Fast Generalized Belief Propagation for MAP Estimation on 2D and 3D Grid-Like Markov Random Fields.
Kersten PetersenJanis FehrHans BurkhardtPublished in: DAGM-Symposium (2008)
Keyphrases
- markov random field
- map estimation
- generalized belief propagation
- maximum a posteriori
- belief propagation
- graph cuts
- message passing
- image segmentation
- maximum a posterior
- pairwise
- mrf model
- energy function
- higher order
- energy minimization
- random fields
- image restoration
- approximate inference
- parameter estimation
- conditional random fields
- free energy
- statistical physics
- fixed point
- image reconstruction
- partition function
- noisy images
- markov networks
- maximum a posteriori probability