• DocumentCode
    2074825
  • Title

    Diffeomorphic Matching of Diffusion Tensor Images

  • Author

    Cao, Yan ; Miller, Michael I. ; Mori, Susumu ; Winslow, Raimond L. ; Younes, Laurent

  • Author_Institution
    Johns Hopkins University, USA
  • fYear
    2006
  • fDate
    17-22 June 2006
  • Firstpage
    67
  • Lastpage
    67
  • Abstract
    This paper proposes a method to match diffusion tensor magnetic resonance images (DT-MRI) through the large deformation diffeomorphic metric mapping of tensor fields on the image volume, resulting in optimizing for geodesics on the space of diffeomorphisms connecting two diffusion tensor images. A coarse to fine multi-resolution and multikernel- width scheme is detailed, to reduce both ambiguities and computation load. This is illustrated by numerical experiments on DT-MRI brain and images.
  • Keywords
    Biomedical imaging; Deformable models; Diffusion tensor imaging; Extraterrestrial measurements; Geophysics computing; Joining processes; Magnetic field measurement; Magnetic resonance; Optimization methods; Tensile stress;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition Workshop, 2006. CVPRW '06. Conference on
  • Print_ISBN
    0-7695-2646-2
  • Type

    conf

  • DOI
    10.1109/CVPRW.2006.65
  • Filename
    1640508