Publication Details

Partition of Fuzzy Parameters in Neuro-Fuzzy System for Monochrome Images Classification

DAO Anh Minh and ZBOŘIL František V.. Partition of Fuzzy Parameters in Neuro-Fuzzy System for Monochrome Images Classification. In: Proceedings of the NETSS2005. Ostrava, 2005, pp. 56-62. ISBN 80-86840-07-7.
Czech title
Rozdělení fuzzy parametrů v neuro-fuzzy systému pro klasifikaci monochromatických obrazů
Type
conference paper
Language
english
Authors
Dao Anh Minh, Ing. (FIT BUT)
Zbořil František V., doc. Ing., CSc. (DITS FIT BUT)
Keywords

Fuzzy sets, Neural network, Associative memory, Monochrome image

Abstract

This paper deals with a description of fuzzy parameters used as inputs of associative memory in neuro-fuzzy model. The network was used as a pattern classifier of monochrome images with 256 greyscale levels. Each point of the image was distributed to defined fuzzy sets. The principles of network (topology, processes of learning and retrieving) and experiment with pictures of person faces are described.

Published
2005
Pages
56-62
Proceedings
Proceedings of the NETSS2005
Conference
NETSS2005 - New Trends in System Simulation, Krnov, CZ
ISBN
80-86840-07-7
Place
Ostrava, CZ
BibTeX 
@INPROCEEDINGS{FITPUB7721,
   author = "Minh Anh Dao and V. Franti\v{s}ek Zbo\v{r}il",
   title = "Partition of Fuzzy Parameters in Neuro-Fuzzy System for Monochrome Images Classification",
   pages = "56--62",
   booktitle = "Proceedings of the NETSS2005",
   year = 2005,
   location = "Ostrava, CZ",
   ISBN = "80-86840-07-7",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7721"
}
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