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Localization and fuzzy classification of manufacturing defects in sheets of glass
dc.contributor.author | Junco Navascues, Luís Antonio |
dc.contributor.author | Sánchez Ramos, Luciano |
dc.date.accessioned | 2007-09-19T11:26:25Z |
dc.date.available | 2007-09-19T11:26:25Z |
dc.date.issued | 1998 |
dc.identifier.issn | 1134-5632 |
dc.identifier.uri | http://hdl.handle.net/2099/3516 |
dc.description.abstract | Artificial Vision Systems are commonly used in industrial applications. The low cost of the equipment facilitates the development of new products. In this paper we describe the use of an artificial vision system in one of the phases of a quality control process related to automotive industries: the windshield manufacturing. We intend to localize and classify the defects that were originated while manufacturing the glass that forms the windshield. We will show that a fuzzy classifier, after being tuned with a genetic parameter adjustement procedure, outperforms a neural networks based classfier. |
dc.format.extent | 213-221 |
dc.language.iso | eng |
dc.publisher | Universitat Politècnica de Catalunya. Secció de Matemàtiques i Informàtica |
dc.relation.ispartof | Mathware & soft computing . 1998 Vol. 5 Núm. 2 [ -3 ] |
dc.rights | Reconeixement-NoComercial-CompartirIgual 3.0 Espanya |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject.other | Artificial vision systems |
dc.subject.other | Windshield manufacturing |
dc.subject.other | Neural network |
dc.subject.other | Based classifier |
dc.subject.other | Quality control process |
dc.subject.other | Automitive industries |
dc.title | Localization and fuzzy classification of manufacturing defects in sheets of glass |
dc.type | Article |
dc.subject.lemac | Intel·ligència artificial |
dc.subject.lemac | Automòbils -- Indústria i comerç -- Control de qualitat |
dc.subject.lemac | Lògica difusa |
dc.subject.lemac | Vidre -- Fabricació |
dc.subject.ams | Classificació AMS::68 Computer science::68T Artificial intelligence |
dc.rights.access | Open Access |
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Aquest ítem apareix a les col·leccions següents
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1998, Vol. V, Núm. 2-3 [21]
ESTYLF'96, ESTYLF'97