Automatic Markov Random Field Segmentation of Susceptibility-Weighted MR Venography.
Silvain BériaultMarika Archambault-WallenburgAbbas F. SadikotD. Louis CollinsG. Bruce PikePublished in: CLIP (2013)
Keyphrases
- markov random field
- mrf model
- image segmentation
- energy function
- iterated conditional modes
- graph cuts
- mrf models
- label field
- textured images
- low level vision
- belief propagation
- prior model
- markov random field model
- medical images
- maximum a posteriori
- pairwise
- higher order
- spatial continuity
- random fields
- energy minimization
- parameter estimation
- shape prior
- image restoration
- segmentation algorithm
- conditional random fields
- segmentation method
- object segmentation
- map estimation
- loopy belief propagation
- smoothness prior
- labeling problems
- gibbs energy
- discriminative random fields
- spatial coherence
- region growing
- level set
- image intensity
- mrf optimization
- multiscale
- texture segmentation
- message passing
- edge detection
- image registration
- computer vision