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Yao, Wei and Cui, Shiyong and Nies, Holger and 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, pp. 1-4. IEEE Xplore. EUSAR 2014, 2014-06-03 - 2014-06-05, Berlin, Germany. ISBN 978-3-8007-3607-2.
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Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6856902&tag=1
Abstract
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.
| Item URL in elib: | https://elib.dlr.de/93404/ | ||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||||||
| Title: | Classification of Land Cover Types in TerraSAR-X Images Using Copula and Speckle Statistics | ||||||||||||||||||||
| Authors: |
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| Date: | 2014 | ||||||||||||||||||||
| Journal or Publication Title: | Proceedings of EUSAR 2014; 10th European Conference on Synthetic Aperture Radar | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||
| Page Range: | pp. 1-4 | ||||||||||||||||||||
| Editors: |
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| Publisher: | IEEE Xplore | ||||||||||||||||||||
| ISBN: | 978-3-8007-3607-2 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | SAR Image Classification | ||||||||||||||||||||
| Event Title: | EUSAR 2014 | ||||||||||||||||||||
| Event Location: | Berlin, Germany | ||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||
| Event Start Date: | 3 June 2014 | ||||||||||||||||||||
| Event End Date: | 5 June 2014 | ||||||||||||||||||||
| 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: | Cui, Shiyong | ||||||||||||||||||||
| Deposited On: | 10 Dec 2014 16:00 | ||||||||||||||||||||
| Last Modified: | 24 Apr 2024 19:59 |
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