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Multispectral Satellite Image Understanding

From Land Classification to Building and Road Detection
 Previously published in hardcover
Sofort lieferbar | Lieferzeit:3-5 Tage I
ISBN-13:
9781447126560
Einband:
Previously published in hardcover
Erscheinungsdatum:
15.07.2013
Seiten:
204
Autor:
Kim L. Boyer
Gewicht:
316 g
Format:
235x155x11 mm
Sprache:
Englisch
Beschreibung:

Provides in-depth coverage of novel computer vision methods for remote sensing applications
Introduction
This book presents a comprehensive review of image processing methods, for the analysis of land use in residential areas. Combining a theoretical framework with highly practical applications, the book describes a system for the effective detection of single houses and streets in very high resolution. Topics and features: with a Foreword by Prof. Dr. Peter Reinartz of the German Aerospace Center; provides end-of-chapter summaries and review questions; presents a detailed review on remote sensing satellites; examines the multispectral information that can be obtained from satellite images, with a focus on vegetation and shadow-water indices; investigates methods for land-use classification, introducing precise graph theoretical measures over panchromatic images; addresses the problem of detecting residential regions; describes a house and street network-detection subsystem; concludes with a summary of the key ideas covered in the book.

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