A Bayesian-Compressive-Sampling-Based Inversion for Imaging Sparse Scatterers.
Giacomo OliveriPaolo RoccaAndrea MassaPublished in: IEEE Trans. Geosci. Remote. Sens. (2011)
Keyphrases
- compressive sensing
- radio frequency
- phased array
- random projections
- sparse bayesian learning
- sparse representation
- image reconstruction
- imaging systems
- relevance vector machine
- bayesian networks
- bayesian learning
- image processing
- monte carlo
- high dimensional
- image analysis
- maximum likelihood
- sparse data
- signal processing
- medical imaging
- high resolution
- markov chain monte carlo
- bayesian inference
- posterior probability
- motion planning
- bayesian estimation
- optical imaging
- computer vision
- laplace transform
- atomic force microscopy
- light transport
- synthetic aperture radar
- posterior distribution
- sparse coding
- dimensionality reduction
- mobile robot