Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie.
Rémi LaumontValentin De BortoliAndrés AlmansaJulie DelonAlain DurmusMarcelo PereyraPublished in: CoRR (2021)
Keyphrases
- prior probabilities
- bayesian approaches
- bayesian models
- prior distribution
- imaging systems
- image processing
- high resolution
- belief nets
- prior information
- bayesian framework
- image analysis
- bayesian networks
- medical imaging
- computer vision
- dirichlet prior
- bayesian decision
- bayesian analysis
- synthetic aperture
- posterior distribution
- data driven
- gaussian processes
- game playing
- small animal
- image prior
- bayesian inference
- posterior probability
- bayesian estimation
- acquired images
- parametric models
- maximum a posteriori
- scoring metrics
- data acquisition
- image reconstruction
- generative model
- data sets