Parallel Markov Chain Monte Carlo computation for varying-dimension signal analysis.
Jing YeAndrew M. WallaceJohn S. ThompsonPublished in: EUSIPCO (2009)
Keyphrases
- signal analysis
- markov chain monte carlo
- signal processing
- multiresolution
- markov chain
- posterior distribution
- bayesian inference
- generative model
- parameter estimation
- monte carlo
- wavelet decomposition
- empirical mode decomposition
- feature extraction
- approximate inference
- adaptive learning
- posterior probability
- simulated annealing
- particle filter
- median filter
- non stationary
- data association
- probabilistic model
- particle filtering
- bayesian framework
- image compression