DocumentCode
426985
Title
Adult content Web filtering and face detection using data-mining based kin-color model
Author
Hammami, Mohamed ; Tsishkou, Dnihy ; Chen, Liming
Author_Institution
LIRIS, Ecole Centrale de Lyon, Ecully, France
Volume
1
fYear
2004
fDate
30-30 June 2004
Firstpage
403
Abstract
The paper presents a novel approach for robust skin-color detection using data-mining techniques. The goal of skin-color detection is to select the appropriate color model that allows pixels to be verified under different lighting conditions and other variations. When the appropriate color model is selected, it is implied that we have good skin-color classifier properties for skin detection. This model has been successfully applied to face detection and Web based adult content filtering issues.
Keywords
Web sites; face recognition; image classification; image colour analysis; information filters; adult content Web filtering; data mining; face detection; skin detection; skin-color classifier; skin-color detection; Face detection; Image databases; Information filtering; Information filters; Lighting; Pixel; Robustness; Skin; Training data; Web sites;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location
Taipei
Print_ISBN
0-7803-8603-5
Type
conf
DOI
10.1109/ICME.2004.1394214
Filename
1394214
Link To Document