Compressive Sensing of Earth Observations

Preface. Editor. Contributors. 1 Compressed Sensing: From Theory to Praxis. 2 Compressive Sensing on the Sphere: Slepian Functions for Applications in Geophysics. 3 Compressive Sensing-Based High Resolution Imaging and Tracking of Targets and Human Vital Sign Detection behind Walls. 4 Recovery Guarantees for High Resolution Radar Sensing with Compressive Illumination. 5 Compressive Sensing for Inverse Synthetic Aperture Radar Imaging. 6 A Novel Compressed Sensing-Based Algorithm for Space-Time Signal Processing Using Airborne Radars. 7 Bayesian Sparse Estimation of Radar Targets in the Compressed Sensing Framework. 8 Virtual Experiments and Compressive Sensing for Subsurface Microwave Tomography. 9 Seismic Source Monitoring with Compressed Sensing. 10 Seismic Data Regularization and Imaging Based on Compressive Sensing and Sparse Optimization. 11 Land Use Classification with Sparse Models. 12 Compressive Sensing for Reconstruction, Classification, and Detection of Hyperspectral Images. 13 Structured Abundance Matrix Estimation for Land Cover Hyperspectral Image Unmixing. 14 Parallel Coded Aperture Method for Hyperspectral Compressive Sensing on GPU. 15 Algorithms and Prototyping of a Compressive Hyperspectral Imager. Index.