DescriptionDedicated to remote sensing images, from their acquisition to their use in various applications, this book covers the global lifecycle of images, including sensors and acquisition systems, applications such as movement monitoring or data assimilation, and image and data processing.
It is organized in three main parts. The first part presents technological information about remote sensing (choice of satellite orbit and sensors) and elements of physics related to sensing (optics and microwave propagation). The second part presents image processing algorithms and their specificities for radar or optical, multi and hyper-spectral images. The final part is devoted to applications: change detection and analysis of time series, elevation measurement, displacement measurement and data assimilation.
Offering a comprehensive survey of the domain of remote sensing imagery with a multi-disciplinary approach, this book is suitable for graduate students and engineers, with backgrounds either in computer science and applied math (signal and image processing) or geo-physics.
About the Authors
Florence Tupin is Professor at Telecom ParisTech, France. Her research interests include remote sensing imagery, image analysis and interpretation, three-dimensional reconstruction, and synthetic aperture radar, especially for urban remote sensing applications.
Jordi Inglada works at the Centre National d’Études Spatiales (French Space Agency), Toulouse, France, in the field of remote sensing image processing at the CESBIO laboratory. He is in charge of the development of image processing algorithms for the operational exploitation of Earth observation images, mainly in the field of multi-temporal image analysis for land use and cover change.
Jean-Marie Nicolas is Professor at Telecom ParisTech in the Signal and Imaging department. His research interests include the modeling and processing of synthetic aperture radar images.
Part 1. Systems, Sensors and Acquisitions 1
Chapter 1. Systems and Constraints 3
Chapter 2. Image Geometry and Registration 33
Jean-Marie Nicolas and Jordi Inglada
Chapter 3. The Physics of Optical Remote Sensing 53
Chapter 4. The Physics of Radar Measurement 83
Part 2. Physics and Data Processing 123
Chapter 5. Image Processing Techniques for Remote Sensing 125
Florence Tupin, Jordi Inglada and Grégoire Mercier
Chapter 6. Passive Optical Data Processing 155
Chapter 7. Models and Processing of Radar Signals 181
Florence Tupin, Jean-Marie Nicolas and Jean-Claude Souyris
Part 3. Applications: Measures, Extraction, Combination and Information Fusion 203
Chapter 8. Analysis of Multi-Temporal Series and Change Detection 205
Grégoire Mercier and Florence Tupin
Chapter 9. Elevation Measurements 223
Michel Roux, Olivier De Joinville, Florence Tupin and Jean-Marie Nicolas
Chapter 10. Displacement Measurements 251
Yajing Yan, Virginie Pinel, Flavien Vernier and Emmanuel Trouvé
Chapter 11. Data Assimilation for the Monitoring of Continental Surfaces 283
Lionel Jarlan and Gilles Boulet
List of Authors 347