Result Details

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

DAO ANH, M.; ZBOŘIL, F. Partition of Fuzzy Parameters in Neuro-Fuzzy System for Monochrome Images Classification. Proceedings of the NETSS2005. Ostrava: Marq software s.r.o., 2005. p. 56-62. ISBN: 80-86840-07-7.

Type

conference paper

Language

English

Authors

Dao Anh Minh, Ing., FIT (FIT)
Zbořil František, doc. Ing., CSc., DITS (FIT)

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.

Keywords

Fuzzy sets, Neural network, Associative memory, Monochrome image

Published

2005

Pages

56–62

Proceedings

Proceedings of the NETSS2005

Conference

NETSS2005 - New Trends in System Simulation

ISBN

80-86840-07-7

Publisher

Marq software s.r.o.

Place

Ostrava

BibTeX

@inproceedings{BUT21451,
  author="Minh {Dao Anh} and František {Zbořil}",
  title="Partition of Fuzzy Parameters in Neuro-Fuzzy System for Monochrome Images Classification",
  booktitle="Proceedings of the NETSS2005",
  year="2005",
  pages="56--62",
  publisher="Marq software s.r.o.",
  address="Ostrava",
  isbn="80-86840-07-7"
}

Projects

Information system security - research of attacks on tamper-resistant cryptographic hardware, GACR, Standardní projekty, GA102/04/0871, start: 2004-01-01, end: 2006-12-31, completed

Research groups

Intelligent Systems Research Group (RG INTSYS)

Departments

Department of Intelligent Systems (DITS)