Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection

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An Algorithm based on the polar Hough Transform has been developed so as to carry out rotation, translation and size-scaling invariant pattern recognition. The algorithm exploits the fundamental properties of the HT and all the required operations take place strictly in Hough space. The developed sy...

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Detalles Bibliográficos
Autor: Montenegro J., Javier
Formato: artículo
Fecha de Publicación:2002
Institución:Universidad Nacional Mayor de San Marcos
Repositorio:Revistas - Universidad Nacional Mayor de San Marcos
Lenguaje:español
OAI Identifier:oai:ojs.csi.unmsm:article/8791
Enlace del recurso:https://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/8791
Nivel de acceso:acceso abierto
Materia:Cybernetic Vision
Artificial Intelligence
Computational Vision
Invariant pattern recognition
Invariant shape classification
Polar Hough transform
Biscuit Recognition
Flawed Biscuits Detection.
Visión Cibernética
Inteligencia Artificial
Visión Computacional
Reconocimiento de Patrones
Clasificación Invariante de formas
Transformada Polar de Hough
Reconocimiento de Galletas
Detección de Galletas Falladas.
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spelling Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detectionInvariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detectionMontenegro J., JavierCybernetic VisionArtificial IntelligenceComputational VisionInvariant pattern recognitionInvariant shape classificationPolar Hough transformBiscuit RecognitionFlawed Biscuits Detection.Visión CibernéticaInteligencia ArtificialVisión ComputacionalReconocimiento de PatronesClasificación Invariante de formasTransformada Polar de HoughReconocimiento de GalletasDetección de Galletas Falladas.An Algorithm based on the polar Hough Transform has been developed so as to carry out rotation, translation and size-scaling invariant pattern recognition. The algorithm exploits the fundamental properties of the HT and all the required operations take place strictly in Hough space. The developed system has been successfully applied to the recognition of biscuits in the form of rectangular crackers, including f!awed pieces, which were easily discriminated against by the algorithm. The results suggest the possibility of an industrial application of this algorithm particularly in industrial quality control. © 2002 CSI. All rights reservedCon la finalidad de ejecutar reconocimiento invariante (rotación, traslación, cambio de escala) de patrones se ha desarrollado un algoritmo basado en la Transformada Polar de Hough, TH. El algoritmo explota las propiedades fundamentales de la TH y además todas las operaciones se llevan acabo estrictamente en el espacio de Hough. El sistema desarrollado ha sido exitosamente aplicado al reconocimiento de galletas de forma rectangular, incluyendo piezas falladas, las cuales fueron fácilmente detectadas. Los resultados sugieren el uso del algoritmo en la industria, particularmente en control de calidad.Universidad Nacional Mayor de San Marcos2002-12-31info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/879110.15381/rif.v5i01-02.8791Revista de Investigación de Física; Vol. 5 No. 01-02 (2002); 28-31Revista de Investigación de Física; Vol. 5 Núm. 01-02 (2002); 28-311728-29771605-7724reponame:Revistas - Universidad Nacional Mayor de San Marcosinstname:Universidad Nacional Mayor de San Marcosinstacron:UNMSMspahttps://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/8791/7632Derechos de autor 2002 Javier Montenegro J.https://creativecommons.org/licenses/by-nc-sa/4.0info:eu-repo/semantics/openAccessoai:ojs.csi.unmsm:article/87912020-09-02T17:08:44Z
dc.title.none.fl_str_mv Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection
Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection
title Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection
spellingShingle Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection
Montenegro J., Javier
Cybernetic Vision
Artificial Intelligence
Computational Vision
Invariant pattern recognition
Invariant shape classification
Polar Hough transform
Biscuit Recognition
Flawed Biscuits Detection.
Visión Cibernética
Inteligencia Artificial
Visión Computacional
Reconocimiento de Patrones
Clasificación Invariante de formas
Transformada Polar de Hough
Reconocimiento de Galletas
Detección de Galletas Falladas.
title_short Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection
title_full Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection
title_fullStr Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection
title_full_unstemmed Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection
title_sort Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection
dc.creator.none.fl_str_mv Montenegro J., Javier
author Montenegro J., Javier
author_facet Montenegro J., Javier
author_role author
dc.subject.none.fl_str_mv Cybernetic Vision
Artificial Intelligence
Computational Vision
Invariant pattern recognition
Invariant shape classification
Polar Hough transform
Biscuit Recognition
Flawed Biscuits Detection.
Visión Cibernética
Inteligencia Artificial
Visión Computacional
Reconocimiento de Patrones
Clasificación Invariante de formas
Transformada Polar de Hough
Reconocimiento de Galletas
Detección de Galletas Falladas.
topic Cybernetic Vision
Artificial Intelligence
Computational Vision
Invariant pattern recognition
Invariant shape classification
Polar Hough transform
Biscuit Recognition
Flawed Biscuits Detection.
Visión Cibernética
Inteligencia Artificial
Visión Computacional
Reconocimiento de Patrones
Clasificación Invariante de formas
Transformada Polar de Hough
Reconocimiento de Galletas
Detección de Galletas Falladas.
description An Algorithm based on the polar Hough Transform has been developed so as to carry out rotation, translation and size-scaling invariant pattern recognition. The algorithm exploits the fundamental properties of the HT and all the required operations take place strictly in Hough space. The developed system has been successfully applied to the recognition of biscuits in the form of rectangular crackers, including f!awed pieces, which were easily discriminated against by the algorithm. The results suggest the possibility of an industrial application of this algorithm particularly in industrial quality control. © 2002 CSI. All rights reserved
publishDate 2002
dc.date.none.fl_str_mv 2002-12-31
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/8791
10.15381/rif.v5i01-02.8791
url https://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/8791
identifier_str_mv 10.15381/rif.v5i01-02.8791
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistasinvestigacion.unmsm.edu.pe/index.php/fisica/article/view/8791/7632
dc.rights.none.fl_str_mv Derechos de autor 2002 Javier Montenegro J.
https://creativecommons.org/licenses/by-nc-sa/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2002 Javier Montenegro J.
https://creativecommons.org/licenses/by-nc-sa/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidad Nacional Mayor de San Marcos
publisher.none.fl_str_mv Universidad Nacional Mayor de San Marcos
dc.source.none.fl_str_mv Revista de Investigación de Física; Vol. 5 No. 01-02 (2002); 28-31
Revista de Investigación de Física; Vol. 5 Núm. 01-02 (2002); 28-31
1728-2977
1605-7724
reponame:Revistas - Universidad Nacional Mayor de San Marcos
instname:Universidad Nacional Mayor de San Marcos
instacron:UNMSM
instname_str Universidad Nacional Mayor de San Marcos
instacron_str UNMSM
institution UNMSM
reponame_str Revistas - Universidad Nacional Mayor de San Marcos
collection Revistas - Universidad Nacional Mayor de San Marcos
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 13.886751
Invariant recognition of rectangular biscuits through an algorithm operating exclusively in hough space. Flawed pieces detection
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