Signal and Image Processing for Remote Sensing (Signal and Image Processing of Earth Observations)

by: C.H. Chen (Editor)

Publisher: CRC Press

Edition: 3rd

Publication Date: 2024/6/11

Language: English

Print Length: 414 pages

ISBN-10: 1032437413

ISBN-13: 9781032437415

Book Description

Advances in signal and image processing for remote sensing have been tremendous in recent years. The progress has been particularly significant with the use of deep leaing based techniques to solve remote sensing problems. These advancements are the focus of this third edition of Signal and Image Processing for Remote Sensing. It emphasizes the use of machine leaing approaches for the extraction of remote sensing information. Other topics include change detection in remote sensing and compressed sensing. With 19 new chapters written by world leaders in the field, this book provides an authoritative examination and offers a unique point of view on signal and image processing.FeaturesIncludes all new content and does not replace the previous editionCovers machine leaing approaches in both signal and image processing for remote sensingStudies deep leaing methods for remote sensing information extraction that is found in other booksExplains SAR, microwave, seismic, GPR, and hyperspectral sensors and all sensors consideredDiscusses improved patte classification approaches and compressed sensing approachesProvides ample examples of each aspect of both signal and image processingThis book is intended for university academics, researchers, postgraduate students, industry, and govement professionals who use remote sensing and its applications.

About the Author

Advances in signal and image processing for remote sensing have been tremendous in recent years. The progress has been particularly significant with the use of deep leaing based techniques to solve remote sensing problems. These advancements are the focus of this third edition of Signal and Image Processing for Remote Sensing. It emphasizes the use of machine leaing approaches for the extraction of remote sensing information. Other topics include change detection in remote sensing and compressed sensing. With 19 new chapters written by world leaders in the field, this book provides an authoritative examination and offers a unique point of view on signal and image processing.FeaturesIncludes all new content and does not replace the previous editionCovers machine leaing approaches in both signal and image processing for remote sensingStudies deep leaing methods for remote sensing information extraction that is found in other booksExplains SAR, microwave, seismic, GPR, and hyperspectral sensors and all sensors consideredDiscusses improved patte classification approaches and compressed sensing approachesProvides ample examples of each aspect of both signal and image processingThis book is intended for university academics, researchers, postgraduate students, industry, and govement professionals who use remote sensing and its applications.