Efficient multiresolution approach for image segmentation based on Markov random fields.
Nariman Majdi-NasabMostafa AnalouiPublished in: Medical Imaging: Image Processing (2001)
Keyphrases
- markov random field
- image segmentation
- multiresolution
- graph cuts
- energy function
- energy minimization
- parameter estimation
- belief propagation
- mrf model
- higher order
- maximum a posteriori
- random fields
- conditional random fields
- image restoration
- pairwise
- potential functions
- markov random field model
- message passing
- discriminative random fields
- loopy belief propagation
- map estimation
- potts model
- texture model
- multiscale
- markov networks
- image analysis
- texture segmentation
- partition function
- low level vision
- machine learning
- least squares