MAP estimation in Binary MRFs via Bipartite Multi-cuts.
Sashank Jakkam ReddiSunita SarawagiSundar VishwanathanPublished in: NIPS (2010)
Keyphrases
- map estimation
- markov random field
- maximum a posteriori
- maximum likelihood
- image super resolution
- em algorithm
- blind deconvolution
- energy function
- noisy images
- maximum a posterior
- discontinuity preserving
- alternating minimization
- image reconstruction
- cost function
- maximum a posteriori probability
- belief propagation
- expectation maximization
- energy minimization
- bayesian framework
- potential functions
- mrf model
- regularization framework
- higher order
- pairwise
- markov networks
- graph cuts
- image prior
- level set
- motion estimation