• DocumentCode
    892784
  • Title

    Constructive action of noise for impulsive noise removal in scalar images

  • Author

    Histace, A. ; Rousseau, D.

  • Author_Institution
    Lab. d´´Ingenierie des Syst. Automatisees, LISA CNRS FRE, Angers, France
  • Volume
    42
  • Issue
    7
  • fYear
    2006
  • fDate
    3/30/2006 12:00:00 AM
  • Firstpage
    393
  • Lastpage
    395
  • Abstract
    A nonlinear variational approach to remove impulsive noise in scalar images is proposed. Taking benefit from recent studies on the use of stochastic resonance and the constructive role of noise in nonlinear processes, the process is based on the classical restoration process of Perona-Malik in which a Gaussian noise is purposely injected. It is shown that this new process can outperform the original restoration process of Perona-Malik.
  • Keywords
    image denoising; image restoration; impulse noise; interference suppression; variational techniques; Gaussian noise; impulsive noise removal; nonlinear variational approach; restoration process; scalar images; stochastic resonance;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20060180
  • Filename
    1618299
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=892784