Fast Bayesian Model Selection in Imaging Inverse Problems Using Residuals.
Ana Fernandez VidalMarcelo PereyraAlain DurmusJean-François GiovannelliPublished in: SSP (2021)
Keyphrases
- inverse problems
- bayesian model selection
- parameter estimation
- image reconstruction
- global optimization
- posterior probability
- convex optimization
- model selection
- em algorithm
- optimization problems
- optimization methods
- least squares
- partial differential equations
- data association
- high resolution
- image processing
- early vision
- machine learning
- computationally expensive
- computer vision
- object recognition
- image analysis
- parameter space
- appearance model
- super resolution
- cost function
- clustering algorithm