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Signal and Image Processing for Remote Sensing : Signal and Image Processing of Earth Observations - C.H. Chen

Signal and Image Processing for Remote Sensing

By: C.H. Chen

eText | 11 June 2024 | Edition Number 3

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New Edition
Published: 15th April 2024

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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 learning 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 learning 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.

Features

  • Includes all new content and does not replace the previous edition
  • Covers machine learning approaches in both signal and image processing for remote sensing
  • Studies deep learning methods for remote sensing information extraction that is found in other books
  • Explains SAR, microwave, seismic, GPR, and hyperspectral sensors and all sensors considered
  • Discusses improved pattern classification approaches and compressed sensing approaches
  • Provides ample examples of each aspect of both signal and image processing

This book is intended for university academics, researchers, postgraduate students, industry, and government professionals who use remote sensing and its applications.

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You Can Find This eBook In

Non-FictionComputing & I.T.Computer ScienceSystems Analysis & DesignEngineering & TechnologyEnvironmental ScienceImage ProcessingEarth Sciences, Geography, Environment, PlanningGeographyGeographical Information Systems GIS & Remote SensingEnergy Technology & EngineeringElectrical Engineering
Electronics & Communications EngineeringElectronics EngineeringAutomatic Control EngineeringHuman GeographyCommunications Engineering & TelecommunicationsInformation Technology General Issue

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