A variational inference based approach for image segmentation.
Zhenglong LiQingshan LiuJian ChengHanqing LuPublished in: ICPR (2008)
Keyphrases
- variational inference
- image segmentation
- bayesian inference
- probabilistic model
- topic models
- latent dirichlet allocation
- probabilistic graphical models
- posterior distribution
- variational methods
- gaussian process
- mixture model
- exponential family
- closed form
- graph cuts
- exact inference
- expectation maximization
- level set method
- region growing
- approximate inference
- active contours
- level set
- markov random field
- image processing
- latent variables
- segmentation algorithm
- multiscale
- energy minimization
- parameter estimation
- computer vision
- prior information
- segmentation method
- graphical models
- probability distribution
- prior knowledge