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Towards operational near real time oil spill detection service using polarimetric TerraSAR-X images

Singha, Suman and Velotto, Domenico and Lehner, Susanne (2015) Towards operational near real time oil spill detection service using polarimetric TerraSAR-X images. In: Proceedings of the POLINSAR 2015, SP-729, pp. 1-6. ESA Communications. ESA PolinSAR 2015, 26.-30. Jan. 2015, Frascati, Italien. ISBN 978-92-9221-293-3 ISSN 1609-042X

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Official URL: http://www.spacebooks-online.com/product_info.php?cPath=104&products_id=17603

Abstract

Exploitation of polarimetric features for oil spill detection is relatively new and until recently those properties were not exploited for operational services. This paper describes the development of a Near Real Time (NRT) oil spill detection processing chain using coherent dual-polarimetric (co-polarized channels, i.e. HH/VV) TerraSAR-X images. Proposed methodology introduces for the first time a combination of traditional and polarimetric features for object-based oil spill and look-alike discrimination. A total number of 35 feature parameters were extracted from 225 oil spill and 26 look-alikes. Extracted features are then used for training and validation of a decision tree classifier. Initial performance estimation was carried out for the proposed methodology on a large dataset acquired over well-known platform location in order to evaluate its suitability for NRT operational service.

Item URL in elib:https://elib.dlr.de/95393/
Document Type:Conference or Workshop Item (Poster)
Additional Information:Publication on DVD
Title:Towards operational near real time oil spill detection service using polarimetric TerraSAR-X images
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Singha, SumanSuman.Singha (at) dlr.deUNSPECIFIED
Velotto, DomenicoDomenico.Velotto (at) dlr.deUNSPECIFIED
Lehner, SusanneSusanne.Lehner (at) dlr.deUNSPECIFIED
Date:April 2015
Journal or Publication Title:Proceedings of the POLINSAR 2015
Refereed publication:No
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:SP-729
Page Range:pp. 1-6
Editors:
EditorsEmail
Ouwehand, L.UNSPECIFIED
Publisher:ESA Communications
Series Name:ESA Special Publications
ISSN:1609-042X
ISBN:978-92-9221-293-3
Status:Published
Keywords:Polarimetric Oil spill detection; Feature Extraction; Near Real Time Services;
Event Title:ESA PolinSAR 2015
Event Location:Frascati, Italien
Event Type:international Conference
Event Dates:26.-30. Jan. 2015
Organizer:ESA
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 Entwicklung und Erprobung von Verfahren zur Gewässerfernerkundung (old)
Location: Bremen , Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > SAR Signal Processing
Remote Sensing Technology Institute
Deposited By: Kaps, Ruth
Deposited On:26 Feb 2015 10:57
Last Modified:12 Jan 2016 16:35

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