Compressive Imaging using Approximate Message Passing and a Markov-Tree Prior
Subhojit SomPhilip SchniterPublished in: CoRR (2011)
Keyphrases
- message passing
- inference in graphical models
- markov tree
- belief propagation
- distributed systems
- factor graphs
- junction tree
- probabilistic inference
- high resolution
- belief functions
- markov random field
- distributed shared memory
- approximate inference
- graphical models
- image analysis
- shared memory
- sum product algorithm
- image processing
- prior knowledge
- tree structure
- generalized belief propagation
- maximum a posteriori
- d objects
- query processing
- computer vision