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A Remote Sensing Image Processing Framework for Damage Assessment in a Forest Fire Scenario

Popescu, Anca and Vaduva, Corina and Faur, Daniela and Gavat, Inge and Datcu, Mihai (2012) A Remote Sensing Image Processing Framework for Damage Assessment in a Forest Fire Scenario. In: Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012), pp. 2496-2500. IEEE Xplore. EUSIPCO 2012, 27.-31. Aug. 2012, Bucharest, Romania. ISBN 978-1-4673-1068-0 (p) ISSN 2219-5491

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Official URL: http://http://www.eurasip.org/Proceedings/Eusipco/Eusipco2012/Conference/papers/1569583673.pdf


In natural hazards management applications Earth Observation (EO) image processing methods are based on segmentation and classification. The result primary consists of thematic maps which are readily interpretable. We propose a complete EO image processing chain, which generates an end product with increased information content organized in thematic layers. The processing chain integrates four main components: image classification, identification of high anomaly areas relative to the entire scene context, spectral and texture change detection, and the integration of different information layers. The processing chain was tested in a fire management scenario, using a pair of Landsat5-TM images for the Pagami Creek forest fire which was active from August to October 2011.

Item URL in elib:https://elib.dlr.de/79172/
Document Type:Conference or Workshop Item (Speech, Paper)
Title:A Remote Sensing Image Processing Framework for Damage Assessment in a Forest Fire Scenario
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Popescu, AncaPolitehnica University of Bucharest, RomaniaUNSPECIFIED
Vaduva, CorinaPolitehnica University of Bucharest, RomaniaUNSPECIFIED
Faur, DanielaPolitehnica University of Bucharest, RomaniaUNSPECIFIED
Gavat, IngePolitehnica University of Bucharest, RomaniaUNSPECIFIED
Datcu, Mihaimihai.datcu (at) dlr.deUNSPECIFIED
Date:15 May 2012
Journal or Publication Title:Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012)
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In ISI Web of Science:No
Page Range:pp. 2496-2500
Publisher:IEEE Xplore
ISBN:978-1-4673-1068-0 (p)
Keywords:Image anomaly/change detection , Information theoretical measures , Natural hazards management
Event Title:EUSIPCO 2012
Event Location:Bucharest, Romania
Event Type:international Conference
Event Dates:27.-31. Aug. 2012
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 On:29 Nov 2012 14:09
Last Modified:29 Nov 2012 15:50

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