Segmentation of echocardiographic images with Markov random fields.
Isabelle HerlinDominique BéréziatGérard GiraudonC. NguyenChristine GraffignePublished in: ECCV (2) (1994)
Keyphrases
- markov random field
- echocardiographic images
- ultrasound images
- energy function
- image segmentation
- mrf model
- left ventricle
- graph cuts
- low level vision
- higher order
- textured images
- belief propagation
- energy minimization
- random fields
- maximum a posteriori
- heart motion
- label field
- prior model
- parameter estimation
- segmentation algorithm
- conditional random fields
- abnormality detection
- scene labeling
- potential functions
- shape prior
- discriminative random fields
- level set
- image restoration
- piecewise constant functions
- segmentation method
- pairwise
- fully automatic
- edge detection
- texture segmentation
- multiscale