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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, 2014-03-05 - 2014-03-07, Bucharest, Romania. doi: 10.2788/25852. ISBN 978-92-79-36160-9. ISSN 1831-9424.
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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/ | ||||||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||||||||||
| Title: | Application of Visual Data Mining for Earth Observation Use Cases | ||||||||||||||||||||||||
| Authors: |
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| 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: |
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| 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 Start Date: | 5 March 2014 | ||||||||||||||||||||||||
| Event End Date: | 7 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: | 24 Apr 2024 20:00 |
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