Mean fields and two-dimensional Markov random fields in image analysis.
A. P. DunmurD. M. TitteringtonPublished in: Pattern Anal. Appl. (1998)
Keyphrases
- markov random field
- image analysis
- image segmentation
- low level vision
- computer vision
- belief propagation
- maximum a posteriori
- higher order
- three dimensional
- graph cuts
- parameter estimation
- mrf model
- energy function
- random fields
- pairwise
- energy minimization
- conditional random fields
- image restoration
- image processing
- pattern recognition
- image understanding
- message passing
- potential functions
- textured images
- machine learning
- texture classification
- piecewise constant functions
- iterative conditional
- potts model
- loopy belief propagation
- map estimation
- multiscale
- prior models
- texture model
- markov networks
- maximum likelihood
- cellular automata