Bayesian imaging inverse problem with SA-Roundtrip prior via HMC-pCN sampler.
Jiayu QianYuanyuan LiuJingya YangQingping ZhouPublished in: CoRR (2023)
Keyphrases
- posterior distribution
- prior distribution
- sequential monte carlo
- markov chain monte carlo
- simulated annealing
- bayesian model
- maximum a posteriori
- imaging systems
- fully bayesian
- bayesian methods
- image processing
- monte carlo
- prior knowledge
- bayesian networks
- bayesian learning
- prior model
- prior probabilities
- bayesian estimation
- maximum likelihood
- markov chain
- bayesian inference
- posterior probability
- bayesian framework
- image analysis
- high resolution
- probability distribution
- genetic algorithm
- reversible jump markov chain monte carlo
- light transport
- medical imaging
- prior information
- latent variables
- imaging devices
- bayesian models
- synthetic aperture
- optimal solution
- conjugate priors
- data driven
- probabilistic model
- variational inference
- dirichlet process
- acquired images
- support vector
- proposal distribution
- gaussian distribution