Publication detail

Back-Propagation and Genetic Algorithms for Image Processing

ŠŤASTNÝ, J. ŠKORPIL, V.

Czech title

Použití algoritmu Back-propagation a genetického algoritmu pro obrazovou analýzu

English title

Back-Propagation and Genetic Algorithms for Image Processing

Type

conference paper

Language

en

Original abstract

The contibution describes the problem of the image processing by using artificial neural networks. The Multi Layer Perceptron and Radial Basis neural networks were used. We compared results obtained by a using of different learning algorithms, the classical back-propagation algorithm and the genetic algorithm. The real technological scene for image processing was simulated with digitization of two-dimensional pictures.

Czech abstract

Příspěvek popisuje problematiku obrazové ananlýzy při aplikaci umělých neuronových sítí. Byly použity neuronové sítě MLP a RBFN. Byly porovnány výsledky dosažené aplikací algiritmu Back -propagation a genetického algoritmu. Technologická scéna pro obrazovou analýzu byla simulována digitalizací dvojrozměrných obrazů.

English abstract

The contibution describes the problem of the image processing by using artificial neural networks. The Multi Layer Perceptron and Radial Basis neural networks were used. We compared results obtained by a using of different learning algorithms, the classical back-propagation algorithm and the genetic algorithm. The real technological scene for image processing was simulated with digitization of two-dimensional pictures.

Keywords in English

Image Processing, Genetic Algorithm, Back-Propagation Algorithm

RIV year

2005

Released

03.11.2005

Publisher

University Politehnica of Bucharest

Location

Bukurešť, Rumunsko

ISBN

973-27-1254-6

Book

The 4th International conference on Advanced Manufacturing Technologies ICAMaT 2005

Pages count

4

BIBTEX


@inproceedings{BUT18014,
  author="Jiří {Šťastný} and Vladislav {Škorpil},
  title="Back-Propagation and Genetic Algorithms for Image Processing",
  booktitle="The 4th International conference on Advanced Manufacturing Technologies ICAMaT 2005",
  year="2005",
  month="November",
  publisher="University Politehnica of Bucharest",
  address="Bukurešť, Rumunsko",
  isbn="973-27-1254-6"
}