Cerebral white matter segmentation from MRI using probabilistic graph cuts and geometric shape priors.
Ananda S. ChowdhuryAshish K. RudraMainak SenAhmed ElnakibAyman El-BazPublished in: ICIP (2010)
Keyphrases
- shape prior
- graph cuts
- white matter
- human brain
- magnetic resonance images
- graph cut segmentation
- mri data
- energy function
- object segmentation
- gray matter
- segmentation algorithm
- image segmentation
- object boundaries
- energy minimization
- interactive segmentation
- markov random field
- diffusion tensor
- robust segmentation
- magnetic resonance imaging
- brain tissue
- shape representation
- min cut
- mean shift
- active contours
- energy functional
- curve evolution
- level set
- labeling problems
- shape variations
- order preserving moves
- active contour model
- mr images
- active shape model
- brain structures
- shape model
- medical imaging
- cerebrospinal fluid
- probabilistic model
- intensity distribution
- bayesian networks
- regularization term
- image intensity
- global optimization
- segmentation result
- generative model
- medical images