Parameter estimation of phase-modulated signals using Bayesian unwrapping.
Mark R. MorelandePublished in: IEEE Trans. Signal Process. (2009)
Keyphrases
- parameter estimation
- phase unwrapping
- posterior distribution
- maximum likelihood
- least squares
- bayesian model selection
- markov random field
- markov chain monte carlo
- statistical models
- model selection
- parameter values
- em algorithm
- metropolis hastings algorithm
- maximum likelihood estimation
- approximate inference
- random fields
- parameters estimation
- magnetic resonance imaging
- posterior probability
- estimation problems
- expectation maximization
- parameter estimation algorithm
- synthetic aperture radar
- model fitting
- parameter estimates
- markov fields
- optical flow
- hyperparameters
- data mining
- closed form
- gibbs sampling
- image reconstruction
- high dimensional