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
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