Multispectral Satellite Image Understanding

From Land Classification to Building and Road Detection de

,

Éditeur :

Springer


Collection :

Advances in Computer Vision and Pattern Recognition

Paru le : 2011-05-18

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Description
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.
Pages
186 pages
Collection
Advances in Computer Vision and Pattern Recognition
Parution
2011-05-18
Marque
Springer
EAN papier
9780857296665
EAN EPUB
9780857296672

Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
18
Taille du fichier
6298 Ko
Prix
137,14 €