Generation of Random Fields for Image Segmentation Techniques: A Review.
Rambabu PemulaSagenela Vijaya KumarC. NagarajuPublished in: Int. J. Image Graph. (2023)
Keyphrases
- random fields
- markov random field
- image segmentation
- markov random field model
- random field models
- maximum entropy
- nonparametric density estimation
- conditional random fields
- graph cuts
- textured images
- parameter estimation
- mrf model
- energy minimization
- pseudo likelihood
- multiscale
- non stationary
- image restoration
- belief propagation
- higher order
- markov fields
- energy function
- random field model
- potential functions
- unsupervised segmentation
- gibbs sampler
- pairwise
- probabilistic model
- autoregressive
- level set method
- computer vision
- shape prior
- level set
- gray level
- segmentation algorithm
- texture model
- unsupervised image segmentation
- segmentation method
- expectation maximization