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Espinoza Molina, Daniela und Alonso Gonzales, Kevin und Datcu, Mihai (2015) Semantic Indexing of TERRASAR-X and in situ data for urban analytics. In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, XL-1-W, Seiten 185-188. ISPRS. SMPR 2015, 2015-11-23 - 2015-11-25, Kish Island, Iran. doi: 10.5194/isprsarchives-XL-1-W5-185-2015. ISSN 1682-1750.
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Offizielle URL: http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-1-W5/185/2015/isprsarchives-XL-1-W5-185-2015.pdf
Kurzfassung
This paper presents the semantic indexing of TerraSAR-X images and in situ data. Image processing together with machine learning methods, relevance feedback techniques, and human expertise are used to annotate the image content into a land use land cover catalogue. All the generated information is stored into a geo-database supporting the link between different types of information and the computation of queries and analytics. We used 11 TerraSAR-X scenes over Germany and LUCAS as in situ data. The semantic index is composed of about 73 land use land cover categories found in TerraSAR-X test dataset and 84 categories found in LUCAS dataset.
| elib-URL des Eintrags: | https://elib.dlr.de/102178/ | ||||||||||||||||
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| Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||||||
| Zusätzliche Informationen: | © Author(s) 2015. This work is distributed under the Creative Commons Attribution 3.0 License. | ||||||||||||||||
| Titel: | Semantic Indexing of TERRASAR-X and in situ data for urban analytics | ||||||||||||||||
| Autoren: |
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| Datum: | November 2015 | ||||||||||||||||
| Erschienen in: | International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives | ||||||||||||||||
| Referierte Publikation: | Nein | ||||||||||||||||
| Open Access: | Ja | ||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||
| In SCOPUS: | Ja | ||||||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||||||
| Band: | XL-1-W | ||||||||||||||||
| DOI: | 10.5194/isprsarchives-XL-1-W5-185-2015 | ||||||||||||||||
| Seitenbereich: | Seiten 185-188 | ||||||||||||||||
| Verlag: | ISPRS | ||||||||||||||||
| ISSN: | 1682-1750 | ||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||
| Stichwörter: | Earth-Observation images, data mining, semantic definition, land use land cover, analytics | ||||||||||||||||
| Veranstaltungstitel: | SMPR 2015 | ||||||||||||||||
| Veranstaltungsort: | Kish Island, Iran | ||||||||||||||||
| Veranstaltungsart: | internationale Konferenz | ||||||||||||||||
| Veranstaltungsbeginn: | 23 November 2015 | ||||||||||||||||
| Veranstaltungsende: | 25 November 2015 | ||||||||||||||||
| Veranstalter : | ISPRS | ||||||||||||||||
| 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: | 14 Jan 2016 17:05 | ||||||||||||||||
| Letzte Änderung: | 24 Apr 2024 20:07 |
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