Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors.
Pakshal BohraThanh-An PhamJonathan DongMichael UnserPublished in: CoRR (2022)
Keyphrases
- bayesian framework
- probabilistic model
- belief nets
- parametric models
- generative model
- image analysis
- statistical models
- model selection
- control system
- posterior probability
- bayesian inference
- high resolution
- bayesian methods
- prior probabilities
- nonlinear models
- prior models
- physical models
- bayesian models
- bayesian approaches
- learning algorithm