DocumentCode
2066660
Title
Fast face detection system using the GA-based threshold method
Author
Mitsukura, Y. ; Fukumi, M. ; Akamatsu, N.
Author_Institution
Fac. of Eng., Tokushima Univ., Japan
fYear
2001
fDate
18-21 Nov. 2001
Firstpage
183
Lastpage
187
Abstract
Threshold selection in multi-value images is performed based on their color information. When the threshold in an image is fixed it lacks versatility for the others. Because the color information varies under the influence of light conditions. In this paper, a genetic algorithm (GA) is used to select the most likely values of lips and skin colors in a light condition. It is possible to extract objects from the multi-value image only with the color information. In this paper, the objects of extraction are chosen to be the human lips and skin colors.
Keywords
face recognition; feature extraction; genetic algorithms; image colour analysis; GA-based threshold method; color information; fast face detection system; genetic algorithm; light condition; light conditions; multi-value images; objects extraction; Australia; Brightness; Color; Data mining; Face detection; Genetics; Humans; Lips; Shape; Skin;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Information Systems Conference, The Seventh Australian and New Zealand 2001
Print_ISBN
1-74052-061-0
Type
conf
DOI
10.1109/ANZIIS.2001.974073
Filename
974073
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