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 ID9c34640d-1a20-c93a-0767-fcc6c3ea5587
Grouping Titleremote sensing image analysis including the spatial domain
Grouping Authorsteven m de jong and freek d van der meer
Grouping Categorybook
Last Grouping Update2019-12-03 18:08:28PM
Last Indexed2019-12-14 03:30:56AM

Solr Details

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auth_author2Jong, Steven M. de, 1962-
Meer, Freek van der.
author2-roleJong, Steven M. de,1962-
Meer, Freek van der.
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owning_library_ccuColorado Christian University Online
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Bib IdFormatFormat CategoryEditionLanguagePublisherPublication DatePhysical Description
external_econtent:ils:.b29533284eBookeBookEnglishSpringer, [2006]xv, 359 pages : illustrations, maps, portraits ; 25 cm + 1 CD-ROM (color ; 4 3/4 in.)
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Bib IdItem IdGrouped StatusStatusLocally OwnedAvailableHoldableBookableIn Library Use OnlyLibrary OwnedHoldable PTypesBookable PTypesLocal Url
external_econtent:ils:.b29533284.i7172915xAvailable OnlineAvailable Onlinefalsetruefalsefalsefalsetrue
seriesRemote sensing and digital image processing
series_with_volumeRemote sensing and digital image processing|5
subject_facetElectronic books
Image processing -- Digital techniques
Remote-sensing images
title_displayRemote sensing image analysis : including the spatial domain
title_fullRemote sensing image analysis [electronic resource] : including the spatial domain / edited by Steven M. de Jong and Freek D. van der Meer
title_shortRemote sensing image analysis
title_subincluding the spatial domain
topic_facetDigital techniques
Image processing