The Dynamics of Message Passing on Dense Graphs, with Applications to Compressed Sensing.
Mohsen BayatiAndrea MontanariPublished in: IEEE Trans. Inf. Theory (2011)
Keyphrases
- message passing
- compressed sensing
- image reconstruction
- belief propagation
- natural images
- sparse representation
- distributed systems
- random projections
- approximate inference
- inference in graphical models
- signal processing
- sum product algorithm
- graphical models
- stereo matching
- fourier domain
- markov random field
- high quality
- low dimensional
- sum product