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Creating a Reference Data Set for Satellite Image Content Based Retrieval

Murillo, Ambar and Nistor, Nicolae and Datcu, Mihai (2014) Creating a Reference Data Set for Satellite Image Content Based Retrieval. In: Proceedings of the 2014 Conference on Big Data from Space (BiDS'14), pp. 71-75. Publications Office of the European Union. Big Data from Space - BiDS'14, 12.-14.11.2014, Frascati, Italien. DOI: 10.2788/1823 ISBN 978-92-79-43252-1 ISSN 1831-9424

Full text not available from this repository.

Official URL: http://dx.doi.org/10.2788/1823

Abstract

Reference data sets, necessary to the advancement of the field of object recognition by providing a point of comparison for different algorithms, are prevalent in the field of multimedia. Although sharing the same basic object recognition problem, in the field of remote sensing there is a need for specialized reference data sets. This paper would like to open the topic for discussion, by taking a first attempt at creating a reference data set for a satellite image. In doing so, important differences between annotating photographic and satellite images are highlighted, along with their impact on the creation of a reference data set. The results are discussed with a view toward creating a future methodology for the manual annotation of satellite images.

Item URL in elib:https://elib.dlr.de/94225/
Document Type:Conference or Workshop Item (Poster)
Title:Creating a Reference Data Set for Satellite Image Content Based Retrieval
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Murillo, AmbarRemote Sensing Technology Institute (IMF)UNSPECIFIED
Nistor, NicolaeLMU, München, GermanyUNSPECIFIED
Datcu, Mihaimihai.datcu (at) dlr.deUNSPECIFIED
Date:2014
Journal or Publication Title:Proceedings of the 2014 Conference on Big Data from Space (BiDS'14)
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI :10.2788/1823
Page Range:pp. 71-75
Editors:
EditorsEmail
Soille, PierreJoint Research Centre, European Commission, Italy
Marchetti, Pier GiorgioEuropean Space Agency, Italy
Publisher:Publications Office of the European Union
ISSN:1831-9424
ISBN:978-92-79-43252-1
Status:Published
Keywords:CBIR, reference data set, EO
Event Title:Big Data from Space - BiDS'14
Event Location:Frascati, Italien
Event Type:international Conference
Event Dates:12.-14.11.2014
Organizer:European Commission, Joint Research Centre
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:07 Jan 2015 15:55
Last Modified:07 Jan 2015 15:55

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