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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Multispectral Satellite Image Understanding
• Subtitle: From Land Classification to Building and Road Detection
• Author: Cem Ünsalan, Kim L. Boyer
• Language: English
• Binding: Hardback
• Number of pages: 186
• EAN: 9780857296665
• ISBN: 0857296663
• ID: 01400035
• Publisher: Springer London Ltd
• Weight: 442 g
• Dimensions: 242 × 160 × 15 mm
• Date of publishing: 20. May 2011

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