Asymptotic Analysis of MAP Estimation via the Replica Method and Applications to Compressed Sensing
Sundeep RanganAlyson K. FletcherVivek K. GoyalPublished in: CoRR (2009)
Keyphrases
- map estimation
- compressed sensing
- cost function
- image reconstruction
- em algorithm
- bayesian networks
- asymptotic analysis
- synthetic and real images
- maximum likelihood
- dynamic programming
- objective function
- similarity measure
- image representation
- energy function
- input data
- belief propagation
- maximum a posteriori
- pairwise