A ROBUST EYE LOCALIZATION ALGORITHM FOR FACE RECOGNITION

The accuracy of face alignment affects greatly the performance of a face recognition system. Since the face alignment is usually conducted using eye positions, the algorithm for accurate eye localization is essential for the accurate face recognition. In this paper, an algorithm is proposed for eye...

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Published in:Journal of electronics (China) 2008, Vol.25 (3), p.337-342
Main Authors: Zhang, Wencong, Li, Xin, Yao, Peng, Li, Bin, Zhuang, Zhenquan
Format: Article
Language:English
Subjects:
Electrical Engineering
Engineering
脸部识别技术
计算机技术
识别模式
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cited_by cdi_FETCH-LOGICAL-c2649-d3661c44038d43dbee2d4b78e516e786de3599e0bd717f3ba725d0fd243ebb563
cites cdi_FETCH-LOGICAL-c2649-d3661c44038d43dbee2d4b78e516e786de3599e0bd717f3ba725d0fd243ebb563
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container_issue 3
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container_title Journal of electronics (China)
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creator Zhang, Wencong
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Zhuang, Zhenquan
description The accuracy of face alignment affects greatly the performance of a face recognition system. Since the face alignment is usually conducted using eye positions, the algorithm for accurate eye localization is essential for the accurate face recognition. In this paper, an algorithm is proposed for eye localization. First, the proper AdaBoost detection is adaptively trained to segment the region based on the special gray distribution in the region. After that, a fast radial symmetry operator is used to precisely locate the center of eyes. Experimental results show that the method can accurately locate the eyes, and it is robust to the variations of face poses, illuminations, expressions, and accessories.
doi_str_mv 10.1007/s11767-006-0199-x
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ispartof Journal of electronics (China), 2008, Vol.25 (3), p.337-342
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1993-0615
language eng
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source SpringerLINK Contemporary 1997-Present
subjects Electrical Engineering
Engineering
脸部识别技术
计算机技术
识别模式
title A ROBUST EYE LOCALIZATION ALGORITHM FOR FACE RECOGNITION
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