Publication detail

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

DAO ANH, M. ZBOŘIL, F.

Original Title

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

Type

article in a collection out of WoS and Scopus

Language

English

Original 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

Authors

DAO ANH, M.; ZBOŘIL, F.

Released

21. 2. 2005

Location

Ostrava

ISBN

80-86840-07-7

Book

Proceedings of the NETSS2005

Pages from

56

Pages to

62

Pages count

7

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",
  address="Ostrava",
  isbn="80-86840-07-7"
}