• DocumentCode
    3353372
  • Title

    A new family of order-statistics based switching vector filters

  • Author

    Celebi, M. Emre ; Schaefer, Gerald ; Zhou, Huiyu

  • Author_Institution
    Dept. of Comput. Sci., Louisiana State Univ., Shreveport, LA, USA
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    97
  • Lastpage
    100
  • Abstract
    In this paper, we present a family of order-statistics based vector filters for the removal of impulsive noise from color images. These filters preserve the edges and fine image details by switching between the identity (no filtering) operation and a robust order-statistics based filter operation based on the univariate median operator. Experiments on a diverse set of images and comparisons with state-of-the-art filters show that the proposed filters combine simplicity, flexibility, good filtering quality, and low computational requirements.
  • Keywords
    image colour analysis; median filters; color image; filtering quality; impulsive noise; order-statistics based switching vector filter; robust order-statistics based filter operation; univariate median operator; Color; Filtering; Noise; Noise measurement; Pixel; Robustness; Switches; Noise removal; impulsive noise; nonlinear vector filter; order-statistics; switching filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5652670
  • Filename
    5652670