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Multichannel Classification of SAR-images Using Fuzzy Logic
Benz, U. and Jäger, G. (1999) Multichannel Classification of SAR-images Using Fuzzy Logic. In: Proc. of 4th International Airborne Remote Sensing conference and Exhibition, 2, pp. 857-866. ERIM International, Inc.. Fourth International Airborne Remote Sensing Conference and Exhibition/21st Canadian Symposium on Remote Sensing 99, Ottawa, Juni 99. ISBN ISSN 1076-7924.
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Abstract
In this paper we show that fuzzy techniques allowing a pixel to belong to more than one class with certain degrees are appropriate classification tools for SAR data. First, we describe a powerful fuzzy classification algorithm. Supervised learning capability allows a high adaptability to user requirements. For many applications satisfying results can be obtained in near real-time. In the second part of the paper we propose a method to fuse classifications obtained from several sources, e.g. different channels of a full polarimetric SAR and/or complementatory classification methods.
| Document Type: | Conference or Workshop Item (Paper) | ||||||
|---|---|---|---|---|---|---|---|
| Additional Information: | LIDO-Berichtsjahr=1999, | ||||||
| Title: | Multichannel Classification of SAR-images Using Fuzzy Logic | ||||||
| Authors: |
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| Date: | 1999 | ||||||
| Journal or Publication Title: | Proc. of 4th International Airborne Remote Sensing conference and Exhibition | ||||||
| Volume: | 2 | ||||||
| Page Range: | pp. 857-866 | ||||||
| Editors: |
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| Publisher: | ERIM International, Inc. | ||||||
| ISBN: | ISSN 1076-7924 | ||||||
| Status: | Published | ||||||
| Keywords: | SAR, Fuzzy Systems, Data Fusion | ||||||
| Event Title: | Fourth International Airborne Remote Sensing Conference and Exhibition/21st Canadian Symposium on Remote Sensing 99, Ottawa, Juni 99 | ||||||
| Organizer: | ERIM | ||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||
| HGF - Program: | Space | ||||||
| HGF - Program Themes: | W EO - Erdbeobachtung | ||||||
| DLR - Research area: | Space | ||||||
| DLR - Program: | W EO - Erdbeobachtung | ||||||
| DLR - Research theme (Project): | UNSPECIFIED | ||||||
| Location: | Oberpfaffenhofen | ||||||
| Institutes and Institutions: | Microwaves and Radar Institute > Institut für Hochfrequenztechnik Institute of Communication and Navigation > Institut für Hochfrequenztechnik Remote Sensing Technology Institute > Institut für Hochfrequenztechnik | ||||||
| Deposited By: | elib DLR-Beauftragter | ||||||
| Deposited On: | 16 Sep 2005 | ||||||
| Last Modified: | 06 Jan 2010 22:55 |
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