DocumentCode
456565
Title
A New Algorithm of Face Recognition with Illumination Variation
Author
Lifang, Wu ; Xiaoqing, Zhao ; Xiaoguang, He ; Ling, Tu ; Jie, Tian
Author_Institution
Sch. of Electron. Inf. & Control Eng., Beijing Univ. of Technol.
Volume
1
fYear
2006
fDate
Aug. 30 2006-Sept. 1 2006
Firstpage
18
Lastpage
21
Abstract
In this paper, an algorithm is proposed to recognize faces with illumination variation. First the reflectance at every point is estimated by symmetry on face from two images in different known illumination. Then face images in different illumination are generated by the reflectance. Finally, face recognition is implemented by comparing the similarity between test image and generated images. Experimental results from Yale face database B confirm the efficiency of our algorithm
Keywords
estimation theory; face recognition; lighting; reflectivity; Yale face database; face recognition; illumination variation; reflectance estimation; Biometrics; Control engineering; Face recognition; Helium; Image generation; Information security; Light sources; Lighting; Reflectivity; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovative Computing, Information and Control, 2006. ICICIC '06. First International Conference on
Conference_Location
Beijing
Print_ISBN
0-7695-2616-0
Type
conf
DOI
10.1109/ICICIC.2006.12
Filename
1691731
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