• DocumentCode
    1346815
  • Title

    Technique for fractal image compression using genetic algorithm

  • Author

    Mitra, Sanjit ; Murthy, C.A. ; Kundu, Malay Kumar

  • Author_Institution
    Machine Intelligence, Indian Stat. Inst., Calcutta
  • Volume
    7
  • Issue
    4
  • fYear
    1998
  • fDate
    4/1/1998 12:00:00 AM
  • Firstpage
    586
  • Lastpage
    593
  • Abstract
    A new method for fractal image compression is proposed using genetic algorithm (GA) with an elitist model. The self transformation property of images is assumed and exploited in the fractal image compression technique. The technique described utilizes the GA, which greatly decreases the search space for finding the self similarities in the given image. This article presents theory, implementation, and an analytical study of the proposed method along with a simple classification scheme. A comparison with other fractal-based image compression methods is also reported
  • Keywords
    fractals; genetic algorithms; image classification; image coding; iterative methods; elitist model; fractal image compression; genetic algorithm; image classification; image self similarities; iterative function system; self transformation property; Biological information theory; Fractals; Genetic algorithms; Image analysis; Image coding; Machine intelligence; Vector quantization;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.663505
  • Filename
    663505