In this paper a cellular fuzzy associative memory containing fuzzy rules for gray image fuzzification in automatic vision systems is developed. This cellular processor is viewed as a subsystem of a CNN-based architecture, which aims to store both bidimensional patterns and the rules to process them. After establishing the fuzzy rules which define the fuzzy associative memory for image processing, a CNN behaving as a memory is synthesized to store them. A numerical example is reported to show how the synthesized cellular FAM can process bidimensional patterns for robotic navigation purposes

A Cellular Fuzzy Associative Memory for Bidimensional Pattern Segmentation / Carnimeo, Leonarda; Giaquinto, A. - In: Proceedings of the 2002 7th IEEE International Workshop on Cellular Neural Networks and Their Applications, CNNA 2002. / [a cura di] Ronald Tetzlaff. - [s.l] : IEEE, 2002. - ISBN 981-238-121-X. - pp. 430-435 (( convegno 7th IEEE Workshop on Cellular Neural Networks & Their Appl. (CNNA02) tenutosi a Frankfurt, Germany nel July, 22-24, 2002 [10.1109/CNNA.2002.1035080].

A Cellular Fuzzy Associative Memory for Bidimensional Pattern Segmentation

CARNIMEO, Leonarda;
2002-01-01

Abstract

In this paper a cellular fuzzy associative memory containing fuzzy rules for gray image fuzzification in automatic vision systems is developed. This cellular processor is viewed as a subsystem of a CNN-based architecture, which aims to store both bidimensional patterns and the rules to process them. After establishing the fuzzy rules which define the fuzzy associative memory for image processing, a CNN behaving as a memory is synthesized to store them. A numerical example is reported to show how the synthesized cellular FAM can process bidimensional patterns for robotic navigation purposes
2002
Proceedings of the 2002 7th IEEE International Workshop on Cellular Neural Networks and Their Applications, CNNA 2002.
981-238-121-X
IEEE
A Cellular Fuzzy Associative Memory for Bidimensional Pattern Segmentation / Carnimeo, Leonarda; Giaquinto, A. - In: Proceedings of the 2002 7th IEEE International Workshop on Cellular Neural Networks and Their Applications, CNNA 2002. / [a cura di] Ronald Tetzlaff. - [s.l] : IEEE, 2002. - ISBN 981-238-121-X. - pp. 430-435 (( convegno 7th IEEE Workshop on Cellular Neural Networks & Their Appl. (CNNA02) tenutosi a Frankfurt, Germany nel July, 22-24, 2002 [10.1109/CNNA.2002.1035080].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11589/11957
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