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Robust Face Recognition by Fusion Local Singular Value Feature and Deformable Model

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成果类型:
期刊论文、会议论文
作者:
Liao Haibin*;Chen Qinghu;Wang Hongyong;Zhao Qianqian
通讯作者:
Liao Haibin
作者机构:
[Chen Qinghu; Liao Haibin] Wuhan Univ, Sch Elect Informat, Wuhan 430079, Peoples R China.
[Wang Hongyong] Henan Univ Technol, Sch Informat Sci & Engn, Zhengzhou 450001, Peoples R China.
[Zhao Qianqian] Huazhong Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Peoples R China.
通讯机构:
[Liao Haibin] W
Wuhan Univ, Sch Elect Informat, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Face Recognition;Singular Value Decomposition;Deformable Model;Sparse Representation
期刊:
Proceedings of the 29th Chinese Control Conference, CCC'10
ISSN:
2161-2927
年:
2010
页码:
2694-2699
会议名称:
The 29th Chinese Control Conference(第二十九届中国控制会议)
会议论文集名称:
The 29th Chinese Control Conference(第二十九届中国控制会议)论文集
会议时间:
2010-07-29
会议地点:
北京
会议主办单位:
[Liao Haibin;Chen Qinghu] Wuhan Univ, Sch Elect Informat, Wuhan 430079, Peoples R China.^[Wang Hongyong] Henan Univ Technol, Sch Informat Sci & Engn, Zhengzhou 450001, Peoples R China.^[Zhao Qianqian] Huazhong Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Peoples R China.
会议赞助商:
中国自动化学会
主编:
Chen, J
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-7-89463-104-6
基金类别:
Hubei Province Nature Science Foundation [2006AA301B44]; Henan Province Nature Science Foundation [092102210398]
机构署名:
本校为其他机构
院系归属:
国家数字化学习工程技术研究中心
摘要:
Presently, face recognition has two main barriers, which are the variation of illumination, expression, pose and the occlusion and disguise respectively. The problem of robust identification human faces with varying expression and illumination, as well as occlusion and disguise will be researched in this paper. Firstly, singular value decomposition will be used for the face image, casting the singular value vector of test face image as a linear combination of the singular value vectors of face database and used deformable model representation; then, match optimization deformable model for solv...

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