• DocumentCode
    2028536
  • Title

    Skin-Aware Local Contrast Enhancement

  • Author

    Arici, Tarik ; Dikbas, Salih

  • Author_Institution
    Georgia Inst. of Technol., Atlanta
  • Volume
    1
  • fYear
    2007
  • fDate
    Sept. 16 2007-Oct. 19 2007
  • Abstract
    Local contrast enhancement (LCE) gives a more lively look to an image or video. With a larger difference of a pixel´s luma value from its local mean, the eye needs less time to adjust to that local region for a better contrast sensitivity. Since the human eye is trained and conditioned to recognize a natural looking face, the faces in a locally enhanced image may look unnatural even though other parts of the enhanced image is visually more attractive than the original image. To solve this problem, a low-complexity skin-aware local contrast enhancement algorithm is proposed. The proposed skin-aware local contrast enhancement (SALSA) algorithm avoids creating false edges. Experiment results show that SALSA produces natural looking face and non-facial skin regions in the locally enhanced image.
  • Keywords
    face recognition; image enhancement; video signal processing; face recognition; image enhancement; pixel luma value; skin-awarelocal contrast enhancement; video signal processing; Detection algorithms; Dynamic range; Face detection; Face recognition; Humans; Lightning; Low pass filters; Pixel; Signal processing algorithms; Skin; Image enhancement; skin; video signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2007. ICIP 2007. IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-1437-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2007.4379006
  • Filename
    4379006