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Multispectral Satellite Image Understanding
Cem ÜnsalanKim L. Boyer
其他書名
From Land Classification to Building and Road Detection
出版Springer Science & Business Media, 2011-05-18
主題Computers / Artificial Intelligence / Computer Vision & Pattern RecognitionComputers / Software Development & Engineering / GeneralComputers / Optical Data Processing
ISBN08572966719780857296672
URLhttp://books.google.com.hk/books?id=EqSXhc3NesUC&hl=&source=gbs_api
EBookSAMPLE
註釋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.