DocumentCode
2676002
Title
Illumination invariant algorithm for face image based on tricolor attenuation theory
Author
Yang, Dawei ; He, Siyuan ; Tian, Jiandong ; Tang, Yandong
Author_Institution
State Key Lab. of Robot., Shenyang Inst. of Autom., Shenyang, China
fYear
2012
fDate
15-17 July 2012
Firstpage
493
Lastpage
496
Abstract
In the paper, a tricolor attenuation theory is introduced, a new algorithm which transform a color face image into a gray one which is illumination invariant based on the tricolor attenuation theory is proposed. The color face image is segmented into shadow part and non shadow part using tricolor attenuation theory, then computing the change rate between shadow region and non shadow region in each color channel, and structure a operator T with the changed rate. Finally, applying the operator T to the whole face image. The experiments demonstrate the validation of the algorithm.
Keywords
face recognition; image colour analysis; image segmentation; color face image; gray face image; illumination invariant algorithm; image segmentation; tricolor attenuation theory; Attenuation; Face; Face recognition; Image color analysis; Image segmentation; Lighting; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Information Processing (ICICIP), 2012 Third International Conference on
Conference_Location
Dalian
Print_ISBN
978-1-4577-2144-1
Type
conf
DOI
10.1109/ICICIP.2012.6391435
Filename
6391435
Link To Document