Enhanced sampling schemes for MCMC based blind Bernoulli-Gaussian deconvolution
Di GeJérôme IdierEric Le CarpentierPublished in: CoRR (2009)
Keyphrases
- markov chain monte carlo
- monte carlo
- motion deblurring
- sampling algorithm
- dirichlet process
- exponential family
- markov chain
- importance sampling
- markov chain monte carlo sampling
- posterior distribution
- metropolis hastings
- generative model
- parameter estimation
- least squares
- image restoration
- maximum likelihood
- mixture model
- gaussian distribution
- random sampling
- motion blur
- particle filter
- bayesian inference
- approximate inference
- real valued
- gaussian mixture model
- image noise
- image deblurring
- posterior probability
- denoising
- multi task learning
- data association
- particle filtering
- em algorithm