• 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