The dynamics of message passing on dense graphs, with applications to compressed sensing
Mohsen BayatiAndrea MontanariPublished in: CoRR (2010)
Keyphrases
- message passing
- compressed sensing
- image reconstruction
- belief propagation
- random projections
- distributed systems
- sparse representation
- natural images
- inference in graphical models
- approximate inference
- markov random field
- signal processing
- sum product algorithm
- sum product
- graph cuts
- upper bound
- stereo matching
- super resolution
- graphical models
- high dimensional
- lower bound
- high quality
- image processing
- data sets