DocumentCode :
1659220
Title :
An interactive fuzzy fusion system applied to change detection in SAR images
Author :
Bujor, F.T. ; Valet, L. ; Trouvé, E. ; Mauris, G. ; Bolon, Ph
Author_Institution :
LAMII/CESALP, Univ. de Savoie, Annecy, France
Volume :
2
fYear :
2002
fDate :
6/24/1905 12:00:00 AM
Firstpage :
932
Lastpage :
937
Abstract :
The contribution of this paper concerns the detection of changes in multi-temporal satellite SAR (synthetic aperture radar) images by a fuzzy fusion of attributes extracted from the images with a-priori map-based information. The proposed approach is based on a linguistic description of the attributes and of the relations between them that are provided by geophysicists. The fusion system is cooperative thanks to a graphical user interface that allows one to visualize reference areas in the attribute space and to easily adjust some parameters of the attribute fusion (rules, membership functions). Some detection results of small deforested areas are presented
Keywords :
cooperative systems; data visualisation; fuzzy set theory; fuzzy systems; geophysical signal processing; graphical user interfaces; interactive systems; remote sensing by radar; sensor fusion; synthetic aperture radar; vegetation mapping; SAR image change detection; a-priori map-based information; attribute relations; cooperative information fusion system; deforested areas; fuzzy attribute fusion; fuzzy membership functions; fuzzy rules; fuzzy subset theory; geophysics; graphical user interface; interactive fuzzy fusion system; linguistic description; multi-temporal satellite SAR images; parameter adjustment; reference area visualization; synthetic aperture radar; Data mining; Fuzzy systems; Graphics; Humans; Radar detection; Radiometry; Roads; Satellite broadcasting; Synthetic aperture radar; User interfaces;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7280-8
Type :
conf
DOI :
10.1109/FUZZ.2002.1006629
Filename :
1006629
Link To Document :
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