Highly Accurate and Fast Face Recognition Using Near Infrared Images

CASIA OpenIR > 09年以前成果

	Highly Accurate and Fast Face Recognition Using Near Infrared Images
	Stan Z. Li ; Rufeng Chu ; Meng Ao ; Lun Zhang ; Ran He
发表期刊	ADVANCES IN BIOMETRICS, PROCEEDINGS
	2006
卷号	3832 期号:NA 页码:151-158
文章类型	Article
摘要	In 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.
关键词	Na
WOS标题词	Science & Technology ; Technology
收录类别	SCI ; ISTP
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:000235768300021
引用统计	被引频次：31[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9202
专题	09年以前成果
作者单位	1.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
推荐引用方式 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.