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
Link To Document :
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