• DocumentCode
    398405
  • Title

    Nonrigid morphological image registration & its practical issues

  • Author

    Droske, M. ; Rumpf, M. ; Schaller, C.

  • Author_Institution
    Duisburg Univ., Germany
  • Volume
    2
  • fYear
    2003
  • fDate
    14-17 Sept. 2003
  • Abstract
    We present a novel variational method to nonrigid registration of multimodal data. A suitable deformation will be determined via the minimization of a morphological, i.e., contrast invariant, matching functional along with an appropriate regularization energy. Here we want to give special focus on the practical issues involving scale-space methods, regularization of the corresponding gradient flow and hyperelastic regularization.
  • Keywords
    image registration; mathematical morphology; variational techniques; hyperelastic regularization; multimodal data; nonrigid morphological image registration; scale-space methods; variational method; Anatomy; Chemicals; Digital images; Gaussian processes; Image analysis; Image registration; Level set; Morphology; Mutual information; Neurosurgery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7750-8
  • Type

    conf

  • DOI
    10.1109/ICIP.2003.1246776
  • Filename
    1246776