Title :
Evaluation of different fuzzy knowledge acquisition methods for remote sensing image classification
Author :
Martínez, Estibaliz ; Gonzalo, Consuelo ; Arquero, Agueda ; Gordo, Oscar
Author_Institution :
Fac. de Inf., Univ. Politecnica de Madrid, Spain
Abstract :
Three fuzzy knowledge acquisition methods have been implemented and compared. Methods comparison has carried out through the evaluation of their classification performances. Using minimum spatial and spectral information and reducing as much as possible the rules number has done the study
Keywords :
geophysical signal processing; geophysical techniques; image classification; knowledge acquisition; remote sensing; terrain mapping; fuzzy knowledge acquisition method; geophysical measurement technique; image classification; land surface; remote sensing; terrain mapping; Fuzzy neural networks; Image classification; Knowledge acquisition; Layout; Logic; Neural networks; Performance evaluation; Remote sensing; Scattering; Soil;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1999. IGARSS '99 Proceedings. IEEE 1999 International
Conference_Location :
Hamburg
Print_ISBN :
0-7803-5207-6
DOI :
10.1109/IGARSS.1999.771552
