Remote Sensing Image Analysis: Including the Spatial Domain

Remote Sensing Image Analysis: Including the Spatial Domain pdf epub mobi txt 电子书 下载 2025

出版者:Kluwer Academic Pub
作者:de Jong, Steven M. (EDT)/ van der Meer, Freek D. (EDT)
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页数:359
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出版时间:
价格:139
装帧:HRD
isbn号码:9781402025594
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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.

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