Instrument parameter estimation in bayesian convex deconvolution.
François OrieuxThomas RodetJean-François GiovannelliPublished 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