Multispectral Satellite Image Understanding

丛 书 名：Advances in Computer Vision and Pattern Recognition

版本说明：2011

作     者：Cem Ünsalan Kim L. Boyer 

I S B N：(纸本) 9780857296665 

出 版 社：Springer London 

出 版 年：2011年

摘      要：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.