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