Bayesian spectral deconvolution with the exchange Monte Carlo method.
Kenji NagataSeiji SugitaMasato OkadaPublished in: Neural Networks (2012)
Keyphrases
- monte carlo method
- posterior distribution
- bayesian learning
- markov chain
- monte carlo
- probability distribution
- parameter estimation
- markov chain monte carlo
- genetic algorithm
- model selection
- bayesian framework
- latent variables
- hyperparameters
- least squares
- prior distribution
- posterior probability
- maximum likelihood
- maximum likelihood estimation
- image restoration
- maximum a posteriori
- bayesian networks
- denoising
- cross validation
- bayesian inference
- closed form
- random variables
- state space
- multiscale
- image processing