Classification Forests and Markov Random Field to Segment Chronic Ischemic Infarcts from Multimodal MRI.
Jhimli MitraPierrick BourgeatJurgen FrippSoumya GhoseStephen E. RoseOlivier SalvadoAlan ConnellyBruce CampbellSusan PalmerGagan SharmaSoren ChristensenLeeanne CareyPublished in: MBIA (2013)
Keyphrases
- markov random field
- belief propagation
- mrf model
- graph cuts
- pairwise
- parameter estimation
- discriminative random fields
- energy function
- image restoration
- image segmentation
- energy minimization
- higher order
- image classification
- random fields
- maximum a posteriori
- machine learning
- potential functions
- message passing
- conditional random fields
- medical images
- feature vectors
- map estimation
- prior model
- smoothness prior
- mrf optimization
- model selection
- support vector
- random walk
- multiscale
- loopy belief propagation
- mrf models
- spatial continuity