Fast Bayesian Model Selection in Imaging Inverse Problems Using Residuals.

Ana Fernandez Vidal Marcelo Pereyra Alain Durmus Jean-François Giovannelli

Published 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