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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

Abstract

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
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Espinoza-Molina, DanielaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Datcu, MihaiUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Teleaga, DeliaAdvanced Studies and Research Center, Bucharest, RomaniaUNSPECIFIEDUNSPECIFIED
Balint, ChristianAdvanced Studies and Research Center, Bucharest, RomaniaUNSPECIFIEDUNSPECIFIED
Date:2014
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 SCOPUS:No
In ISI Web of Science:No
DOI:10.2788/25852
Page Range:pp. 111-114
Editors:
EditorsEmailEditor's ORCID iDORCID Put Code
Soille, PierreJoint Research Centre, European Commission, ItalyUNSPECIFIEDUNSPECIFIED
Marchetti, Pier GiorgioEuropean Space Agency, ItalyUNSPECIFIEDUNSPECIFIED
Iapaolo, MicheleEuropean Space Agency, ItalyUNSPECIFIEDUNSPECIFIED
Colaiacomo, LucioEuropean Union Satellite Centre, SpainUNSPECIFIEDUNSPECIFIED
Datcu, MihaiUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Publisher:EU
ISSN:1831-9424
ISBN:978-92-79-36160-9
Status:Published
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
Organizer:ESA/JRC
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 By:INVALID USER
Deposited On:07 Jan 2015 15:42
Last Modified:07 Jan 2015 15:42

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