DocumentCode
3499850
Title
A near-infrared image based face recognition system
Author
Li, Stan Z. ; Zhang, Lun ; Liao, ShengCai ; Zhu, XiangXin ; Chu, Rufeng ; Ao, Meng ; He, Ran
Author_Institution
Inst. of Autom., Chinese Acad. of Sci., Beijing
fYear
2006
fDate
2-6 April 2006
Firstpage
455
Lastpage
460
Abstract
In this paper, we present a near infrared (NIR) image based face recognition system. Firstly, we describe a design of NIR image capture device which minimizes influence of environmental lighting on face images. Both face and facial feature localization and face recognition are performed using local features with AdaBoost learning. An evaluation in real-world user scenario shows that the system achieves excellent accuracy, speed and usability
Keywords
face recognition; feature extraction; infrared imaging; AdaBoost learning; NIR image capture device; face images; face recognition system; facial feature localization; near-infrared image; Face detection; Face recognition; Facial features; Image recognition; Infrared detectors; Infrared imaging; Infrared sensors; Lighting; Performance analysis; Temperature sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Automatic Face and Gesture Recognition, 2006. FGR 2006. 7th International Conference on
Conference_Location
Southampton
Print_ISBN
0-7695-2503-2
Type
conf
DOI
10.1109/FGR.2006.13
Filename
1613061
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