.
  • 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 transaction on Multimedia, Oct. 2010.
  • 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.
  • 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), 2006, 291-293.
  • Yonghong Tian, Tiejun Huang, Wen Gao. Two-phase Web site classification based on Hidden Markov Tree models. International Journal: Web Intelligence and Agent System, 4(2), 2004, 249-264.

主要科研项目

  • 国家自然科学基金重点项目(负责人),基于多摄像头协同的运动对象检测跟踪和异常行为分析,2011-2014
  • 国家自然科学基金面上项目(负责人),基于学习的视频关注计算及其在互动视频技术中的应用, 2010-2012
  • 新闻出版重大科技工程项目数字版权保护技术研发工程(负责人),面向数字版权管理的媒体指纹技术研究, 2011-2013
  • 国家自然科学基金青年基金项目(负责人),面向复杂链接关系数据的健壮统计关系模型和关系核方法研究, 2007-2009
  • 国家高技术研究发展计划(863)项目(负责人),面向IPTV的视频检索关键技术与内容管理系统的实现, 2006-2008

主要学术任职

  • 中国科学院教育信息化专家,2009-
  • IEEE Senior Member, 2010-