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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

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


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
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Murillo, AmbarRemote Sensing Technology Institute (IMF)UNSPECIFIED
Nistor, NicolaeLMU, München, GermanyUNSPECIFIED
Datcu, Mihaimihai.datcu (at) dlr.deUNSPECIFIED
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 ISI Web of Science:No
DOI :10.2788/1823
Page Range:pp. 71-75
Soille, PierreJoint Research Centre, European Commission, Italy
Marchetti, Pier GiorgioEuropean Space Agency, Italy
Publisher:Publications Office of the European Union
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 On:07 Jan 2015 15:55
Last Modified:07 Jan 2015 15:55

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