Neural Reconstruction with Approximate Message Passing (NeuRAMP).
Alyson K. FletcherSundeep RanganLav R. VarshneyAniruddha BhargavaPublished in: NIPS (2011)
Keyphrases
- message passing
- inference in graphical models
- belief propagation
- distributed systems
- junction tree
- probabilistic inference
- factor graphs
- approximate inference
- sum product algorithm
- shared memory
- image reconstruction
- distributed shared memory
- sum product
- markov random field
- matrix multiplication
- ldpc codes
- lagrangian relaxation
- high resolution
- generalized belief propagation
- high quality
- three dimensional
- stereo matching
- maximum likelihood
- image processing
- dynamic programming
- free energy