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.
Epub (Kobo), Epub (Adobe)
Publication Date: 23/05/2016
- ISBN:
- 9780857296672
- 9780857296672
- Category:
- Image processing
- Format:
- Epub (Kobo), Epub (Adobe)
- Publication Date:
- 23-05-2016
- Language:
- English
- Publisher:
- Springer London
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