Bayesian Estimation for Continuous-Time Sparse Stochastic Processes.
Arash AminiUlugbek KamilovEmrah BostanMichael UnserPublished in: IEEE Trans. Signal Process. (2013)
Keyphrases
- stochastic processes
- bayesian estimation
- markov processes
- stochastic process
- probability distribution
- posterior distribution
- random fields
- continuous time bayesian networks
- random variables
- sparse representation
- dynamic bayesian networks
- hidden variables
- high dimensional
- bayesian networks
- parameter estimation
- probabilistic model
- active contours
- maximum likelihood
- denoising
- least squares