On the estimation of noisy binary Markov random fields.
Alison J. GrayJim KayD. M. TitteringtonPublished in: Pattern Recognit. (1992)
Keyphrases
- markov random field
- parameter estimation
- map estimation
- maximum a posteriori
- graph cuts
- random fields
- higher order
- mrf model
- belief propagation
- image restoration
- maximum a posteriori probability
- image segmentation
- pairwise
- energy minimization
- energy function
- potential functions
- loopy belief propagation
- conditional random fields
- low level vision
- label field
- textured images
- map inference
- piecewise constant functions
- iterative conditional
- maximum likelihood estimation
- partition function
- markov networks
- potts model
- gauss markov random fields
- discriminative random fields
- closed form solutions
- cellular automata
- graphical models
- high resolution
- image processing