About: Methods and Algorithms for Object Recognition

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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	The paper deals with problems of computer image processing with a view to applications in the area of industrial robotics. Besides classical methods for object recognition especially nontraditional methods and algorithms (the Multi Layer Perceptron neural network algorithm and the Levenshtein algorithm) were tested in simulation environment. Implemented algorithms were tested on the simulated objects of technological scene given. The results of the simulation experiments show that the Multi Layer Perceptron neural network with the Back-Propagation algorithm and the Levenshtein algorithm are very promising for object recognition of technological scenes for the use of industrial robots control. The paper deals with problems of computer image processing with a view to applications in the area of industrial robotics. Besides classical methods for object recognition especially nontraditional methods and algorithms (the Multi Layer Perceptron neural network algorithm and the Levenshtein algorithm) were tested in simulation environment. Implemented algorithms were tested on the simulated objects of technological scene given. The results of the simulation experiments show that the Multi Layer Perceptron neural network with the Back-Propagation algorithm and the Levenshtein algorithm are very promising for object recognition of technological scenes for the use of industrial robots control. (en)
Title	Methods and Algorithms for Object Recognition Methods and Algorithms for Object Recognition (en)
skos:prefLabel	Methods and Algorithms for Object Recognition Methods and Algorithms for Object Recognition (en)
skos:notation	RIV/00216305:26210/07:PU69914!RIV12-MSM-26210___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(2E06034), P(GA102/07/1503), Z(MSM0021630529), Z(MSM6215648904)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Šťastný, Jiří
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta strojního inženýrství
http://linked.open...dnocenehoVysledku	433104
http://linked.open...ai/riv/idVysledku	RIV/00216305:26210/07:PU69914
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Image processing, flag vector, neural network, syntactic analysis. (en)
http://linked.open.../riv/klicoveSlovo	Image processing neural network flag vector syntactic analysis.
http://linked.open...ontrolniKodProRIV	[EE5123C056B2]
http://linked.open...v/mistoKonaniAkce	Štrbské Pleso, Slovakia
http://linked.open...i/riv/mistoVydani	Bratislava
http://linked.open...i/riv/nazevZdroje	Process Control 2007
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Lifetime education and professional preparation in the field of telematics, teleinformatic and transport telematics Advanced Optimizing the Design of Communication Systems via neural networks
http://linked.open...UplatneniVysledku	2007
http://linked.open...iv/tvurceVysledku	Motyčka, Arnošt Šťastný, Jiří
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2007-06-11 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Inteligentní systémy v automatizaci The Czech Economy in the Process of Integration and Globalisation, and the Development of Agricultural Sector and the Sector of Services under the New Conditions of the Integrated European Market
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Slovenská technická univerzita v Bratislave
https://schema.org/isbn	978-80-227-2677-1
http://localhost/t...ganizacniJednotka	26210

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