• DocumentCode
    1886354
  • Title

    Nonlinear image processing for beautifying facial images

  • Author

    Arakawa, Kazuki

  • Author_Institution
    Meiji Univ., Japan
  • fYear
    2005
  • fDate
    18-20 May 2005
  • Firstpage
    7
  • Abstract
    Summary form only given. A nonlinear image processing system is proposed for beautifying face images. The system is composed of a nonlinear filter bank using an e-filter, which is a nonlinear digital filter previously proposed by the author for removing small-amplitude and high-frequency noise added to a large-amplitude signal. By combining e-filters, a filter bank is obtained which separates signals considering not only the frequency, but also the amplitude. By applying this nonlinear filter bank to a face image, signal components in the face image can be obtained separately. Thus, by removing small-amplitude, relatively high-frequency components, which correspond to wrinkles and spots, the skin looks smooth and beautified. Moreover, by combining the filter bank with signal enhancement, a face image becomes sharp while keeping the skin smooth. Computer simulations verify its high performance.
  • Keywords
    channel bank filters; digital filters; image denoising; image enhancement; nonlinear filters; e-filter; face image beautification; high-frequency noise; large-amplitude signal; nonlinear digital filter; nonlinear filter bank; nonlinear image processing; signal enhancement; small-amplitude noise; spots; wrinkles; Computer simulation; Digital filters; Face; Filter bank; Frequency; Image processing; Nonlinear filters; Skin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nonlinear Signal and Image Processing, 2005. NSIP 2005. Abstracts. IEEE-Eurasip
  • Conference_Location
    Sapporo
  • Print_ISBN
    0-7803-9064-4
  • Type

    conf

  • DOI
    10.1109/NSIP.2005.1502218
  • Filename
    1502218