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 :
بازگشت