Bayesian Image Segmentation Using MRF's Combined with Hierarchical Prior Models.
Kohta AokiHiroshi NagahashiPublished in: SCIA (2005)
Keyphrases
- prior models
- bayesian image segmentation
- probability models
- markov random field
- prior model
- probability distribution
- shape model
- natural images
- energy function
- higher order
- potential functions
- maximum a posteriori
- prior information
- graph cuts
- parameter estimation
- image segmentation
- latent variables
- posterior distribution
- statistical models
- unsupervised learning
- feature extraction
- random variables
- shape prior
- noisy images
- energy minimization
- computer vision
- pairwise
- multiscale
- image processing