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Item Details
Title: REMOTE SENSING IMAGE ANALYSIS: INCLUDING THE SPATIAL DOMAIN
By: Steven M. de Jong (Editor), Freek D. van der Meer (Editor)
Format: Paperback

List price: £79.99


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ISBN 10: 9401740615
ISBN 13: 9789401740616
Publisher: SPRINGER
Pub. date: 31 May, 2013
Edition: Softcover reprint of the original 1st ed. 2004
Series: Remote Sensing and Digital Image Processing 5
Pages: 359
Description: Including a CD-ROM with colour images printed in B&W in the book itself
Synopsis: 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.
Illustrations: 164 Illustrations, black and white; XV, 359 p. 164 illus.
Publication: Netherlands
Imprint: Springer
Returns: Returnable
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