Multispectral Satellite Image Understanding
Ünsalan, Cem, Boyer, Kim L.
Produktnummer:
18ff1f36aa4b1d497ab6bd44cc2eb65978
| Autor: | Boyer, Kim L. Ünsalan, Cem |
|---|---|
| Themengebiete: | Building Detection Change Grading Computer Vision Land Use Classification Remote Sensing Road Detection Satellite Images Vegetation Indices |
| Veröffentlichungsdatum: | 15.07.2013 |
| EAN: | 9781447126560 |
| Sprache: | Englisch |
| Seitenzahl: | 186 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer London |
| Untertitel: | From Land Classification to Building and Road Detection |
Produktinformationen "Multispectral Satellite Image Understanding"
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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