DocumentCode :
2200534
Title :
Illumination Compensation for Face Image Using Retinex Method Based on Bilateral Filtering
Author :
Yang, Dawei ; Tang, Yandong
fYear :
2010
fDate :
1-3 Nov. 2010
Firstpage :
92
Lastpage :
95
Abstract :
Illumination variation is one of the critical factors affecting face recognition rate. In the paper, we propose a novel Retinex method based on bilateral filtering to compensate the illumination for face image. The proposed method estimates the illumination using the bilateral filtering, and applies the Retinex theory to obtain the reflectance image which is illumination invariant. The experimental results validate the performance of the method.
Keywords :
face recognition; filtering theory; lighting; bilateral filtering; face image; face recognition rate; illumination compensation; illumination variation; retinex method; Bilateral filtering; Face image; Illumination compensation; Retinex method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Networks and Intelligent Systems (ICINIS), 2010 3rd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-8548-2
Electronic_ISBN :
978-0-7695-4249-2
Type :
conf
DOI :
10.1109/ICINIS.2010.38
Filename :
5693687
Link To Document :
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