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Yao, Wei und Cui, Shiyong und Nies, Holger und Loffeld, Otmar (2014) Classification of Land Cover Types in TerraSAR-X Images Using Copula and Speckle Statistics. In: Proceedings of EUSAR 2014; 10th European Conference on Synthetic Aperture Radar, Seiten 1-4. IEEE Xplore. EUSAR 2014, 2014-06-03 - 2014-06-05, Berlin, Germany. ISBN 978-3-8007-3607-2.
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Offizielle URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6856902&tag=1
Kurzfassung
Land cover classification using high resolution Synthetic Aperture Radar (SAR) images requires well-designed features, as well as suitable classification models. This paper addresses a pixel-based land cover classification problem in high resolution SAR images using speckle statistic and image intensity as features, copula function for joint probability modeling, and Bayesian classifier for classification. The performance of these techniques were analyzed and tested on a three-class database collected from TerraSAR-X High Resolution Spotlight Mode (HS), Geocoded Ellipsoid Corrected (GEC) images, over different cities of North Rhine-Westphalia (NRW), Germany.
| elib-URL des Eintrags: | https://elib.dlr.de/93404/ | ||||||||||||||||||||
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| Dokumentart: | Konferenzbeitrag (Poster) | ||||||||||||||||||||
| Titel: | Classification of Land Cover Types in TerraSAR-X Images Using Copula and Speckle Statistics | ||||||||||||||||||||
| Autoren: |
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| Datum: | 2014 | ||||||||||||||||||||
| Erschienen in: | Proceedings of EUSAR 2014; 10th European Conference on Synthetic Aperture Radar | ||||||||||||||||||||
| Referierte Publikation: | Ja | ||||||||||||||||||||
| Open Access: | Nein | ||||||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||||||
| In SCOPUS: | Nein | ||||||||||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||||||||||
| Seitenbereich: | Seiten 1-4 | ||||||||||||||||||||
| Herausgeber: |
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| Verlag: | IEEE Xplore | ||||||||||||||||||||
| ISBN: | 978-3-8007-3607-2 | ||||||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||||||
| Stichwörter: | SAR Image Classification | ||||||||||||||||||||
| Veranstaltungstitel: | EUSAR 2014 | ||||||||||||||||||||
| Veranstaltungsort: | Berlin, Germany | ||||||||||||||||||||
| Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||
| Veranstaltungsbeginn: | 3 Juni 2014 | ||||||||||||||||||||
| Veranstaltungsende: | 5 Juni 2014 | ||||||||||||||||||||
| 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: | Cui, Shiyong | ||||||||||||||||||||
| Hinterlegt am: | 10 Dez 2014 16:00 | ||||||||||||||||||||
| Letzte Änderung: | 24 Apr 2024 19:59 |
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