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Author:

He, Xiao-Guang (He, Xiao-Guang.) | Tian, Jie (Tian, Jie.) | Wu, Li-Fang (Wu, Li-Fang.) (Scholars:毋立芳) | Zhang, Yao-Yao (Zhang, Yao-Yao.) | Yang, Xin (Yang, Xin.)

Indexed by:

EI Scopus PKU CSCD

Abstract:

Face recognition under complex illumination conditions is still an open question. To cope with the problem, this paper proposes an effective illumination normalization method. The proposed method employs morphology and quotient image techniques by analyzing the face illumination, and it is upgraded with dynamical lighting estimation technique to strengthen illumination compensation and feature enhancement. Compared with traditional approaches, this method doesn't need any training data and any assumption on the light conditions, moreover, the enrollment requires only one image for each subject. The proposed methods are evaluated on Yale Face database B and receive a very competitive recognition rate with low computational cost.

Keyword:

Database systems Face recognition Light Image processing Mathematical morphology

Author Community:

  • [ 1 ] [He, Xiao-Guang]Key Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Acad. of Sci., Beijing 100080, China
  • [ 2 ] [Tian, Jie]Key Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Acad. of Sci., Beijing 100080, China
  • [ 3 ] [Wu, Li-Fang]School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100080, China
  • [ 4 ] [Zhang, Yao-Yao]Key Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Acad. of Sci., Beijing 100080, China
  • [ 5 ] [Yang, Xin]Key Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Acad. of Sci., Beijing 100080, China

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Source :

Journal of Software

ISSN: 1000-9825

Year: 2007

Issue: 9

Volume: 18

Page: 2318-2325

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 16

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

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