Remote sensing image analysis: including the spatial domain

Book Cover
Publisher:
Springer,
Pub. Date:
[2006]
Language:
English
Description

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.

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Grouping Information

Grouped Work ID 9c34640d-1a20-c93a-0767-fcc6c3ea5587
Grouping Title remote sensing image analysis including the spatial domain
Grouping Author steven m de jong and freek d van der meer
Grouping Category book
Last Grouping Update 2018-10-10 01:06:21AM
Last Indexed 2019-03-24 05:07:10AM

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auth_author2 Jong, Steven M. de, 1962-, Meer, Freek van der.
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owning_library_ccu Colorado Christian University Online
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primary_isbn 9781402025600
publishDate 2006
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series Remote sensing and digital image processing
series_with_volume Remote sensing and digital image processing|5
subject_facet Electronic books, Image processing -- Digital techniques, Remote-sensing images
title_display Remote sensing image analysis including the spatial domain
title_full Remote sensing image analysis [electronic resource] : including the spatial domain / edited by Steven M. de Jong and Freek D. van der Meer
title_short Remote sensing image analysis
title_sub including the spatial domain
topic_facet Digital techniques, Image processing