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Rapid Change Detection Algorithm for Disaster Management

Michel, U. and Thuning, H. and Ehlers, M. and Reinartz, Peter (2012) Rapid Change Detection Algorithm for Disaster Management. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, I-4, pp. 107-111. Copernicus Publications. XXII ISPRS Congress 2012, 25. Aug. – 01. Sep. 2012, Melbourne, Australia. ISSN doi:10.5194/isprsannals-I-4-107-2012

Full text not available from this repository.

Official URL: http://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/I-4/107/2012/

Abstract

This paper focuses on change detection applications in areas where catastrophic events took place which resulted in rapid destruction especially of manmade objects. Standard methods for automated change detection prove not to be sufficient; therefore a new method was developed and tested. The presented method allows a fast detection and visualization of change in areas of crisis or catastrophes. While often new methods of remote sensing are developed without user oriented aspects, organizations and authorities are not able to use these methods because of absence of remote sensing know how. Therefore a semi-automated procedure was developed. Within a transferable framework, the developed algorithm can be implemented for a set of remote sensing data among different investigation areas. Several case studies are the base for the retrieved results. Within a coarse dividing into statistical parts and the segmentation in meaningful objects, the framework is able to deal with different types of change. By means of an elaborated Temporal Change Index (TCI) only panchromatic datasets are used to extract areas which are destroyed, areas which were not affected and in addition areas where rebuilding has already started.

Item URL in elib:https://elib.dlr.de/78937/
Document Type:Conference or Workshop Item (Speech, Paper)
Title:Rapid Change Detection Algorithm for Disaster Management
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Michel, U.michel (at) ph-heidelberg.deUNSPECIFIED
Thuning, H.thuning (at) ph-heidelberg.deUNSPECIFIED
Ehlers, M.Uni Osnabrück, GermanyUNSPECIFIED
Reinartz, Peterpeter.reinartz (at) dlr.deUNSPECIFIED
Date:July 2012
Journal or Publication Title:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:No
In ISI Web of Science:No
Volume:I-4
Page Range:pp. 107-111
Editors:
EditorsEmail
Shortis, M.UNSPECIFIED
Madden, M.UNSPECIFIED
Publisher:Copernicus Publications
Series Name:ISPRS Annals
ISSN:doi:10.5194/isprsannals-I-4-107-2012
Status:Published
Keywords:Change Detection, Disaster Management, Classification, Segmentation, Monitoring, Knowledge
Event Title:XXII ISPRS Congress 2012
Event Location:Melbourne, Australia
Event Type:international Conference
Event Dates:25. Aug. – 01. Sep. 2012
Organizer:International Society of Photogrammetry and Remote Sensing
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Vorhaben hochauflösende Fernerkundungsverfahren
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By:INVALID USER
Deposited On:27 Nov 2012 07:42
Last Modified:27 Nov 2012 07:42

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