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Espinoza-Molina, Daniela und Datcu, Mihai und Teleaga, Delia und 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, Seiten 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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Kurzfassung
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.
| elib-URL des Eintrags: | https://elib.dlr.de/94215/ | ||||||||||||||||||||||||
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| Dokumentart: | Konferenzbeitrag (Poster) | ||||||||||||||||||||||||
| Titel: | Application of Visual Data Mining for Earth Observation Use Cases | ||||||||||||||||||||||||
| Autoren: |
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| Datum: | 2014 | ||||||||||||||||||||||||
| Erschienen in: | Proceedings of ESA-EUSC-JRC 2014 - 9th Conference on Image Information Mining Conference: The Sentinels Era | ||||||||||||||||||||||||
| Referierte Publikation: | Ja | ||||||||||||||||||||||||
| Open Access: | Nein | ||||||||||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||||||||||
| In SCOPUS: | Nein | ||||||||||||||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||||||||||||||
| DOI: | 10.2788/25852 | ||||||||||||||||||||||||
| Seitenbereich: | Seiten 111-114 | ||||||||||||||||||||||||
| Herausgeber: |
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| Verlag: | EU | ||||||||||||||||||||||||
| ISSN: | 1831-9424 | ||||||||||||||||||||||||
| ISBN: | 978-92-79-36160-9 | ||||||||||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||||||||||
| Stichwörter: | data mining, visualization techniques,large image archive, exploration tools | ||||||||||||||||||||||||
| Veranstaltungstitel: | ESA-EUSC-JRC 2014 | ||||||||||||||||||||||||
| Veranstaltungsort: | Bucharest, Romania | ||||||||||||||||||||||||
| Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||||||
| Veranstaltungsbeginn: | 5 März 2014 | ||||||||||||||||||||||||
| Veranstaltungsende: | 7 März 2014 | ||||||||||||||||||||||||
| Veranstalter : | ESA/JRC | ||||||||||||||||||||||||
| HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||||||
| HGF - Programm: | Raumfahrt | ||||||||||||||||||||||||
| HGF - Programmthema: | Erdbeobachtung | ||||||||||||||||||||||||
| DLR - Schwerpunkt: | Raumfahrt | ||||||||||||||||||||||||
| DLR - Forschungsgebiet: | R EO - Erdbeobachtung | ||||||||||||||||||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | R - Vorhaben hochauflösende Fernerkundungsverfahren (alt) | ||||||||||||||||||||||||
| Standort: | Oberpfaffenhofen | ||||||||||||||||||||||||
| Institute & Einrichtungen: | Institut für Methodik der Fernerkundung > Photogrammetrie und Bildanalyse | ||||||||||||||||||||||||
| Hinterlegt von: | UNGÜLTIGER BENUTZER | ||||||||||||||||||||||||
| Hinterlegt am: | 07 Jan 2015 15:42 | ||||||||||||||||||||||||
| Letzte Änderung: | 24 Apr 2024 20:00 |
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