Filter-Based Mean-Field Inference for Random Fields with Higher-Order Terms and Product Label-Spaces.
Vibhav VineetJonathan WarrellPhilip H. S. TorrPublished in: ECCV (5) (2012)
Keyphrases
- random fields
- markov random field
- higher order
- conditional random fields
- loopy belief propagation
- partition function
- parameter estimation
- random field models
- graph cuts
- pairwise
- energy function
- maximum entropy
- gibbs sampler
- maximum a posteriori
- non stationary
- nonparametric density estimation
- higher order cliques
- belief propagation
- high order
- bayesian inference
- pseudo likelihood
- image segmentation
- belief networks
- probabilistic model
- markov networks
- crf model
- em algorithm
- random field model