Weighted Maximum Posterior Marginals for Random Fields Using an Ensemble of Conditional Densities From Multiple Markov Chain Monte Carlo Simulations.
James MonacoAnant MadabhushiPublished in: IEEE Trans. Medical Imaging (2011)
Keyphrases
- monte carlo simulation
- markov chain
- random fields
- random field model
- monte carlo
- gibbs sampler
- transition probabilities
- monte carlo method
- state space
- non stationary
- conditional random fields
- maximum entropy
- markov random field
- parameter estimation
- posterior marginals
- pairwise
- gibbs sampling
- multiscale
- feature selection
- conditional probabilities
- image processing
- computer vision