Remote Sensing Image Analysis: Including the Spatial Domain

Name: Remote Sensing Image Analysis: Including the Spatial Domain
SKU: 21812061
Price: 272.99 AUD
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Paperback / softback

Series:

Remote Sensing and Digital Image Processing

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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.

Release date Australia

November 13th, 2013

Audience

Professional & Vocational

Contributors

Edited by Freek D.van der Meer
Edited by Steven M. de Jong

Edition

Softcover reprint of the original 1st ed. 2004

Illustrations

164 Illustrations, black and white; XV, 359 p. 164 illus.

Pages

359

Series

Remote Sensing and Digital Image Processing

Dimensions

156x234x19

ISBN-13

9789401740616

Product ID

21812061

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