Structural Gaussian Priors for Bayesian CT reconstruction of Subsea Pipes.
Silja W. ChristensenNicolai André Brogaard RiisFelipe UribeJakob Sauer JørgensenPublished in: CoRR (2022)
Keyphrases
- image prior
- image reconstruction
- reconstructed image
- computerized tomography
- fan beam
- maximum likelihood
- computed tomography
- computer tomography
- three dimensional
- maximum a posteriori
- iterative reconstruction
- ct images
- image restoration
- bayesian approaches
- prior distribution
- x ray
- belief nets
- prior probabilities
- cone beam
- heavy tailed
- ct scans
- prior information
- bayesian models
- structural information
- medical images
- markov random field
- bayesian inference
- discrete tomography
- bayesian networks
- reconstruction process
- high resolution
- gaussian distribution
- radon transform
- clinical applications
- medical imaging
- posterior distribution
- gaussian processes
- reconstruction method
- prior model
- map estimation
- generalized gaussian
- lung nodules
- bayesian framework
- scoring metrics
- probability distribution
- head images
- prior knowledge