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Multi Temporal Analysis of Floods and Tsunami Effects: Annotation and Quantitative Analysis

Faur, Daniela and Espinoza-Molina, Daniela and Gavat, Inge and Datcu, Mihai (2013) Multi Temporal Analysis of Floods and Tsunami Effects: Annotation and Quantitative Analysis. In: MultiTemp 2013 Conference Proceedings, pp. 1-4. IEEE Xplore. MultiTemp 2013, 25.-27. June 2013, Banff, Alberta, Canada.

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Official URL: http://geog.ucalgary.ca/multitemp2013/sites/geog.ucalgary.ca.multitemp2013/files/multitemp_2013_final_program_-_june_27.pdf

Abstract

This paper addresses the problem of multitemporal analysis of an available TerraSAR-X data time series covering the Sendai region in order to assess flood extent and damages caused by Tohuku-oki tsunami. Over the last decade the use of Earth Observation satellites to support disaster and emergency relief has considerably grown. In order to fully exploit highresolution satellite images, a method based on patches (each image is divided into non-overlapping tiles) is proposed to extract relevant contextual information. The local features of each patch act as a compact content descriptor. Further on, considering the available descriptors, the next step is to cluster the data in order to find similar semantic classes. The SVM classifier implements the concept of query by example using image content. The results include well-defined semantic classes, derived through semiautomatic methods thus developing an effective approach to the multitemporal analysis.

Item URL in elib:https://elib.dlr.de/88795/
Document Type:Conference or Workshop Item (Poster)
Title:Multi Temporal Analysis of Floods and Tsunami Effects: Annotation and Quantitative Analysis
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Faur, DanielaUniversity Politehnica BucharestUNSPECIFIED
Espinoza-Molina, Danieladaniela.espinozamolina (at) dlr.deUNSPECIFIED
Gavat, IngeUniversity Politehnica BucharestUNSPECIFIED
Datcu, MihaiMihai.Datcu (at) dlr.deUNSPECIFIED
Date:2013
Journal or Publication Title:MultiTemp 2013 Conference Proceedings
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 1-4
Publisher:IEEE Xplore
Status:Published
Keywords:TerraSAR-X data time series, Tsunami effects
Event Title:MultiTemp 2013
Event Location:Banff, Alberta, Canada
Event Type:international Conference
Event Dates:25.-27. June 2013
Organizer:University of Calgary
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:11 Apr 2014 13:54
Last Modified:31 Jul 2019 19:45

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