Cross-pose face recognition based on partial least squares

doi:10.1016/j.patrec.2011.07.020

	Cross-pose face recognition based on partial least squares
	Li, Annan 1,2; Shan, Shiguang 1; Chen, Xilin 1; Gao, Wen 1,3
	2011-11-01
发表期刊	PATTERN RECOGNITION LETTERS
ISSN	0167-8655
卷号	32 期号:15 页码:1948-1955
摘要	The pose problem is one of the bottlenecks for face recognition. In this paper we propose a novel cross-pose face recognition method based on partial least squares (PLS). By training on the coupled face images of the same identities and across two different poses, PLS maximizes the squares of the intra-individual correlations. Therefore, it leads to improvements in recognizing faces across pose differences. The experimental results demonstrate the effectiveness of the proposed method. (C) 2011 Elsevier B.V. All rights reserved.
关键词	Face recognition Cross-pose face recognition Partial least squares
DOI	10.1016/j.patrec.2011.07.020
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000297885900002
出版者	ELSEVIER SCIENCE BV
引用统计	被引频次：34[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/12919
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Li, Annan
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Grad Univ, Beijing 100190, Peoples R China 3.Peking Univ, Inst Digital Media, Beijing 100871, Peoples R China
推荐引用方式 GB/T 7714	Li, Annan,Shan, Shiguang,Chen, Xilin,et al. Cross-pose face recognition based on partial least squares[J]. PATTERN RECOGNITION LETTERS,2011,32(15):1948-1955.
APA	Li, Annan,Shan, Shiguang,Chen, Xilin,&Gao, Wen.(2011).Cross-pose face recognition based on partial least squares.PATTERN RECOGNITION LETTERS,32(15),1948-1955.
MLA	Li, Annan,et al."Cross-pose face recognition based on partial least squares".PATTERN RECOGNITION LETTERS 32.15(2011):1948-1955.