Title :
Research of a class of smooth membership functions and its application in recognition systems
Author :
Ismayilova, N. ; Ismayilov, E.
Author_Institution :
Inst. of Inf. Technol. of ANAS, Baku, Azerbaijan
Abstract :
A class of membership functions for fuzzy sets, which generalize known types of membership functions was offered and investigated. Was analyzed effectiveness of the hand-printed recognition system using neuro-fuzzy network with membership functions from different classes. Analyzed results of numerical experiments of recognition system with membership functions from different classes. Revealed comparative advantage of smooth membership functions offered by authors.
Keywords :
fuzzy neural nets; fuzzy set theory; palmprint recognition; smoothing methods; fuzzy set; hand-printed recognition system; neuro-fuzzy network; numerical experiment; smooth membership function; feature extraction; hand-printed recognition system; neuro-fuzzy network; smooth membership functions;
Conference_Titel :
Problems of Cybernetics and Informatics (PCI), 2012 IV International Conference
Conference_Location :
Baku
Print_ISBN :
978-1-4673-4500-2
DOI :
10.1109/ICPCI.2012.6486326
