Cerebral magnetic resonance image segmentation using fuzzy Markov Random Fields.
Su RuanDaniel BloyetMarinette RevenuWeibei DouQingmin LiaoPublished in: ISBI (2002)
Keyphrases
- markov random field
- magnetic resonance
- image segmentation
- mr images
- medical images
- graph cuts
- image data
- brain image segmentation
- mrf model
- energy minimization
- image registration
- energy function
- belief propagation
- higher order
- parameter estimation
- random fields
- maximum a posteriori
- image restoration
- brain images
- pairwise
- mr imaging
- markov random field model
- conditional random fields
- mr brain images
- potential functions
- soft tissue
- multiscale
- active contours
- image analysis
- magnetic resonance images
- mr brain
- low level vision
- region growing
- textured images
- image slices
- brain imaging
- piecewise constant functions
- level set
- computer vision
- medical imaging
- object segmentation
- human brain
- shape prior
- deformable models
- multiresolution
- least squares
- brain tumours
- similarity measure
- segmentation algorithm