• DocumentCode
    1576686
  • Title

    A nonlinear filter system for beautifying facial images with contrast enhancement

  • Author

    Ohchi, Shuji ; Sumi, Shinichiro ; Arakawa, Kaoru

  • Author_Institution
    Dept. of Comput. Sci., Meiji Univ., Japan
  • fYear
    2010
  • Firstpage
    13
  • Lastpage
    17
  • Abstract
    A nonlinear image processing system for beautifying human facial images is proposed using contrast enhancement which effects highlighting and shading. Authors proposed before a nonlinear digital filter bank system, which removes undesirable skin components, such as wrinkles and spots, to make the skin look smoothed and beautified. Also, edge enhancement is utilized in this system to make the features of the face look clear-cut. This system is designed optimally on the basis of human subjective criteria and taste, using interactive evolutionary computing (IEC). Now, contrast enhancement is newly introduced to this system. By enhancing the contrast of the base component of the face image, which is extracted by the nonlinear filter bank, the face looks deeply chiseled from the effect of highlighting and shading. Especially, the dark shade around the outline of the face makes the face look slim and sharp. The degree of contrast enhancement is optimally set by IEC as well as other parameters in the nonlinear filter bank system. The proposed system is verified to be effective in experiments of processing an actual facial image.
  • Keywords
    digital filters; edge detection; evolutionary computation; feature extraction; image enhancement; beautifying human facial images; contrast enhancement; dark shade; edge enhancement; highlighting; interactive evolutionary computing; nonlinear digital filter bank system; nonlinear image processing system; skin components; Digital filters; Face; IEC; Image edge detection; Low pass filters; Nonlinear filters; Skin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications and Information Technologies (ISCIT), 2010 International Symposium on
  • Conference_Location
    Tokyo
  • Print_ISBN
    978-1-4244-7007-5
  • Electronic_ISBN
    978-1-4244-7009-9
  • Type

    conf

  • DOI
    10.1109/ISCIT.2010.5664921
  • Filename
    5664921