Editors:
- Follow-up to the previous publication Imaging Spectrometry - Basic Principles and Prospective Applications (2001) by the same Editors
- Shift from spectrally based techniques to spatial-based approaches
- Includes supplementary material: sn.pub/extras
Part of the book series: Remote Sensing and Digital Image Processing (RDIP, volume 5)
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Table of contents (15 chapters)
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Front Matter
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Back Matter
About this book
Remote Sensing image analysis is mostly done using only spectral information on a pixel by pixel basis. Information captured in neighbouring cells, or information about patterns surrounding the pixel of interest often provides useful supplementary information. This book presents a wide range of innovative and advanced image processing methods for including spatial information, captured by neighbouring pixels in remotely sensed images, to improve image interpretation or image classification. Presented methods include different types of variogram analysis, various methods for texture quantification, smart kernel operators, pattern recognition techniques, image segmentation methods, sub-pixel methods, wavelets and advanced spectral mixture analysis techniques. Apart from explaining the working methods in detail a wide range of applications is presented covering land cover and land use mapping, environmental applications such as heavy metal pollution, urban mapping and geological applications to detect hydrocarbon seeps.
The book is meant for professionals, PhD students and graduates who use remote sensing image analysis, image interpretation and image classification in their work related to disciplines such as geography, geology, botany, ecology, forestry, cartography, soil science, engineering and urban and regional planning.
Editors and Affiliations
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Department of Physical Geography, Faculty of Geosciences, Utrecht University, The Netherlands
Steven M. De Jong, Freek D. Van der Meer
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Department of Earth Systems Analysis, International Institute for Geo-Information Science and Earth Observation (ITC), Enschede, The Netherlands
Freek D. Van der Meer
Bibliographic Information
Book Title: Remote Sensing Image Analysis: Including the Spatial Domain
Editors: Steven M. De Jong, Freek D. Van der Meer
Series Title: Remote Sensing and Digital Image Processing
DOI: https://doi.org/10.1007/978-1-4020-2560-0
Publisher: Springer Dordrecht
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eBook Packages: Springer Book Archive
Copyright Information: Springer Science+Business Media Dordrecht 2004
Hardcover ISBN: 978-1-4020-2559-4Published: 17 August 2004
Softcover ISBN: 978-94-017-4061-6Published: 13 November 2013
eBook ISBN: 978-1-4020-2560-0Published: 26 July 2007
Series ISSN: 1567-3200
Series E-ISSN: 2215-1842
Edition Number: 1
Number of Pages: XV, 359
Number of Illustrations: 164 b/w illustrations
Topics: Optics, Lasers, Photonics, Optical Devices, Science, Humanities and Social Sciences, multidisciplinary, Popular Science in Nature and Environment, Remote Sensing/Photogrammetry, Geology, Geotechnical Engineering & Applied Earth Sciences