Convergent Approximate Message Passing by Alternating Constrained Minimization of Bethe Free Energy.
Dirk SlockPublished in: RTSI (2022)
Keyphrases
- message passing
- constrained minimization
- belief propagation
- inference in graphical models
- bethe free energy
- sum product algorithm
- free energy
- approximate inference
- graphical models
- probabilistic inference
- distributed systems
- markov random field
- max product
- fixed point
- factor graphs
- stereo matching
- graph cuts
- junction tree
- loopy belief propagation
- pairwise
- exact inference
- pattern search
- image sequences
- energy minimization
- image segmentation
- upper bound