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Proceedings Paper

Symbolic learning for pattern recognition
Author(s): Laurent Mascarilla; Jacky Desachy
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Paper Abstract

In the framework of an image interpretation system for automatic cartography based on remote sensing image classification improved by a photo interpreter knowledge, we developed a system based on neural networks which simultaneously produce fuzzy rules, with their linguistic approximation as well as final classification. This paper describes the succession of steps used with this aim in view. Particularly it investigates the application of mutual information criteria to simplify fuzzy rules.

Paper Details

Date Published: 17 December 1996
PDF: 12 pages
Proc. SPIE 2955, Image and Signal Processing for Remote Sensing III, (17 December 1996); doi: 10.1117/12.262903
Show Author Affiliations
Laurent Mascarilla, IRIT/Univ. Paul Sabatier (France)
Jacky Desachy, IRIT/Univ. Paul Sabatier (France)

Published in SPIE Proceedings Vol. 2955:
Image and Signal Processing for Remote Sensing III
Jacky Desachy, Editor(s)

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