Image analysis for automatic feature estimation of the Mangifera indica fruit

Determination of fruit features such as weight, level of maturity and level of spots is an essential step to fulfill export requirements. This paper presents a methodology to estimate these characteristics from a set of images obtained from mango fruits. The methods for determining the level of matu...

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Autores:
German Sanchez Torres; Professor, Universidad del Magdalena, Santa Marta (Colombia). Research and Development Group in New Information and Communication Technologies (GIDTIC). PhD in Systems Engineering, Universidad Nacional de Colombia.
Deimer Ballesteros Padilla; Electronic Engineer, Universidad del Magdalena, Santa Marta (Colombia). Support and Development Engineer, Infrastructure for Information Technologies, S.A.
Adolfo Moreno Bermúdez; Electronic Engineer, Universidad del Magdalena, Santa Marta (Colombia). Support and Development Engineer, Process Automation and Integrated Services, S.A
Tipo de recurso:
Fecha de publicación:
2013
Institución:
Universidad del Norte
Repositorio:
Repositorio Uninorte
Idioma:
eng
OAI Identifier:
oai:manglar.uninorte.edu.co:10584/4203
Acceso en línea:
http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/view/4467
http://hdl.handle.net/10584/4203
Palabra clave:
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License
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spelling German Sanchez Torres; Professor, Universidad del Magdalena, Santa Marta (Colombia). Research and Development Group in New Information and Communication Technologies (GIDTIC). PhD in Systems Engineering, Universidad Nacional de Colombia.Deimer Ballesteros Padilla; Electronic Engineer, Universidad del Magdalena, Santa Marta (Colombia). Support and Development Engineer, Infrastructure for Information Technologies, S.A.Adolfo Moreno Bermúdez; Electronic Engineer, Universidad del Magdalena, Santa Marta (Colombia). Support and Development Engineer, Process Automation and Integrated Services, S.AColombia2013-08-31T23:11:14Z2013-08-31T23:11:14Z2013-07-07http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/view/4467http://hdl.handle.net/10584/4203Determination of fruit features such as weight, level of maturity and level of spots is an essential step to fulfill export requirements. This paper presents a methodology to estimate these characteristics from a set of images obtained from mango fruits. The methods for determining the level of maturity and level of spots showed an overall accuracy above 90%, while the error margin for the weight determination process did not exceed 6 grams.La determinación de las características del fruto como el peso, grado de maduración y nivel de manchas es un paso importante para determinar los requerimientos necesarios establecidos para los procesos de exportación de este producto. Este trabajo presenta una metodología para determinar estas características a partir de un conjunto de imágenes obtenidas del fruto. Los métodos para la determinación del grado de maduración y el nivel de manchas mostraron una efectividad superior al 90% y un margen de error inferior a los 6 gramos en la determinación del peso.application/pdfengUniversidad del Nortehttp://rcientificas.uninorte.edu.co/index.php/ingenieria/article/download/4467/15704http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/download/4467/15706http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/download/4467/15708http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/download/4467/16023Revista Científica Ingeniería y Desarrollo; Vol 31, No 1 (2013): Enero-Junio; 84-104instname:Universidad del Nortereponame:Repositorio Digital de la Universidad del NorteImage analysis for automatic feature estimation of the Mangifera indica fruitAnálisis de imágenes para la estimación automatizada de características del fruto Mangifera indicaarticlepublishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_6501http://purl.org/coar/access_right/c_abf210584/4203oai:172.16.14.36:10584/42032015-10-07 01:47:20.265Repositorio Digital de la Universidad del Nortemauribe@uninorte.edu.co
dc.title.none.fl_str_mv Image analysis for automatic feature estimation of the Mangifera indica fruit
Análisis de imágenes para la estimación automatizada de características del fruto Mangifera indica
title Image analysis for automatic feature estimation of the Mangifera indica fruit
spellingShingle Image analysis for automatic feature estimation of the Mangifera indica fruit
title_short Image analysis for automatic feature estimation of the Mangifera indica fruit
title_full Image analysis for automatic feature estimation of the Mangifera indica fruit
title_fullStr Image analysis for automatic feature estimation of the Mangifera indica fruit
title_full_unstemmed Image analysis for automatic feature estimation of the Mangifera indica fruit
title_sort Image analysis for automatic feature estimation of the Mangifera indica fruit
dc.creator.fl_str_mv German Sanchez Torres; Professor, Universidad del Magdalena, Santa Marta (Colombia). Research and Development Group in New Information and Communication Technologies (GIDTIC). PhD in Systems Engineering, Universidad Nacional de Colombia.
Deimer Ballesteros Padilla; Electronic Engineer, Universidad del Magdalena, Santa Marta (Colombia). Support and Development Engineer, Infrastructure for Information Technologies, S.A.
Adolfo Moreno Bermúdez; Electronic Engineer, Universidad del Magdalena, Santa Marta (Colombia). Support and Development Engineer, Process Automation and Integrated Services, S.A
dc.contributor.author.none.fl_str_mv German Sanchez Torres; Professor, Universidad del Magdalena, Santa Marta (Colombia). Research and Development Group in New Information and Communication Technologies (GIDTIC). PhD in Systems Engineering, Universidad Nacional de Colombia.
Deimer Ballesteros Padilla; Electronic Engineer, Universidad del Magdalena, Santa Marta (Colombia). Support and Development Engineer, Infrastructure for Information Technologies, S.A.
Adolfo Moreno Bermúdez; Electronic Engineer, Universidad del Magdalena, Santa Marta (Colombia). Support and Development Engineer, Process Automation and Integrated Services, S.A
description Determination of fruit features such as weight, level of maturity and level of spots is an essential step to fulfill export requirements. This paper presents a methodology to estimate these characteristics from a set of images obtained from mango fruits. The methods for determining the level of maturity and level of spots showed an overall accuracy above 90%, while the error margin for the weight determination process did not exceed 6 grams.
publishDate 2013
dc.date.accessioned.none.fl_str_mv 2013-08-31T23:11:14Z
dc.date.available.none.fl_str_mv 2013-08-31T23:11:14Z
dc.date.issued.none.fl_str_mv 2013-07-07
dc.type.none.fl_str_mv article
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_6501
dc.type.hasVersion.none.fl_str_mv publishedVersion
dc.identifier.other.none.fl_str_mv http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/view/4467
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10584/4203
url http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/view/4467
http://hdl.handle.net/10584/4203
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/download/4467/15704
http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/download/4467/15706
http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/download/4467/15708
http://rcientificas.uninorte.edu.co/index.php/ingenieria/article/download/4467/16023
dc.relation.ispartof.none.fl_str_mv Revista Científica Ingeniería y Desarrollo; Vol 31, No 1 (2013): Enero-Junio; 84-104
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv http://purl.org/coar/access_right/c_abf2
dc.format.none.fl_str_mv application/pdf
dc.coverage.spatial.none.fl_str_mv Colombia
dc.publisher.none.fl_str_mv Universidad del Norte
publisher.none.fl_str_mv Universidad del Norte
dc.source.none.fl_str_mv instname:Universidad del Norte
reponame:Repositorio Digital de la Universidad del Norte
instname_str Universidad del Norte
institution Universidad del Norte
reponame_str Repositorio Digital de la Universidad del Norte
collection Repositorio Digital de la Universidad del Norte
repository.name.fl_str_mv Repositorio Digital de la Universidad del Norte
repository.mail.fl_str_mv mauribe@uninorte.edu.co
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