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Application of Visual Data Mining for Earth Observation Use Cases

Espinoza-Molina, Daniela and Datcu, Mihai and Teleaga, Delia and Balint, Christian (2014) Application of Visual Data Mining for Earth Observation Use Cases. In: Proceedings of ESA-EUSC-JRC 2014 - 9th Conference on Image Information Mining Conference: The Sentinels Era, pp. 111-114. EU. ESA-EUSC-JRC 2014, 05-07 March 2014, Bucharest, Romania. doi: 10.2788/25852. ISBN 978-92-79-36160-9. ISSN 1831-9424.

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Official URL: http://bookshop.europa.eu/en/proceedings-of-9th-esa-eusc-jrc-conference-on-image-information-mining-pbLBNA26548/?CatalogCategoryID=9.EKABstN84AAAEjuJAY4e5L


This paper presents an application of visual data mining technique to Earth-Observation images for exploring very large image archives. We present a visual data mining workstation solution and create some use cases in order to demonstrate its functionality. This tool allows interactive exploration and analysis of very large, high complexity, and non-visual data sets stored into a database by using human-machine communication. The tool relies on image processing components that transform the image content to primitive feature vectors and a graphical user interface, which allows the exploration of the entire image archive. The use cases are based on Synthetic Aperture Radar images, digital orthophotos and photos in-situ.

Item URL in elib:https://elib.dlr.de/94215/
Document Type:Conference or Workshop Item (Poster)
Title:Application of Visual Data Mining for Earth Observation Use Cases
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Espinoza-Molina, Danieladaniela.espinozamolina (at) dlr.deUNSPECIFIED
Datcu, Mihaimihai.datcu (at) dlr.deUNSPECIFIED
Teleaga, DeliaAdvanced Studies and Research Center, Bucharest, RomaniaUNSPECIFIED
Balint, ChristianAdvanced Studies and Research Center, Bucharest, RomaniaUNSPECIFIED
Journal or Publication Title:Proceedings of ESA-EUSC-JRC 2014 - 9th Conference on Image Information Mining Conference: The Sentinels Era
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In ISI Web of Science:No
DOI :10.2788/25852
Page Range:pp. 111-114
EditorsEmailEditor's ORCID iD
Soille, PierreJoint Research Centre, European Commission, ItalyUNSPECIFIED
Marchetti, Pier GiorgioEuropean Space Agency, ItalyUNSPECIFIED
Iapaolo, MicheleEuropean Space Agency, ItalyUNSPECIFIED
Colaiacomo, LucioEuropean Union Satellite Centre, SpainUNSPECIFIED
Datcu, Mihaimihai.datcu@dlr.deUNSPECIFIED
Keywords:data mining, visualization techniques,large image archive, exploration tools
Event Title:ESA-EUSC-JRC 2014
Event Location:Bucharest, Romania
Event Type:international Conference
Event Dates:05-07 March 2014
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Vorhaben hochauflösende Fernerkundungsverfahren (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited On:07 Jan 2015 15:42
Last Modified:07 Jan 2015 15:42

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