Compressed Sensing Performance Analysis via Replica Method using Bayesian framework.
Solomon TesfamicaelBruhtesfa E. GodanaFaraz BarzidehPublished in: CoRR (2014)
Keyphrases
- bayesian framework
- prior knowledge
- compressed sensing
- cross validation
- expectation maximization
- em algorithm
- gaussian process
- generative model
- model selection
- computational complexity
- multiscale
- probabilistic model
- natural images
- data sets
- pairwise
- clustering method
- image restoration
- high quality
- probability density function
- hyperparameters
- similarity measure
- decision trees