A kernel-based graphical model for diffusion tensor registration.
Aristeidis SotirasRadhouène NejiJean-François DeuxNikos KomodakisGilles FleuryNikos ParagiosPublished in: ISBI (2010)
Keyphrases
- graphical models
- diffusion tensor
- deformable registration
- atlas construction
- diffusion weighted images
- magnetic resonance images
- anisotropic diffusion
- white matter
- belief propagation
- diffusion weighted
- dt mri
- probabilistic model
- dw mri
- approximate inference
- random variables
- image registration
- diffusion tensor imaging
- bayesian networks
- fiber bundles
- support vector
- diffusion tensor images
- conditional dependencies
- tensor field
- factor graphs
- kernel methods
- registration process
- nonparametric belief propagation
- exponential family
- deformation field
- expectation maximization
- medical images
- image segmentation
- human brain
- medical imaging
- image matching
- mr images
- markov random field
- high resolution
- multiscale
- high quality
- computer vision