: Beyond pairwise Belief Propagation labeling by approximating Kikuchi free energies.
Ifeoma NwoguJason J. CorsoPublished in: CVPR (2008)
Keyphrases
- belief propagation
- markov random field
- pairwise
- graph cuts
- free energy
- approximate inference
- image segmentation
- message passing
- energy function
- energy minimization
- labeling problems
- higher order
- graphical models
- fixed point
- markov networks
- loopy belief propagation
- maximum a posteriori
- bethe free energy
- generalized belief propagation
- semi supervised
- parameter estimation
- random fields
- conditional random fields
- active learning
- factor graphs
- partition function
- similarity measure
- stereo matching
- unsupervised learning
- high quality
- belief networks
- probabilistic model
- statistical physics
- object recognition
- energy minimization problems
- higher order cliques