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Moser, Gabriele

Mathematical Models for Remote Sensing Image Processing

Moser, Gabriele - Mathematical Models for Remote Sensing Image Processing, ebook

199,90€

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ISBN: 9783319663302
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Table of contents

1. Mathematical Models and Methods for Remote Sensing Image Analysis: An Introduction
Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico, Jon A. Benediktsson

2. Models for Hyperspectral Image Analysis: From Unmixing to Object-Based Classification
Emmanuel Maggiori, Antonio Plaza, Yuliya Tarabalka

3. Very High Spatial Resolution Optical Imagery: Tree-Based Methods and Multi-temporal Models for Mining and Analysis
Fabio Pacifici, Georgios K. Ouzounis, Lionel Gueguen, Giovanni Marchisio, William J. Emery

4. Very-High-Resolution and Interferometric SAR: Markovian and Patch-Based Non-local Mathematical Models
Charles-Alban Deledalle, Loïc Denis, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi, Florence Tupin

5. Polarimetric SAR Modelling: Mellin Kind Statistics and Time-Frequency Analysis
Torbjørn Eltoft, Laurent Ferro-Famil, Stian N. Anfinsen, Anthony P. Doulgeris

6. Remote Sensing Data Fusion: Guided Filter-Based Hyperspectral Pansharpening and Graph-Based Feature-Level Fusion
Wenzhi Liao, Jocelyn Chanussot, Wilfried Philips

7. Remote Sensing Data Fusion: Markov Models and Mathematical Morphology for Multisensor, Multiresolution, and Multiscale Image Classification
Jon A. Benediktsson, Gabriele Cavallaro, Nicola Falco, Ihsen Hedhli, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

8. Change Detection in Multitemporal Images Through Single- and Multi-scale Approaches
Bruno Aiazzi, Francesca Bovolo, Lorenzo Bruzzone, Andrea Garzelli, Davide Pirrone, Claudia Zoppetti

9. Satellite Image Time Series: Mathematical Models for Data Mining and Missing Data Restoration
Nicolas Méger, Edoardo Pasolli, Christophe Rigotti, Emmanuel Trouvé, Farid Melgani

10. Advances in Kernel Machines for Image Classification and Biophysical Parameter Retrieval
Devis Tuia, Michele Volpi, Jochem Verrelst, Gustau Camps-Valls

Keywords: Engineering, Signal, Image and Speech Processing, Mathematical Modeling and Industrial Mathematics, Optics, Lasers, Photonics, Optical Devices, Remote Sensing/Photogrammetry

Editor
 
Publisher
Springer
Publication year
2018
Language
en
Edition
1
Series
Signals and Communication Technology
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319663302
Printed ISBN
978-3-319-66328-9

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