• DocumentCode
    1300411
  • Title

    Restoration of impulse noise corrupted images using long-range correlation

  • Author

    Wang, Zhou ; Zhang, David

  • Author_Institution
    Dept. of Comput. Sci., City Univ. of Hong Kong, Hong Kong
  • Volume
    5
  • Issue
    1
  • fYear
    1998
  • Firstpage
    4
  • Lastpage
    7
  • Abstract
    We present a new algorithm that can remove impulse noise from corrupted images while preserving details. The algorithm is fundamentally different from the traditional methods in that it can utilize information not just of a local window centered about the corrupted pixel, but also of some remote regions in the image. Computer simulations indicate that our algorithm outperforms many existing techniques.
  • Keywords
    correlation methods; filtering theory; image restoration; image segmentation; noise; computer simulations; corrupted pixel; filtering algorithm; image detail preservation; image restoration; impulse noise corrupted images; impulse noise removal; local window; long-range correlation; remote image regions; Computer simulation; Detectors; Image enhancement; Image restoration; Noise cancellation; Noise generators; Noise measurement; Pixel; Pollution measurement; Sun;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/97.654865
  • Filename
    654865