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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