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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:
AuthorsInstitution or Email of Authors
Benz, U.UNSPECIFIED
Jäger, G.UNSPECIFIED
Date:1999
Journal or Publication Title:Proc. of 4th International Airborne Remote Sensing conference and Exhibition
Volume:2
Page Range:pp. 857-866
Editors:
EditorsEmail
ERIM, UNSPECIFIED
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 (old)
HGF - Program:Space (old)
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:Institut für Hochfrequenztechnik
Deposited By: elib DLR-Beauftragter
Deposited On:16 Sep 2005
Last Modified:06 Jan 2010 22:55

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