Filter Selection for the Design of Image Matrix

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Filter Selection for the Design of Image Matrix

Popis výsledku v původním jazyce

A real technological scene was simulated by digitizing two-dimensional pictures of real objects. The ART network gave relatively good results. Its application is suitable especialy for the recognition of not very damaged and noisy pictures and in the case when other patterns are added to the learned network. The Kohonen network presented excellent results. The learning went off very quickly and that is why Kohonen network is suitable for applications where the patterns are often changed. The back-propagation algorithm yielded excellent results too. The learning of this network took a longer time than of the Kohonen one but the results of the damaged pattern recognition were better.

Název v anglickém jazyce

Filter Selection for the Design of Image Matrix

Popis výsledku anglicky

A real technological scene was simulated by digitizing two-dimensional pictures of real objects. The ART network gave relatively good results. Its application is suitable especialy for the recognition of not very damaged and noisy pictures and in the case when other patterns are added to the learned network. The Kohonen network presented excellent results. The learning went off very quickly and that is why Kohonen network is suitable for applications where the patterns are often changed. The back-propagation algorithm yielded excellent results too. The learning of this network took a longer time than of the Kohonen one but the results of the damaged pattern recognition were better.

Druh

D - Stať ve sborníku

CEP obor

JA - Elektronika a optoelektronika, elektrotechnika

OECD FORD obor

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Projekt

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Návaznosti

Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění

2000

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

CD Proceedings of the International Conference on Signal Processing Aplications&Technology.

ISBN

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ISSN

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e-ISSN

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Počet stran výsledku

4

Strana od-do

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Název nakladatele

CMP Media Inc. USA

Místo vydání

Dallas (USA)

Místo konání akce

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Datum konání akce

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Typ akce podle státní příslušnosti

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Kód UT WoS článku

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