Bayesian level set method based on statistical hypothesis test and estimation of prior probabilities for image segmentation.
Yao-Tien ChenPublished in: ICDIP (2010)
Keyphrases
- level set method
- hypothesis test
- prior probabilities
- image segmentation
- hypothesis testing
- level set
- likelihood ratio
- statistical tests
- posterior probability
- active contours
- bayesian model
- probability model
- energy functional
- prior information
- conditional probabilities
- deformable models
- active contour model
- bayesian networks
- statistical analysis
- multiple types
- markov random field
- curve evolution
- shape prior
- multiscale
- image processing
- image analysis
- mumford shah model
- partial differential equations
- generative model
- gaussian distribution
- bayesian framework
- statistical models
- sample size
- energy function
- expectation maximization
- maximum likelihood