Alparone / Aiazzi / Baronti Remote Sensing Image Fusion

1. Auflage 2015
ISBN: 978-1-4665-8750-2
Verlag: Taylor & Francis
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 342 Seiten

Reihe: Signal and Image Processing of Earth Observations

A synthesis of more than ten years of research by the authors, this book presents image fusion methods of remote sensing imagery. It provides a comprehensive classification and rigorous mathematical description of advanced and state-of-the-art methods for pan-sharpening of multispectral images and fusion of hyperspectral and panchromatic images. It details fusion of data from heterogeneous sensors such as optical and synthetic aperture radar (SAR) images and integration of thermal and visible/near-infrared images. It also addresses fusion methods exploiting new trends of signal/image processing, like sparse signal representations, compressive sensing, and convex/nonconvex optimization.

Zielgruppe

Academics and graduate students in electronic enginering using remote sensing for projects related to environmental science, climate science, maritime science, and geophysics

Autoren/Hrsg.

Alparone, Luciano

Aiazzi, Bruno

Baronti, Stefano

Garzelli, Andrea

Fachgebiete

• Geowissenschaften Geologie Geophysik

Inhaltsverzeichnis

Introduction. Sensors and Image Data Products. Quality Assessment. Image Resembling and Registration. Pan-Sharpening of Multi-Spectral Image Data. Pan-Sharpening of hyper-Spectral Image Data. Aliasing and Misregistration Effects in Pan-Sharpening. Integration of Images from Heterogeneous Sensors. New Trends.