Bayesian imaging inverse problem with SA-Roundtrip prior via HMC-pCN sampler.
Jiayu QianYuanyuan LiuJingya YangQingping ZhouPublished in: Comput. Stat. Data Anal. (2024)
Keyphrases
- posterior distribution
- prior distribution
- markov chain monte carlo
- sequential monte carlo
- simulated annealing
- fully bayesian
- bayesian model
- maximum a posteriori
- bayesian methods
- prior model
- bayesian networks
- gibbs sampler
- image processing
- prior probabilities
- bayesian estimation
- high resolution
- hyperparameters
- probability distribution
- conjugate priors
- medical imaging
- imaging systems
- bayesian inference
- dirichlet process
- bayesian learning
- latent variables
- image analysis
- parameter estimation
- imaging devices
- posterior probability
- prior information
- x ray
- markov chain
- markov random field
- image reconstruction
- gaussian processes
- light transport
- acquired images
- data acquisition
- multilabel classification
- computer vision