• DocumentCode
    2112957
  • Title

    A novel image restore method based on improved genetic algorithm

  • Author

    Chen Wenjie ; Dou Lihua

  • Author_Institution
    Sch. of Autom., Beijing Inst. of Technol., Beijing, China
  • fYear
    2010
  • fDate
    29-31 July 2010
  • Firstpage
    3081
  • Lastpage
    3086
  • Abstract
    In this paper, aimed at the problem of conventional image restore method faced to unknown reason of image degrading, a new IGA (improved GA) is brought out and applied to image restoration. And aimed at image restoration problem, the operation of heredity, the group strategy, and maintenance the group variety are all improved as a whole. In this algorithm, the Chaos optimization, the mixed selection and elite reservation method are added, so the algorithm of this paper can give attention to both global search ability and convergence speed and it can give out satisfy restoration result.
  • Keywords
    chaos; genetic algorithms; image restoration; chaos optimization; elite reservation method; image restoration method; improved genetic algorithm; mixed selection reservation method; Automation; Chaos; Genetic algorithms; Image restoration; Laboratories; PSNR; Radio frequency; Chaos; Genetic Algorithm; Image Restoration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2010 29th Chinese
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-6263-6
  • Type

    conf

  • Filename
    5573643