• DocumentCode
    3264492
  • Title

    An efficient approach to Salt & Pepper Impulse Noise Reduction using Iterative Impulse Detection and Correction Phases

  • Author

    Nallaperumal, Krishnan ; Varghese, Justin ; Saudia, S. ; Murugan, D. ; Rajalakshmi, K. ; Alwin, S.

  • Author_Institution
    Manonmaniam Sundaranar Univ., Tirunelveli
  • fYear
    2006
  • fDate
    20-23 Dec. 2006
  • Firstpage
    576
  • Lastpage
    579
  • Abstract
    The paper presents an improved median filter for salt & pepper impulse noise removal. The computationally efficient filtering technique is implemented as a two pass algorithm involving identification of corrupted pixels that are to be filtered are perfectly detected into a flag image using an iterative fixed sized smaller window approach and modification of them by a valid median. Experimental results have shown that the proposed algorithm performs far more superior than many of the median filtering techniques reported in terms of retaining the fidelity of the image highly corrupted by impulse noises even to the tune of ninety percent impulse noise.
  • Keywords
    image denoising; impulse noise; median filters; image processing; iterative impulse correction phase; iterative impulse detection phase; median filtering technique; salt-pepper impulse noise reduction; two pass algorithm; Filtering algorithms; Filters; Image restoration; Iterative algorithms; Iterative methods; Noise level; Noise reduction; Phase detection; Phase noise; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computing and Communications, 2006. ADCOM 2006. International Conference on
  • Conference_Location
    Surathkal
  • Print_ISBN
    1-4244-0716-8
  • Electronic_ISBN
    1-4244-0716-8
  • Type

    conf

  • DOI
    10.1109/ADCOM.2006.4289957
  • Filename
    4289957