Compressive Sensing of Earth Observations

Compressed sensing : from theory to praxis / Axel Flinth and Ali Hashemi and Gitta Kutyniok -- Compressive sensing on the sphere : Slepian functions for applications in geophysics / Zubair Khalid and Abubakr Muhamma -- CS-based high resolution imaging/tracking of targets and human vital signal detection behind walls / Ahmad Hoorfar, Ozlem Kilic, and Aly E. Fathy -- Recovery guarantees for high resolution radar sensing with compressive illumination / Nithin Sugavanam and Emre Ertin -- Compressive sensing for inverse synthetic aperture radar imaging / Alessio Bacci, Elisa Guusti, Sonia Tomei, D. Cataldo, Marco Martorella, and Fabrizo Berzzi -- A novel compressed sensing based algorithm for space-time signal processing using air-borne radars / Jing Liu, Mahendra Mallick, Feng Lian, and Kaiyu Huang -- Bayesian sparse estimation of radar targets in the compressed sensing framework / Stephanie Bidon, Marie Lasserre, and Francois Le Chevalier -- Virtual experiments and compressive sensing for subsurface microwave tomography / by Martina Bevacqua, Lorenza Crocco, Loreto Di Donato, Tommaso Isernia, and Robert a Palmeri -- Seismic source monitoring with compressed sensing / Ismael Vera Rodriguez and Mauricio D. Sacchi -- Seismic data regularization and imaging based on compressive sensing and sparse -- Optimization / Yanfei Wang and Jingjie Cao -- Land use classification with sparse models / Mohamed L. Mekhalfi, Farid Melgani, Yakoub Bazi, and Naif Alajlan -- Compressive sensing for reconstruction, classification, and detection of hypespectral images / Bing Zhang, Wei Li, Lianru Gao, and Xu Sun -- Structured abundance matrix estimation for land cover hyperspectral image unmixing / Paris V. Giampouras, Konstantinos E. Themelis, Athanasios A. Rontogiannis, and Konstantinos D. Koutroumbas -- Parallel coded aperture method for hyperspectral compressive sensing on GPU / Gabriel Martin, Jose Nascimento and Jose Bioucas-Dias -- Algorithms and prototyping of a compressive hyperspectral imager / Alessandro Barducci, Giulio Coluccia, Donatella Guzzi, Cinzia Lastri, Enrico Magli, Valentina Raimondi