Bayesian Imaging for Radio Interferometry with Score-Based Priors.
Noe DiaM. J. Yantovski-BarthAlexandre AdamMicah BowlesPablo LemosAnna M. M. ScaifeYashar HezavehLaurence Perreault LevasseurPublished in: CoRR (2023)
Keyphrases
- prior distribution
- bayesian approaches
- prior probabilities
- high resolution
- marginal likelihood
- imaging systems
- bayesian models
- bayesian framework
- image analysis
- bayesian estimation
- belief nets
- image processing
- bayesian learning
- posterior distribution
- dirichlet prior
- gauss markov random fields
- clinical applications
- prior knowledge
- synthetic aperture
- phase unwrapping
- generalized em algorithm
- atomic force microscopy
- bayesian networks
- wireless communication
- posterior probability
- prior information
- medical imaging
- maximum likelihood
- data driven
- scoring function
- gaussian processes
- score function
- data acquisition
- scoring metrics
- parameter estimation
- model selection