DocumentCode
1715735
Title
Illumination compensation method for face image based on improved gamma correction
Author
Lv Zhuowen ; Wang Kejun ; Zou Guofeng ; Yuan Lei
Author_Institution
Coll. of Autom., Harbin Eng. Univ., Harbin, China
fYear
2013
Firstpage
3733
Lastpage
3737
Abstract
In order to reduce the influence of illumination variation on the result of face detection and recognition, it is necessary to compensate illumination of face images. In this paper, Gamma correction method was applied to compensate illumination. What´s more, Gamma curve was improved through constructing nonlinear function, which made the adaptive ability of the Gamma correction better in the illumination compensation. The experimental results show that the proposed method can improve face images quality in uneven illumination conditions and reduce the distortion of images.
Keywords
face recognition; gamma distribution; face detection; face image quality; face recognition; gamma correction; gamma curve; illumination compensation; illumination variation; image distortion; nonlinear function; Abstracts; Automation; Educational institutions; Electronic mail; Face; Image enhancement; Lighting; Gamma correction; Gamma curve; face image; illumination compensation;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2013 32nd Chinese
Conference_Location
Xi´an
Type
conf
Filename
6640069
Link To Document