• DocumentCode
    3202151
  • Title

    A New Approach to Impulse Noise Removal for Color Image

  • Author

    Xu, Qing ; Zhang, Rui ; Sbert, Mateu

  • Author_Institution
    Tianjin Univ., Tianjin
  • fYear
    2007
  • fDate
    2-5 July 2007
  • Firstpage
    1667
  • Lastpage
    1670
  • Abstract
    This paper presents a new two-stage approach to impulse noise removal for color image. The first step is the impulse detection, in which the so-called rank-ordered absolute differences (ROAD) is used to determine whether a pixel is impulsive to be removed. The second step does noise suppression based on maximizing the proposed pixel similarity measure that considers both magnitude and angular information of pixel vectors´ difference. Experimental results show that our method can remove impulse noise effectively, and in the meantime can preserve chromaticity and image details very well.
  • Keywords
    image colour analysis; image denoising; impulse noise; ROAD; color image; impulse noise removal; noise suppression; pixel similarity measure; rank-ordered absolute differences; Attenuation; Color; Colored noise; Computer science; Information filtering; Information filters; Noise measurement; Performance gain; Pixel; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2007 IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    1-4244-1016-9
  • Electronic_ISBN
    1-4244-1017-7
  • Type

    conf

  • DOI
    10.1109/ICME.2007.4284988
  • Filename
    4284988