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Highly Accurate and Fast Face Recognition Using Near Infrared Images
Stan Z. Li; Rufeng Chu; Meng Ao; Lun Zhang; Ran He
Source PublicationADVANCES IN BIOMETRICS, PROCEEDINGS
2006
Volume3832Issue:NAPages:151-158
SubtypeArticle
AbstractIn this paper, we present a highly accurate, realtime face recognition system for cooperative user applications. The novelties are: (1) a novel design of camera hardware, and (2) a learning based procedure for effective face and eye detection and recognition with the resulting imagery. The hardware minimizes environmental lighting and delivers face images with frontal lighting. This avoids many problems in subsequent face processing to a great extent. The face detection and recognition algorithms are based on a local feature representation. Statistical learning is applied to learn most effective features and classifiers for building face detection and recognition engines. The novel imaging system and the detection and recognition engines are integrated into a powerful face recognition system. Evaluated in real-world user scenario, a condition that is harder than a technology evaluation such as Face Recognition Vendor Tests (FRVT), the system has demonstrated excellent accuracy, speed and usability.
KeywordNa
WOS HeadingsScience & Technology ; Technology
Indexed BySCI ; ISTP
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS IDWOS:000235768300021
Citation statistics
Cited Times:11[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9202
Collection09年以前成果
Affiliation1.Chinese Acad Sci, Ctr Biometr & Secur Res, Beijing 100080, Peoples R China
2.Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Stan Z. Li,Rufeng Chu,Meng Ao,et al. Highly Accurate and Fast Face Recognition Using Near Infrared Images[J]. ADVANCES IN BIOMETRICS, PROCEEDINGS,2006,3832(NA):151-158.
APA Stan Z. Li,Rufeng Chu,Meng Ao,Lun Zhang,&Ran He.(2006).Highly Accurate and Fast Face Recognition Using Near Infrared Images.ADVANCES IN BIOMETRICS, PROCEEDINGS,3832(NA),151-158.
MLA Stan Z. Li,et al."Highly Accurate and Fast Face Recognition Using Near Infrared Images".ADVANCES IN BIOMETRICS, PROCEEDINGS 3832.NA(2006):151-158.
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