Component-based cascade linear discriminant analysis for face recognition

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	Component-based cascade linear discriminant analysis for face recognition
	Zhang, WC ; Shan, SG ; Gao, W ; Chang, YZ ; Cao, B
刊名	ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
	2004
卷号	3338 页码:288-295
ISSN号	0302-9743
英文摘要	This paper presents a novel face recognition method based on cascade Linear Discriminant Analysis (LDA) of the component-based face representation. In the proposed method, a face image is represented as four components with overlap at the neighboring area rather than a whole face patch. Firstly, LDA is conducted on the principal components of each component individually to extract component discriminant features. Then, these features are further concatenated to undergo another LDA to extract the final face descriptor, which actually have assigned different weights to different component features. Our experiments on the FERET face database have illustrated the effectiveness of the proposed method compared with the traditional Fisherface method both for face recognition and verification.
WOS研究方向	Computer Science
语种	英语
出版者	SPRINGER-VERLAG BERLIN
WOS记录号	WOS:000226133000031
内容类型	期刊论文
源URL	[http://119.78.100.204/handle/2XEOYT63/13811]
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhang, WC
作者单位	1.Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China 2.CAS, ICT, ISVISION, Joint R&D Lab Face Recognit, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Zhang, WC,Shan, SG,Gao, W,et al. Component-based cascade linear discriminant analysis for face recognition[J]. ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2004,3338:288-295.
APA	Zhang, WC,Shan, SG,Gao, W,Chang, YZ,&Cao, B.(2004).Component-based cascade linear discriminant analysis for face recognition.ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,3338,288-295.
MLA	Zhang, WC,et al."Component-based cascade linear discriminant analysis for face recognition".ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 3338(2004):288-295.