Bayesian Imaging Using Plug & Play Priors: When Langevin Meets Tweedie.
Rémi LaumontValentin De BortoliAndrés AlmansaJulie DelonAlain DurmusMarcelo PereyraPublished in: SIAM J. Imaging Sci. (2022)
Keyphrases
- prior distribution
- prior probabilities
- bayesian approaches
- bayesian models
- dirichlet prior
- imaging systems
- medical imaging
- bayesian framework
- posterior probability
- image analysis
- belief nets
- game playing
- bayesian networks
- high resolution
- image processing
- bayesian learning
- clinical applications
- posterior distribution
- probability density function
- mixture model
- learned from training data
- bayesian analysis
- bayesian decision
- generalized em algorithm
- atomic force microscopy
- bayesian estimation
- bayesian methods
- gaussian processes
- prior information
- computer vision
- synthetic aperture
- bayesian model
- conditional probabilities
- maximum a posteriori
- neural network