Compressive Sensing of Earth Observations (Signal and Image Processing of Earth Observations)

Future remote sensing systems will make extensive use of Compressive Sensing (CS ) and will include CS as part of the system design. CS can be particularly important with increased high resolution sensor development and the enormous amount of earth observation data. CS exploits the sparsity of the remote sensing data and also allows reduced sampling. It can simplify considerably the remote sensing system design for data acquisition and speed up the process of extracting desired information from a large amount of data. The book provides a comprehensive and balanced coverage of the theory and applications of CS in all aspects of earth observations.