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Compressive Sensing of Earth Observations [electronic resource]

edited by C.H. Chen
Format
EBook; Book; Online
Published
Boca Raton, FL : Taylor & Francis, 2017.
Language
English
ISBN
9781498774376 (print : alk. paper)
Contents
  • 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.
Description
Mode of access: World wide Web.
Notes
Includes bibliographical references and index.
Copyright Not EvaluatedCopyright Not Evaluated
Technical Details
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  • Staff View

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    a| 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.
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