Cross-pose face recognition based on partial least squares
文献类型：期刊论文
| 作者 | Li, Annan1,2; Shan, Shiguang2; Chen, Xilin2; Gao, Wen2,3 |
| 刊名 | PATTERN RECOGNITION LETTERS
 |
| 出版日期 | 2011-11-01 |
| 卷号 | 32期号:15页码:1948-1955 |
| 关键词 | Face recognition Cross-pose face recognition Partial least squares |
| ISSN号 | 0167-8655 |
| DOI | 10.1016/j.patrec.2011.07.020 |
| 英文摘要 | 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. |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000297885900002 |
| 出版者 | ELSEVIER SCIENCE BV |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/12918]  |
| 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, Grad Univ, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, 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. |
入库方式： OAI收割
来源：计算技术研究所
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