Detail publikačního výsledku

Back-Propagation and Genetic Algorithms for Image Processing

ŠŤASTNÝ, J.; ŠKORPIL, V.

Originální název

Back-Propagation and Genetic Algorithms for Image Processing

Anglický název

Back-Propagation and Genetic Algorithms for Image Processing

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova v angličtině

Image Processing, Genetic Algorithm, Back-Propagation Algorithm

Autoři

ŠŤASTNÝ, J.; ŠKORPIL, V.

Vydáno

03.11.2005

Nakladatel

University Politehnica of Bucharest

Místo

Bukurešť, Rumunsko

ISBN

973-27-1254-6

Kniha

The 4th International conference on Advanced Manufacturing Technologies ICAMaT 2005

Strany od

475

Strany počet

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",
  pages="4",
  publisher="University Politehnica of Bucharest",
  address="Bukurešť, Rumunsko",
  isbn="973-27-1254-6"
}