• DocumentCode
    535344
  • Title

    Automatic medical image registration based on deviating measurement

  • Author

    Shu, Xiaohua ; Long, Yonghong ; Shen, Zhenkang

  • Author_Institution
    ATR Lab., Nat. Univ. of Defense Technol., Changsha, China
  • Volume
    5
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    2515
  • Lastpage
    2518
  • Abstract
    An image registration technique based on the gray joint probability of two correlative images is developed and presented. In this paper, a new matching measurement is proposed, i.e. deviating measurement. This parameter quantifies aligning degree of two images, and an image registration scheme based on deviating measurement is developed. Comparing with other similarity measurement(such as normal mutual information), the calculation cost of this registration method is low. Experiment results show that this method is valid and fast.
  • Keywords
    image colour analysis; image matching; image registration; medical image processing; probability; automatic medical image registration; correlative image; deviating measurement; gray joint probability; matching measurement; similarity measurement; Computed tomography; Delta modulation; Image registration; Joints; Mutual information; Pixel; Probability distribution; Image registration; deviating measurement; joint probability; multiresolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5647744
  • Filename
    5647744