• DocumentCode
    2703667
  • Title

    Image Registration Method Based on Physical Forces for Color Images

  • Author

    Ghayoor, Ali ; Sadri, Amin ; Shirazi, Ali Asghar Beheshti

  • Author_Institution
    Dept. of Electr. Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
  • fYear
    2010
  • fDate
    26-28 May 2010
  • Firstpage
    350
  • Lastpage
    353
  • Abstract
    A new method for image registration has been previously proposed by the authors, which the registration is based on physical forces. The registration parameters are translation and rotation. This method assumes images like charged materials that attract each other. In this case, one of the images moves in the same direction as the applied force while the other one is still. The movement of the image continues until the resultant force becomes zero. This approach estimates the registration parameters simultaneously and leading to a better optimized set of registration parameters. The previous work is presented for grayscale images, and in this paper we aim to develop this method for color images. The comparison of the results shows that the excess information which exists in color images can accelerate the registration process. Also, we find the optimum set of the parameters to improve the accuracy of the algorithm.
  • Keywords
    Analytical models; Asia; Computer simulation; Computer vision; Image analysis; Image color analysis; Image registration; Materials science and technology; Mathematical model; Optimization methods; Areabased methods; Color images; Image registration; Pattern recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mathematical/Analytical Modelling and Computer Simulation (AMS), 2010 Fourth Asia International Conference on
  • Conference_Location
    Kota Kinabalu, Malaysia
  • Print_ISBN
    978-1-4244-7196-6
  • Type

    conf

  • DOI
    10.1109/AMS.2010.77
  • Filename
    5489173