• 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