Baseline evaluations on the CAS-PEAL-R1 face database

	Baseline evaluations on the CAS-PEAL-R1 face database
	Cao, B ; Shan, SG ; Zhang, XH ; Gao, W
	2004
发表期刊	ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
ISSN	0302-9743
卷号	3338 页码:370-378
摘要	In this paper, three baseline face recognition algorithms are evaluated on the CAS-PEAL-R1 face database which is publicly released from a large-scale Chinese face database: CAS-PEAL. The main objectives of the baseline evaluations are to 1) elementarily assess the difficulty of the database for face recognition algorithms, 2) provide an example evaluation protocol on the database, and 3) identify the strengths and weakness of some popular algorithms. Particular description of the datasets used in the evaluations and the underlying philosophy are given. The three baseline algorithms evaluated are Principle Components Analysis (PCA), a combined Principle Component Analysis and Linear Discriminant Analysis (PCA+LDA), and PCA+LDA algorithm based on Gabor features (G PCA+LDA). Four face image preprocessing methods are also tested to emphasize the influences of the preprocessing methods on the performances of face recognition algorithms.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号	WOS:000226133000040
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：11[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/2XEOYT63/13923
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Cao, B
作者单位	1.Chinese Acad Sci, ICT, ISVISION, Joint Res & Dev Lab Face Recognit, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Grad Sch, Beijing 100864, Peoples R China
推荐引用方式 GB/T 7714	Cao, B,Shan, SG,Zhang, XH,et al. Baseline evaluations on the CAS-PEAL-R1 face database[J]. ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2004,3338:370-378.
APA	Cao, B,Shan, SG,Zhang, XH,&Gao, W.(2004).Baseline evaluations on the CAS-PEAL-R1 face database.ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,3338,370-378.
MLA	Cao, B,et al."Baseline evaluations on the CAS-PEAL-R1 face database".ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 3338(2004):370-378.