Topological Simplification of Signals for Inference and Approximate Reconstruction.
Gary KoplikNathan BorggrenSam VoisinGabrielle AngeloroJay HinemanTessa JohnsonPaul BendichPublished in: CoRR (2022)
Keyphrases
- signal reconstruction
- signal processing
- smooth manifold
- image reconstruction
- multiresolution
- discrete tomography
- probabilistic inference
- three dimensional
- inference in graphical models
- compressed sensing
- compressive sensing
- bayesian networks
- belief networks
- independent component analysis
- inference engine
- exact solution
- dynamic bayesian networks
- spectral analysis
- reconstruction process
- junction tree
- band limited
- neural network
- topological spaces
- preprocessing
- high resolution
- tomographic reconstruction
- probability distribution
- image quality
- blind source separation
- x ray