• DocumentCode
    3184056
  • Title

    A genetic based generic filter for image impulse noise reduction

  • Author

    Sardari, F. ; Moghaddam, Mohsen Ebrahimi

  • Author_Institution
    Electr. & Comput. Eng. Dept., Shahid Beheshti Univ., Tehran, Iran
  • fYear
    2012
  • fDate
    3-4 July 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The captured images usually are influenced by impulse noise therefore removing impulse noise is one of most important pre-processing phases in many applications. In this paper, we have proposed a genetic based method to remove impulse noise. This method proposes a composite filter which is a combination of several standard filters to reduce the noise effect. The experimental results showed the proposed method could efficiently restore degraded image while it is approximately stable to noise ratio increment.
  • Keywords
    filtering theory; genetic algorithms; image denoising; image restoration; composite filter; degraded image restoration; genetic algorithm; genetic based generic filter; image impulse noise reduction; impulse noise removal; noise ratio; Composite filter; Genetic algorithm; Impulse noise;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Image Processing (IPR 2012), IET Conference on
  • Conference_Location
    London
  • Electronic_ISBN
    978-1-84919-632-1
  • Type

    conf

  • DOI
    10.1049/cp.2012.0421
  • Filename
    6290616