On the Relationship Between the Minimum of the Bethe Free Energy Function of a Factor Graph and Sum-Product Algorithm Fixed Points.
Yuwen HuangPascal O. VontobelPublished in: ITW (2022)
Keyphrases
- belief propagation
- energy function
- fixed point
- factor graphs
- message passing
- graph cuts
- markov random field
- free energy
- energy minimization
- bethe free energy
- approximate inference
- loopy belief propagation
- probabilistic inference
- markov networks
- active contours
- graphical models
- image segmentation
- segmentation method
- maximum a posteriori
- exact inference
- higher order
- level set
- probabilistic model
- random fields
- stereo matching
- gaussian distribution
- belief networks
- distributed systems
- pairwise
- random variables
- computer vision