Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph Duality.
Mehdi MolkaraieVicenç GómezPublished in: IEEE Trans. Inf. Theory (2018)
Keyphrases
- monte carlo methods
- potts model
- factor graphs
- markov random field
- belief propagation
- message passing
- monte carlo
- graphical models
- bayesian networks
- latent variables
- multi label
- exact inference
- approximate inference
- graph cuts
- higher order
- simulated annealing
- probabilistic inference
- energy minimization
- random fields
- energy function
- image segmentation
- parameter estimation
- pairwise
- conditional random fields
- prior distribution
- maximum a posteriori
- incomplete data
- stereo matching
- image processing