Remote Sensing Image Analysis: Including the Spatial Domain

Remote Sensing Image Analysis: Including the Spatial Domain
Author: Steven M. de Jong
Publisher: Springer Science & Business Media
Total Pages: 370
Release: 2007-07-26
Genre: Science
ISBN: 1402025602

Download Remote Sensing Image Analysis: Including the Spatial Domain Book in PDF, Epub and Kindle

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.


Remote Sensing Image Analysis: Including the Spatial Domain
Language: en
Pages: 370
Authors: Steven M. de Jong
Categories: Science
Type: BOOK - Published: 2007-07-26 - Publisher: Springer Science & Business Media

GET EBOOK

Remote Sensing image analysis is mostly done using only spectral information on a pixel by pixel basis. Information captured in neighbouring cells, or informati
Remote Sensing Digital Image Analysis
Language: en
Pages: 503
Authors: John A. Richards
Categories: Technology & Engineering
Type: BOOK - Published: 2012-09-13 - Publisher: Springer Science & Business Media

GET EBOOK

Remote Sensing Digital Image Analysis provides the non-specialist with an introduction to quantitative evaluation of satellite and aircraft derived remotely ret
Remote Sensing Digital Image Analysis
Language: en
Pages: 297
Authors: John A. Richards
Categories: Technology & Engineering
Type: BOOK - Published: 2013-04-17 - Publisher: Springer Science & Business Media

GET EBOOK

With the widespread availability of satellite and aircraft remote sensing image data in digital form, and the ready access most remote sensing practitioners hav
Object-Based Image Analysis
Language: en
Pages: 804
Authors: Thomas Blaschke
Categories: Science
Type: BOOK - Published: 2008-08-09 - Publisher: Springer Science & Business Media

GET EBOOK

This book brings together a collection of invited interdisciplinary persp- tives on the recent topic of Object-based Image Analysis (OBIA). Its c- st tent is ba
Remote Sensing Digital Image Analysis
Language: en
Pages: 368
Authors: John Alan Richards
Categories: Image processing
Type: BOOK - Published: 1993 - Publisher: Springer

GET EBOOK

Remote Sensing Digital Image Analysis provides the non-specialist with an introduction to quantitative evaluation of satellite and aircraft derived remotely ret