Probabilistic Rough Entropy Measures in Image Segmentation.
Dariusz MalyszkoJaroslaw StepaniukPublished in: RSCTC (2010)
Keyphrases
- image segmentation
- shannon entropy
- information theoretic
- rough relational database
- relational databases
- mutual information
- probability measures
- information theory
- image processing
- bayesian networks
- graph cuts
- level set
- probabilistic model
- markov random field
- multiscale
- method for image segmentation
- uncertain data
- rough sets
- image analysis
- image segmentation algorithms
- information entropy
- level set method
- generative model
- active contours
- generalized em algorithm
- evaluation measures
- boundary detection
- segmented images
- region growing
- unsupervised segmentation
- segmentation algorithm
- segmentation method
- decision trees
- minimum error
- conditional entropy
- unsupervised image segmentation
- gray level
- deformable models
- object segmentation
- medical imaging
- higher order
- fuzzy c means
- shape prior