Enforcing topological constraints in random field image segmentation.
Chao ChenDaniel FreedmanChristoph H. LampertPublished in: CVPR (2011)
Keyphrases
- random fields
- markov random field
- image segmentation
- markov random field model
- conditional random fields
- random field models
- maximum entropy
- graph cuts
- multiscale
- mrf models
- potential functions
- parameter estimation
- nonparametric density estimation
- non stationary
- probabilistic model
- random field model
- textured images
- mrf model
- markov fields
- texture model
- markov processes
- higher order
- autoregressive
- pairwise
- gibbs sampler
- region growing
- active contours
- gray level
- image restoration
- energy minimization
- unsupervised image segmentation
- unsupervised segmentation
- shape prior
- texture segmentation
- min cut
- probability distribution
- contour detection
- segmentation algorithm
- level set
- graph partitioning