Bayesian positive system identification: Truncated Gaussian prior and hyperparameter estimation.

Man Zheng Yoshito Ohta

Published in: Syst. Control. Lett. (2021)

Keyphrases

maximum likelihood
gaussian processes
maximum a posteriori
hyperparameters
image prior
bayesian estimation
bayesian methods
parameter estimation
posterior distribution
prior knowledge

model selection
prior distribution
prior probabilities
input output
bayesian inference
gaussian process
bayesian model
bayesian networks
markov random field prior

fully bayesian
estimation algorithm
prior information
positive and negative
bayesian learning
conjugate priors
image restoration
estimation accuracy
expectation propagation

rbf kernel
continuous valued
image segmentation
maximum likelihood estimation
artificial neural networks
correlation function
image reconstruction
bayesian framework
probability density