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Multispectral Satellite Image Understanding: From Land Classification to Building and Road Detection

Multispectral Satellite Image Understanding: From Land Classification to Building and Road Detection

Paperback

Series: Advances in Computer Vision and Pattern Recognition

General ComputersProgramming

ISBN10: 1447126564
ISBN13: 9781447126560
Publisher: Springer Nature
Published: Jul 15 2013
Pages: 186
Weight: 0.67
Height: 0.46 Width: 6.16 Depth: 9.14
Language: English
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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