Compressive Sensing of Earth Observations

1st Edition

C.H. Chen

CRC Press
Published June 1, 2017
Reference - 366 Pages - 25 Color & 75 B/W Illustrations
ISBN 9781498774376 - CAT# K29608
Series: Signal and Image Processing of Earth Observations

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Summary

Future remote sensing systems will make extensive use of Compressive Sensing (CS) as it becomes more integrated into the system design with increased high resolution sensor developments and the rising earth observation data generated each year. Written by leading experts in the field Compressive Sensing of Earth Observations provides a comprehensive and balanced coverage of the theory and applications of CS in all aspects of earth observations. This work covers a myriad of practical aspects such as the use of CS in detection of human vital signs in a cluttered environment and the corresponding modeling of rib-cage breathing. Readers are also presented with three different applications of CS to the ISAR imaging problem, which includes image reconstruction from compressed data, resolution enhancement, and image reconstruction from incomplete data.

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