About: Pattern Recognition By Use Of Functions Of Invariants

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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	Visual system is the basic tool for non-contact inspection in industries. Such system usually has to detect defects and reject faulty products automatically. This article deals with autonomous visual system for glass bottle inspection, which has to detect non-homogenous regions in ROI in images. Additional system is able to distinguish between regions belongs to defect from regions belongs to manmade patterns, so that products can be made in high quality and cost-effective way. Snag is that synthetic patterns (like a word-sign) and defects (dirt, crack etc.) have similar image characteristics, hence it is difficult to recognize between them. In order to solve mentioned task we introduce novel method based on moment invariants. Each detected non-homogenous region is wilfully modified by so called %22circle degradation%22 algorithm in several steps. Moment invariants corresponding to modified regions are then computed and subsequently functions of these invariants are created. On the basis of these function Visual system is the basic tool for non-contact inspection in industries. Such system usually has to detect defects and reject faulty products automatically. This article deals with autonomous visual system for glass bottle inspection, which has to detect non-homogenous regions in ROI in images. Additional system is able to distinguish between regions belongs to defect from regions belongs to manmade patterns, so that products can be made in high quality and cost-effective way. Snag is that synthetic patterns (like a word-sign) and defects (dirt, crack etc.) have similar image characteristics, hence it is difficult to recognize between them. In order to solve mentioned task we introduce novel method based on moment invariants. Each detected non-homogenous region is wilfully modified by so called %22circle degradation%22 algorithm in several steps. Moment invariants corresponding to modified regions are then computed and subsequently functions of these invariants are created. On the basis of these function (en)
Title	Pattern Recognition By Use Of Functions Of Invariants Pattern Recognition By Use Of Functions Of Invariants (en)
skos:prefLabel	Pattern Recognition By Use Of Functions Of Invariants Pattern Recognition By Use Of Functions Of Invariants (en)
skos:notation	RIV/00216305:26220/08:PU77277!RIV10-MSM-26220___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(1M0567), Z(MSM0021630529)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Kalová, Ilona Horák, Karel
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 elektrotechniky a komunikačních technologií
http://linked.open...dnocenehoVysledku	386092
http://linked.open...ai/riv/idVysledku	RIV/00216305:26220/08:PU77277
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	recognition, pattern, moments, invariants (en)
http://linked.open.../riv/klicoveSlovo	moments pattern recognition invariants
http://linked.open...ontrolniKodProRIV	[C984D5AB78FC]
http://linked.open...v/mistoKonaniAkce	Trnava
http://linked.open...i/riv/mistoVydani	Vienna, Austria 2008
http://linked.open...i/riv/nazevZdroje	Annals of DAAAM for 2008 & Proceedings of the 19th International DAAAM Symposium
http://linked.open...in/vavai/riv/obor	JB
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre for Applied Cybernetics
http://linked.open...UplatneniVysledku	2008
http://linked.open...iv/tvurceVysledku	Horák, Karel Kalová, Ilona
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open...ain/vavai/riv/wos	000262860100302
http://linked.open.../riv/zahajeniAkce	2008-10-22 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Inteligentní systémy v automatizaci
number of pages	2 (xsd:int)
http://purl.org/ne...btex#hasPublisher	DAAAM International
https://schema.org/isbn	978-3-901509-68-1
http://localhost/t...ganizacniJednotka	26220

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