MAP Estimation of Semi-Metric MRFs via Hierarchical Graph Cuts
M. Pawan KumarDaphne KollerPublished in: CoRR (2012)
Keyphrases
- graph cuts
- markov random field
- map estimation
- maximum a posteriori
- energy function
- belief propagation
- energy minimization
- pairwise
- shape prior
- higher order
- discontinuity preserving
- mrf model
- random fields
- image segmentation
- loopy belief propagation
- image restoration
- segmentation algorithm
- message passing
- low level vision
- mrf optimization
- conditional random fields
- potential functions
- markov networks
- maximum likelihood
- object boundaries
- multiscale
- posterior distribution