Scanline Sampler without Detailed Balance: An Efficient MCMC for MRF Optimization.
Wonsik KimKyoung Mu LeePublished in: CVPR (2014)
Keyphrases
- markov chain monte carlo
- mrf optimization
- monte carlo
- markov chain
- posterior distribution
- stochastic sampling
- dynamic programming
- parameter estimation
- markov random field
- graph cuts
- metropolis hastings
- generative model
- image parsing
- stereo matching
- message passing
- bayesian inference
- dual decomposition
- multiscale
- energy function
- particle filter
- posterior probability
- graphical models
- simulated annealing
- sampling algorithm
- importance sampling
- image segmentation
- genetic algorithm