Signal and image segmentation using pairwise Markov chains.
Stéphane DerrodeWojciech PieczynskiPublished in: IEEE Trans. Signal Process. (2004)
Keyphrases
- markov chain
- pairwise
- image segmentation
- markov random field
- steady state
- finite state
- transition probabilities
- spectral clustering
- markov process
- state space
- stochastic process
- markov processes
- monte carlo
- stationary distribution
- random walk
- monte carlo method
- monte carlo simulation
- multi class
- similarity measure
- markov model
- probabilistic automata
- transition matrix
- belief propagation
- higher order
- loss function
- non stationary
- graph cuts
- segmentation method
- potential functions
- machine learning
- sufficient conditions
- search algorithm
- image processing