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  • The paper describes the application of algorithms for object classification by using artificial neural networks. The MLP (Multi Layer Perceptron) and RBF (Radial Basis Function) neural networks were used. We compared results obtained by a using of learning algorithms Back-Propagation (BP) and K-Means. The real technological scene for object classification was simulated with digitization of two-dimensional pictures. The principles and algorithms given below have been used in an application that was developed at Brno University of Technology.
  • The paper describes the application of algorithms for object classification by using artificial neural networks. The MLP (Multi Layer Perceptron) and RBF (Radial Basis Function) neural networks were used. We compared results obtained by a using of learning algorithms Back-Propagation (BP) and K-Means. The real technological scene for object classification was simulated with digitization of two-dimensional pictures. The principles and algorithms given below have been used in an application that was developed at Brno University of Technology. (en)
Title
  • Back-Propagation and K-Means Algorithms Comparison
  • Back-Propagation and K-Means Algorithms Comparison (en)
skos:prefLabel
  • Back-Propagation and K-Means Algorithms Comparison
  • Back-Propagation and K-Means Algorithms Comparison (en)
skos:notation
  • RIV/00216305:26220/06:PU63586!RIV10-MSM-26220___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(2E06034), Z(MSM0021630513)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 466522
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/06:PU63586
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Image Processing, Back-Propagation Algorithm, K-Means Algorithm (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [DD2B56EFCE05]
http://linked.open...v/mistoKonaniAkce
  • Guilin
http://linked.open...i/riv/mistoVydani
  • Beijing, China
http://linked.open...i/riv/nazevZdroje
  • 2006 8th International Conference on SIGNAL PROCESSING Proceedings
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Škorpil, Vladislav
  • Šťastný, Jiří
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • IEEE Press
https://schema.org/isbn
  • 0-7803-9736-3
http://localhost/t...ganizacniJednotka
  • 26220
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