Instrument parameter estimation in bayesian convex deconvolution.

François Orieux Thomas Rodet Jean-François Giovannelli

Published in: ICIP (2010)

Keyphrases

parameter estimation
least squares
posterior distribution
maximum likelihood
bayesian model selection
markov chain monte carlo
markov random field
statistical models

model selection
em algorithm
parameter values
image restoration
expectation maximization
markov fields
parameter estimation algorithm
parameters estimation

model fitting
particle physics
bayesian inference
random fields
posterior probability
denoising
gibbs sampling
metropolis hastings algorithm

parameter estimates
approximate inference
image processing
estimation problems
convex relaxation
hyperparameters
bayesian networks
computer vision