Object-Based Image Analysis
Spatial Concepts for Knowledge-Driven Remote Sensing Applications
Editors: Blaschke, Thomas, Lang, Stefan, Hay, Geoffrey (Eds.)
Free Preview- Discusses means, technologies and approaches related to the processing and analysis of multi-sensor, multi-resolution data with a focus on the generation, modelling and classification of objects
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- About this book
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Advances in earth observations sensors and GIScience have led to the emerging fields of Object-based Image Analysis (OBIA). The need for timely and accurate geo-spatial information is steadily increasing. This book discusses means, technologies and approaches related to the processing and analysis of multi-sensor, multi-resolution data with a focus on the generation, modelling and classification of objects. In high resolution images these objects are typically derived through regionalisation principles. The advancement of feature recognition and advanced image analysis techniques facilitate the extraction of thematic information for policy making support and informed decisions. The applications also address the integration of Geographic Information and the concurrent developments of GIScience and vanquish limitations of pixelwise image processing by exploiting image information context-driven and "intelligently".
- Table of contents (43 chapters)
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Object-based image analysis for remote sensing applications: modeling reality – dealing with complexity
Pages 3-27
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Progressing from object-based to object-oriented image analysis
Pages 29-42
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An object-based cellular automata model to mitigate scale dependency
Pages 43-73
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Geographic Object-Based Image Analysis (GEOBIA): A new name for a new discipline
Pages 75-89
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Image objects and geographic objects
Pages 91-110
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Table of contents (43 chapters)
- Download Preface 1 PDF (204.2 KB)
- Download Sample pages 1 PDF (2.5 MB)
- Download Table of contents PDF (231.9 KB)
Bibliographic Information
- Bibliographic Information
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- Book Title
- Object-Based Image Analysis
- Book Subtitle
- Spatial Concepts for Knowledge-Driven Remote Sensing Applications
- Editors
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- Thomas Blaschke
- Stefan Lang
- Geoffrey Hay
- Series Title
- Lecture Notes in Geoinformation and Cartography
- Copyright
- 2008
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-540-77058-9
- DOI
- 10.1007/978-3-540-77058-9
- Hardcover ISBN
- 978-3-540-77057-2
- Softcover ISBN
- 978-3-662-50146-7
- Series ISSN
- 1863-2246
- Edition Number
- 1
- Number of Pages
- XVII, 817
- Topics
