Analysis of Approximate Message Passing With Non-Separable Denoisers and Markov Random Field Priors.
Yanting MaCynthia RushDror BaronPublished in: IEEE Trans. Inf. Theory (2019)
Keyphrases
- markov random field
- message passing
- belief propagation
- inference in graphical models
- maximum a posteriori
- graph cuts
- prior model
- mrf model
- loopy belief propagation
- parameter estimation
- energy minimization
- higher order
- energy function
- graphical models
- pairwise
- probabilistic inference
- approximate inference
- labeling problems
- factor graphs
- random fields
- three dimensional
- image segmentation
- prior knowledge
- conditional random fields
- clique potentials
- distributed systems
- dynamic programming
- free energy
- motion estimation
- map inference
- mrf optimization
- higher order cliques