About: Neural network approach in image analysis of complex systems

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In the process of image analysis of complex systems consisting of large number of objects - typical for astronomy, thin film physics, biology, etc. - the reliable and accurate detection of both the size and spatial distribution of objects is very important. This contribution reviews the new approaches based on the neural network approach. The neural network approach is evaluated in terms of their performance and simplicity of their implementation. As a part of the development of the neural network approach a simple algorithm describing the spatial distribution of objects in the image is presented. While the new approach is tested on simulated hard-disk models, the results can be applied to the experimentally derived microphotographs of discontinuous and composite metal films. In the process of image analysis of complex systems consisting of large number of objects - typical for astronomy, thin film physics, biology, etc. - the reliable and accurate detection of both the size and spatial distribution of objects is very important. This contribution reviews the new approaches based on the neural network approach. The neural network approach is evaluated in terms of their performance and simplicity of their implementation. As a part of the development of the neural network approach a simple algorithm describing the spatial distribution of objects in the image is presented. While the new approach is tested on simulated hard-disk models, the results can be applied to the experimentally derived microphotographs of discontinuous and composite metal films. (en)
Title	Neural network approach in image analysis of complex systems Neural network approach in image analysis of complex systems (en)
skos:prefLabel	Neural network approach in image analysis of complex systems Neural network approach in image analysis of complex systems (en)
skos:notation	RIV/44555601:13430/01:00001409!RIV/2002/MSM/134302/N
http://linked.open.../vavai/riv/strany	223-227
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM 113200002), Z(MSM 134300001)
http://linked.open...iv/cisloPeriodika	2-4
http://linked.open...vai/riv/dodaniDat	2002
http://linked.open...aciTvurceVysledku	Novotný, Dušan Hrach, Rudolf Malý, Marek
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Jana Evangelisty Purkyně v Ústí nad Labem / Pedagogická fakulta
http://linked.open...dnocenehoVysledku	688653
http://linked.open...ai/riv/idVysledku	RIV/44555601:13430/01:00001409
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Neural network, thin film physics, image analysis. (en)
http://linked.open.../riv/klicoveSlovo	image analysis. Neural network thin film physics
http://linked.open...odStatuVydavatele	NL - Nizozemsko
http://linked.open...ontrolniKodProRIV	[50E808CA3685]
http://linked.open...i/riv/nazevZdroje	VACUUM
http://linked.open...in/vavai/riv/obor	BL
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...ocetUcastnikuAkce	0 (xsd:int)
http://linked.open...nichUcastnikuAkce	0 (xsd:int)
http://linked.open...UplatneniVysledku	2001
http://linked.open...v/svazekPeriodika	61
http://linked.open...iv/tvurceVysledku	Hrach, Rudolf Malý, Marek Novotný, Dušan
http://linked.open...n/vavai/riv/zamer	http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20113200002 http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20134300001
issn	0042-207X
number of pages	5 (xsd:int)
http://localhost/t...ganizacniJednotka	13430

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