MAP Estimation of Semi-Metric MRFs via Hierarchical Graph Cuts.
M. Pawan KumarDaphne KollerPublished in: UAI (2009)
Keyphrases
- graph cuts
- map estimation
- markov random field
- maximum a posteriori
- energy function
- belief propagation
- energy minimization
- mrf model
- discontinuity preserving
- random fields
- image segmentation
- image restoration
- shape prior
- higher order
- message passing
- pairwise
- mrf optimization
- potential functions
- loopy belief propagation
- segmentation algorithm
- conditional random fields
- low level vision
- bayesian framework
- image processing
- noisy images
- mrf models
- markov networks
- computer vision
- shape model
- expectation maximization
- labeling problems