• DocumentCode
    2965728
  • Title

    Nonlinear color image restoration using extended radial basis function networks

  • Author

    Cha, Inhyok ; Kassam, Saleem A.

  • Author_Institution
    Dept. of Electr. Eng., Pennsylvania Univ., Philadelphia, PA, USA
  • Volume
    6
  • fYear
    1996
  • fDate
    7-10 May 1996
  • Firstpage
    3402
  • Abstract
    We investigate a nonlinear technique for restoration of images distorted in color and space, using a class of extended radial basis function networks called the Gaussian mixture basis function networks (GMBFN). We report computer simulation results that indicate usefulness of this new approach
  • Keywords
    Gaussian processes; feedforward neural nets; image colour analysis; image restoration; GMBFN; Gaussian mixture basis function networks; distorted images; extended radial basis function networks; nonlinear color image restoration; Color; Colored noise; Degradation; Gray-scale; Image restoration; Neural networks; Nonlinear distortion; Nonlinear filters; Radial basis function networks; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-3192-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1996.550608
  • Filename
    550608
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2965728