DocumentCode
1675668
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
fYear
2012
Firstpage
1
Lastpage
4
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Problems of Cybernetics and Informatics (PCI), 2012 IV International Conference
Conference_Location
Baku
Print_ISBN
978-1-4673-4500-2
Type
conf
DOI
10.1109/ICPCI.2012.6486326
Filename
6486326
Link To Document