Filter-Based Mean-Field Inference for Random Fields with Higher-Order Terms and Product Label-Spaces.
Vibhav VineetJonathan WarrellPhilip H. S. TorrPublished in: Int. J. Comput. Vis. (2014)
Keyphrases
- random fields
- markov random field
- higher order
- conditional random fields
- partition function
- loopy belief propagation
- random field models
- parameter estimation
- belief propagation
- pseudo likelihood
- gibbs sampler
- pairwise
- markov networks
- non stationary
- energy function
- high order
- higher order cliques
- natural images
- maximum a posteriori
- maximum entropy
- random field model
- graph cuts
- exact inference
- nonparametric density estimation
- belief networks
- graphical models
- probabilistic model
- message passing
- image processing
- bayesian inference
- class labels
- em algorithm
- similarity measure
- image segmentation