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Change Detection Tools (Chapter 9)

Dekker, Rob and Künzer, Claudia and Reinartz, Peter and Lehner, Manfred and Niemeyer, Irmgard and Nussbaum, Sven and Lacroix, Vinciane and Sequeira, Vito and Stringa, Elena and Schoepfer, Elisabeth (2009) Change Detection Tools (Chapter 9). In: Remote Sensing from Space Springer. pp. 119-140. ISBN 978-1-4020-8483-6.

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Official URL: http://www.springer.com

Abstract

In this chapter a wide range of change detection tools is addressed. They are grouped into methods suitable for optical and multispectral data, synthetic aperture radar (SAR) images, and 3D data. Optical and multispectral methods include unsupervised approaches, supervised and knowledge-based approaches, pixel-based and object-oriented approaches, multivariate alteration detection, hyperspectral approaches, and approaches that deal with changes between optical images and existing vector data. Radar methods include constant false-alarm rate detection, adaptive filtering, multi-channel segmentation (an object-oriented approach), hybrid methods, and coherent change detection. 3D methods focus on tools that are able to deal with 3D information from ground based laser-ranging systems. LiDAR, and elevation models obtained from air/space borne optical and SAR data. Highlighted applications are landcover change, which is often one of the basic types of information to build analysis on, monitoring of nuclear safeguards, third-party interference close to infrastructures (or borders), and 3D analysis. What method to use is dependent on the sensor, the size of the changes in comparison with the resolution, their shape, textural properties, spectral properties, and behaviour in time, and the type of application. All these issues are discussed to be able to determine the right method, with references for further reading.

Item URL in elib:https://elib.dlr.de/60349/
Document Type:Book Section
Title:Change Detection Tools (Chapter 9)
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Dekker, RobTNOUNSPECIFIED
Künzer, ClaudiaClaudia.Kuenzer (at) dlr.deUNSPECIFIED
Reinartz, Peterpeter.reinartz (at) dlr.deUNSPECIFIED
Lehner, ManfredManfred.Lehner (at) dlr.deUNSPECIFIED
Niemeyer, IrmgardTU Bergakademie FreibergUNSPECIFIED
Nussbaum, SvenFZJUNSPECIFIED
Lacroix, VincianeRMAUNSPECIFIED
Sequeira, VitoRMAUNSPECIFIED
Stringa, ElenaJRCUNSPECIFIED
Schoepfer, Elisabethelisabeth.schoepfer (at) dlr.deUNSPECIFIED
Date:2009
Journal or Publication Title:Remote Sensing from Space
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 119-140
Editors:
EditorsEmail
Jasani, BhupendraKings College
Pesaresi, MartinoJRC
Schneiderbauer, StefanEURAC
Zeug, GunterJRC
Publisher:Springer
ISBN:978-1-4020-8483-6
Status:Published
Keywords:Change Detection, Earth Observation, Multispectral Imagery, Synthetic Aperture Radar, 3D Analysis
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W EO - Erdbeobachtung
DLR - Research area:Space
DLR - Program:W EO - Erdbeobachtung
DLR - Research theme (Project):W - Vorhaben Photogrammetrie und Bildanalyse (old)
Location: Oberpfaffenhofen
Institutes and Institutions:German Remote Sensing Data Center > Land Surface
Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Reinartz, Prof. Dr.. Peter
Deposited On:21 Oct 2009 08:05
Last Modified:31 Jul 2013 10:36

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