Unified mixture-model based terrain estimation with Markov Random Fields.
Rina TseNisar R. AhmedMark E. CampbellPublished in: MFI (2012)
Keyphrases
- markov random field
- parameter estimation
- map estimation
- graph cuts
- maximum a posteriori
- mrf model
- higher order
- random fields
- image segmentation
- maximum a posteriori probability
- belief propagation
- energy function
- image restoration
- pairwise
- label field
- low level vision
- iterative conditional
- potts model
- conditional random fields
- energy minimization
- map inference
- mixture model
- markov networks
- potential functions
- loopy belief propagation
- efficient inference
- gauss markov random fields
- mrf models
- image restoration and reconstruction
- maximum likelihood estimation
- approximate inference
- message passing
- non stationary
- active contours
- em algorithm
- maximum likelihood
- graphical models
- multiresolution