Unsupervised segmentation of switching pairwise Markov chains.
Mohamed El Yazid BoudarenEmmanuel MonfriniWojciech PieczynskiPublished in: ISPA (2011)
Keyphrases
- markov chain
- unsupervised segmentation
- pairwise
- textured images
- markov random field
- segmentation algorithm
- transition probabilities
- image segmentation
- random walk
- state space
- markov processes
- transition matrix
- multi class
- similarity measure
- higher order
- belief propagation
- parameter estimation
- feature selection
- model selection
- generative model
- texture segmentation
- dynamic programming
- reinforcement learning