A 3D Bayesian Computed Tomography Reconstruction Algorithm with Gauss-Markov-Potts Prior Model and its Application to Real Data.
Camille ChapdelaineAli Mohammad-DjafariNicolas GacEstelle ParraPublished in: Fundam. Informaticae (2017)
Keyphrases
- computed tomography
- prior model
- gauss markov
- markov random field
- posterior marginals
- posterior distribution
- label field
- prior models
- image restoration
- image reconstruction
- maximum a posteriori
- ct images
- parameter estimation
- medical images
- medical imaging
- ct scans
- three dimensional
- graph cuts
- energy function
- probability distribution
- belief propagation
- image segmentation
- prior information
- maximum likelihood
- higher order
- bayesian framework
- noisy images
- pairwise
- latent variables
- bayesian networks
- bayesian inference
- x ray
- super resolution
- natural images
- image analysis