• DocumentCode
    2662332
  • Title

    Noise filter of multi-value images based on fuzzy Renyi entropy

  • Author

    Jifu, Chen ; Xuemei, Ren ; Hong, Huang

  • Author_Institution
    Inst. of Syst. Eng., Beijing Inst. of Technol., Beijing
  • fYear
    2008
  • fDate
    16-18 July 2008
  • Firstpage
    686
  • Lastpage
    689
  • Abstract
    Aim at the problem of noise-reduction for multi-value images, we propose a method for noise filter of multi-value images based on fuzzy Renyi entropy. The method builds up a relevant physical model according to the characteristics of degenerative multi-value images, and constructs a type of fuzzy entropy which can reflect the actual circumstance of images, and finally carries on the picture instauration using principle of minimum entropy. The experiments conducted on simulator show the superiority of noise-reduction through compared with median filter and average filter.
  • Keywords
    entropy; filtering theory; fuzzy set theory; image denoising; fuzzy Renyi entropy; multivalue images; noise filter; noise reduction; Control systems; Electronic mail; Entropy; Filters; Fuzzy control; Fuzzy systems; Systems engineering and theory; Fuzzy Renyi entropy; Minimum-entropy; Multi-value images; Noise filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference, 2008. CCC 2008. 27th Chinese
  • Conference_Location
    Kunming
  • Print_ISBN
    978-7-900719-70-6
  • Electronic_ISBN
    978-7-900719-70-6
  • Type

    conf

  • DOI
    10.1109/CHICC.2008.4605288
  • Filename
    4605288