• DocumentCode
    3374236
  • Title

    Point-to-point registration of non-rigid medical images using local elastic transformation methods

  • Author

    Wirth, M.A. ; Choi, C. ; Jennings, A.

  • Author_Institution
    R. Melbourne Inst. of Technol., Vic., Australia
  • Volume
    2
  • fYear
    1997
  • fDate
    14-17 Jul 1997
  • Firstpage
    780
  • Abstract
    Although a considerable amount of research has been devoted to the registration of medical images, a good proportion of this has been performed on rigid regions of the anatomy. This has tended to limit the practical value of such research. The registration of medical images which are non-rigid in nature is a seemingly difficult and not fully investigated problem. This paper presents an elastic transformation method which is used to perform matching of non-rigid medical images, that is, two-dimensional images of a region of the body such as the thorax or abdomen which exhibits a high level of elasticity. Some forms of elastic transformation may be more localized in scope than others, which leads to the categorization of elastic transformation methods into local and semi-local methods. This paper demonstrates the use of local elastic spatial transformations in matching non-rigid medical images. These transformations are illustrated by matching corresponding computed tomography and magnetic resonance images of the thorax
  • Keywords
    medical image processing; abdomen; computed tomography images; local elastic transformation methods; magnetic resonance images; medical image matching; nonrigid medical images; point to point registration; radial basis functions; thin plate splines; thorax; two-dimensional images;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Image Processing and Its Applications, 1997., Sixth International Conference on
  • Conference_Location
    Dublin
  • ISSN
    0537-9989
  • Print_ISBN
    0-85296-692-X
  • Type

    conf

  • DOI
    10.1049/cp:19971002
  • Filename
    615634