• DocumentCode
    3100567
  • Title

    A genetic quantum algorithm for image registration

  • Author

    Talbi, Hichem ; Draa, Amer ; Batouche, Mohamed Chaouki

  • Author_Institution
    USI Emir Abdelkader, Constantine, Algeria
  • fYear
    2004
  • fDate
    19-23 April 2004
  • Firstpage
    395
  • Lastpage
    396
  • Abstract
    The image registration is a key stage in almost every vision system. In this article we propose a new algorithm inspired from both genetic algorithms and quantum computing fields to perform an image registration based on computation of the mutual information, which is a measure of similarity brought from the information theory. Having two images obtained from either similar or different sensors, the proposed algorithm allows the estimating of the geometric transformation, which superposes the two images.
  • Keywords
    computer vision; genetic algorithms; image registration; image sensors; quantum computing; genetic quantum algorithm; geometric transformation; image registration; image sensor; information theory; mutual information; quantum computing; vision system; Genetic algorithms; Genetic communication; Image registration; Image sensors; Information theory; Machine vision; Mutual information; Performance evaluation; Quantum computing; Quantum mechanics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Communication Technologies: From Theory to Applications, 2004. Proceedings. 2004 International Conference on
  • Print_ISBN
    0-7803-8482-2
  • Type

    conf

  • DOI
    10.1109/ICTTA.2004.1307798
  • Filename
    1307798