书目名称 | Multispectral Satellite Image Understanding |
副标题 | From Land Classifica |
编辑 | Cem Ünsalan,Kim L. Boyer |
视频video | |
概述 | Provides in-depth coverage of novel computer vision methods for remote sensing applications.Includes end-of-chapter summaries and review questions.With a Foreword by Prof. Dr. Peter Reinartz of the Ge |
丛书名称 | Advances in Computer Vision and Pattern Recognition |
图书封面 |  |
描述 | 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. |
出版日期 | Book 2011 |
关键词 | Building Detection; Change Grading; Computer Vision; Land Use Classification; Remote Sensing; Road Detect |
版次 | 1 |
doi | https://doi.org/10.1007/978-0-85729-667-2 |
isbn_softcover | 978-1-4471-2656-0 |
isbn_ebook | 978-0-85729-667-2Series ISSN 2191-6586 Series E-ISSN 2191-6594 |
issn_series | 2191-6586 |
copyright | Springer-Verlag London Limited 2011 |