《人体检测博士论文.ppt

LPP,UDP and Their Relationship 讲解人: 谢术富 相关文章 LPP Xiaofei He, Partha Niyogi, “Locality Preserving Projections”, NIPS 2003. Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, and Hong-Jiang Zhang, Fellow, IEEE, “Face Recognition Using Laplacianfaces”, IEEE TPAMI 27(3), 2005. UDP Jian Yang, David Zhang, Senior Member, IEEE, Jing-yu Yang, and Ben Niu, “Globally Maximizing, Locally Minimizing: Unsupervised Discriminant Projection with Applications to Face and Palm Biometrics”, IEEE TPAMI 29(4), 2007. Relationship Weihong Deng, Jiani Hu, Jun Guo, Honggang Zhang, and Chuang Zhang, Comments on “Globally Maximizing, Locally Minimizing: Unsupervised Discriminant Projection with Application to Face and Palm Biometrics”, IEEE TPAMI 2008. Outline Locality Preserving Projection (LPP) Unsupervised Discriminant Projection (UDP) Comments on LPP and UDP Face Recognition Using Laplacianfaces PCA LDA Locality Preserving Projection(LPP) Statistical view of LPP Theoretical analysis of LPP, PCA and LDA Manifold ways or Visual Analysis Experimental Results 作者的相关信息 He Xiaofei—第一作者 Professor of computer science, Zhejiang University, China 简历 2000, Zhejiang University, China, BS. 2005, University of Chicago, PhD. 2005~2007, Yahoo Research Labs, research scientist. 2007~Now, Zhejiang University, Professor. 研究方向 Locality Preserving Projections (LPP) and Manifold Learning Information Retrieval Web Search and Mining Face Representation and Recognition 论文著作 Journal: 11, Conference: 35. He Xiaofei et al., “Face Recognition Using Laplacianfaces”, IEEE TPAMI 2005 27(3),引用次数: 222. 个人主页: /~xiaofei/ 作者的相关信息 Yan ShuiCheng—第二作者 I am currently Assistant Professor (助理教授) at Department of Electrical and Computer Engineering, National University of Singapore. 简历 1999, Applied Mathematics Department, School of Mathematical Sciences, Peking University, BS. 2004, Applied Mathematics Department, School of Mathematical Sciences, Peking University, Ph.D. 研究方向 Activity and event detection in images and vid