• DocumentCode
    2717725
  • Title

    A novel adaptive approach to the restoration of digital images corrupted by salt & pepper impulse noise

  • Author

    Varghese, Justin ; Saudia, S. ; Nallaperumal, Krishnan ; Mathew, Santhosh P ; Koshy, K. I. ; Krishnaveni, K.

  • Volume
    3
  • fYear
    2007
  • fDate
    13-15 Dec. 2007
  • Firstpage
    447
  • Lastpage
    452
  • Abstract
    The paper proposes a new adaptive 2D spatial filter operator for the restoration of salt & pepper impulse corrupted digital images. The Adaptive Impulse Filter effectively identifies the impulsive positions of the noisy digital image and switches to restore them by an adaptive impulse correction scheme. Experimental results in terms of objective metrics and visual analysis through varied impulse noise levels favor the new algorithm when compared to most other impulse filters. The efficient impulse filter gives better signal preservation and provides quality results devoid of impulsive patches with less computational complexity even at very high levels of impulse noise.
  • Keywords
    Adaptive filters; Algorithm design and analysis; Computational complexity; Digital filters; Digital images; Image restoration; Noise level; Signal restoration; Spatial filters; Switches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Conference on Computational Intelligence and Multimedia Applications, 2007. International Conference on
  • Conference_Location
    Sivakasi, Tamil Nadu
  • Print_ISBN
    0-7695-3050-8
  • Type

    conf

  • DOI
    10.1109/ICCIMA.2007.118
  • Filename
    4426409