A new look at Markov random field (MRF) model-based MR image analysis.
Tianhu LeiJayaram K. UdupaPublished in: Medical Imaging: Image Processing (2005)
Keyphrases
- markov random field
- image analysis
- image segmentation
- mrf model
- graph cuts
- belief propagation
- higher order
- image registration
- parameter estimation
- energy function
- maximum a posteriori
- energy minimization
- pairwise
- random fields
- image restoration
- conditional random fields
- medical images
- potential functions
- computer vision
- mrf models
- low level vision
- potts model
- map inference
- image processing
- mrf optimization
- iterated conditional modes
- higher order cliques
- prior model
- textured images
- texture classification
- image understanding
- loopy belief propagation
- partition function
- texture analysis
- maximum a posteriori probability
- high order
- spatial continuity
- scene labeling
- multiscale
- iterative conditional
- bayesian networks