Colorimetric image analysis as a factor in assessing the quality of pork ham slices during storage

ABSTRACT: This study analysed the colour changes of stored pork ham slices at two temperatures (4 and 8°C) to compare two imaging methodologies for estimating colour changes over time in CIELAB colour spaces through a DigiEye® and stereoscope with digital image analysis. Colour space changes were an...

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Autores:
Porras Barrientos, Luis Danilo
Camelo Méndez, Gustavo Adolfo
Sotelo Díaz, Luz Indira
Ochoa González, Oscar Alberto
González Hurtado, María Isabel
Quintanilla Carvajal, María Ximena
Tipo de recurso:
Article of investigation
Fecha de publicación:
2015
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/38243
Acceso en línea:
https://hdl.handle.net/10495/38243
Palabra clave:
Colorimetría
Colorimetry
Jamón
Ham
Condiciones de almacenaje
Storage conditions
ΔE*ab
http://aims.fao.org/aos/agrovoc/c_e6d4c657
https://id.nlm.nih.gov/mesh/D003124
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc/2.5/co/
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oai_identifier_str oai:bibliotecadigital.udea.edu.co:10495/38243
network_acronym_str UDEA2
network_name_str Repositorio UdeA
repository_id_str
dc.title.spa.fl_str_mv Colorimetric image analysis as a factor in assessing the quality of pork ham slices during storage
dc.title.translated.spa.fl_str_mv Análisis colorimétrico de imágenes como factor de evaluación de la calidad de rebanadas de jamón de cerdo durante almacenamiento
title Colorimetric image analysis as a factor in assessing the quality of pork ham slices during storage
spellingShingle Colorimetric image analysis as a factor in assessing the quality of pork ham slices during storage
Colorimetría
Colorimetry
Jamón
Ham
Condiciones de almacenaje
Storage conditions
ΔE*ab
http://aims.fao.org/aos/agrovoc/c_e6d4c657
https://id.nlm.nih.gov/mesh/D003124
title_short Colorimetric image analysis as a factor in assessing the quality of pork ham slices during storage
title_full Colorimetric image analysis as a factor in assessing the quality of pork ham slices during storage
title_fullStr Colorimetric image analysis as a factor in assessing the quality of pork ham slices during storage
title_full_unstemmed Colorimetric image analysis as a factor in assessing the quality of pork ham slices during storage
title_sort Colorimetric image analysis as a factor in assessing the quality of pork ham slices during storage
dc.creator.fl_str_mv Porras Barrientos, Luis Danilo
Camelo Méndez, Gustavo Adolfo
Sotelo Díaz, Luz Indira
Ochoa González, Oscar Alberto
González Hurtado, María Isabel
Quintanilla Carvajal, María Ximena
dc.contributor.author.none.fl_str_mv Porras Barrientos, Luis Danilo
Camelo Méndez, Gustavo Adolfo
Sotelo Díaz, Luz Indira
Ochoa González, Oscar Alberto
González Hurtado, María Isabel
Quintanilla Carvajal, María Ximena
dc.contributor.researchgroup.spa.fl_str_mv Grupo de Investigación en Ciencia Sensorial
dc.subject.decs.none.fl_str_mv Colorimetría
Colorimetry
topic Colorimetría
Colorimetry
Jamón
Ham
Condiciones de almacenaje
Storage conditions
ΔE*ab
http://aims.fao.org/aos/agrovoc/c_e6d4c657
https://id.nlm.nih.gov/mesh/D003124
dc.subject.lemb.none.fl_str_mv Jamón
Ham
dc.subject.agrovoc.none.fl_str_mv Condiciones de almacenaje
Storage conditions
dc.subject.proposal.spa.fl_str_mv ΔE*ab
dc.subject.agrovocuri.none.fl_str_mv http://aims.fao.org/aos/agrovoc/c_e6d4c657
dc.subject.meshuri.none.fl_str_mv https://id.nlm.nih.gov/mesh/D003124
description ABSTRACT: This study analysed the colour changes of stored pork ham slices at two temperatures (4 and 8°C) to compare two imaging methodologies for estimating colour changes over time in CIELAB colour spaces through a DigiEye® and stereoscope with digital image analysis. Colour space changes were analysed using a computer vision system for image segmentation analysis. It was determined that from the ninth day, changes could be perceived in the representative colour of ham slices using DigiEye®. Finally, colour prediction equations with R 2 >0.85 were determined as a tool for electronic monitoring to assessing the quality of pork ham slices during storage.
publishDate 2015
dc.date.issued.none.fl_str_mv 2015
dc.date.accessioned.none.fl_str_mv 2024-02-20T02:23:51Z
dc.date.available.none.fl_str_mv 2024-02-20T02:23:51Z
dc.type.spa.fl_str_mv Artículo de investigación
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.redcol.spa.fl_str_mv https://purl.org/redcol/resource_type/ART
dc.type.coarversion.spa.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.issn.none.fl_str_mv 1665-2738
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/10495/38243
dc.identifier.eissn.none.fl_str_mv 2395-8472
identifier_str_mv 1665-2738
2395-8472
url https://hdl.handle.net/10495/38243
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournalabbrev.spa.fl_str_mv Rev. Mex. Ing. Quim.
dc.relation.citationendpage.spa.fl_str_mv 252
dc.relation.citationissue.spa.fl_str_mv 2
dc.relation.citationstartpage.spa.fl_str_mv 243
dc.relation.citationvolume.spa.fl_str_mv 14
dc.relation.ispartofjournal.spa.fl_str_mv Revista Mexicana de Ingeniera Química
dc.rights.uri.*.fl_str_mv http://creativecommons.org/licenses/by-nc/2.5/co/
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eu_rights_str_mv openAccess
dc.format.extent.spa.fl_str_mv 10 páginas
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dc.publisher.spa.fl_str_mv Universidad Autónoma Metropolitana, Unidad Iztapalapa, División de Ciencias Básicas e Ingeniería
dc.publisher.place.spa.fl_str_mv Ciudad de México, México
institution Universidad de Antioquia
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spelling Porras Barrientos, Luis DaniloCamelo Méndez, Gustavo AdolfoSotelo Díaz, Luz IndiraOchoa González, Oscar AlbertoGonzález Hurtado, María IsabelQuintanilla Carvajal, María XimenaGrupo de Investigación en Ciencia Sensorial2024-02-20T02:23:51Z2024-02-20T02:23:51Z20151665-2738https://hdl.handle.net/10495/382432395-8472ABSTRACT: This study analysed the colour changes of stored pork ham slices at two temperatures (4 and 8°C) to compare two imaging methodologies for estimating colour changes over time in CIELAB colour spaces through a DigiEye® and stereoscope with digital image analysis. Colour space changes were analysed using a computer vision system for image segmentation analysis. It was determined that from the ninth day, changes could be perceived in the representative colour of ham slices using DigiEye®. Finally, colour prediction equations with R 2 >0.85 were determined as a tool for electronic monitoring to assessing the quality of pork ham slices during storage.ABSTRACT: En este estudio se analizaron los cambios de color de rodajas de jamón de cerdo almacenadas a dos temperaturas (4 y 8°C) con el fin de comparar dos metodologías de captura de imagen para la estimación de los cambios de color en el tiempo en los espacios de color CIELAB a través de un DigiEye ®, y estereoscopio con análisis digital de imágenes. Los cambios de espacio de color se analizaron utilizando un sistema de visión por computador para el análisis de segmentación de las imágenes. Se determinó que a partir del noveno día, los cambios de color representativos podrían ser percibidos en las rebanadas de jamón utilizando DigiEye ®. Por ultimo, se lograron obtener ecuaciones de predicción de color con R 2 > 0.85 como una herramienta para el monitoreo electrónico para la evaluación de la calidad de las rodajas de jamón de cerdo durante el almacenamiento.Colombia. Ministerio de Ciencia, Tecnología e InnovaciónIndustria de Alimentos Zenú S.A.S.Grupo NutresaCOL010603910 páginasapplication/pdfengUniversidad Autónoma Metropolitana, Unidad Iztapalapa, División de Ciencias Básicas e IngenieríaCiudad de México, Méxicohttp://creativecommons.org/licenses/by-nc/2.5/co/https://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Colorimetric image analysis as a factor in assessing the quality of pork ham slices during storageAnálisis colorimétrico de imágenes como factor de evaluación de la calidad de rebanadas de jamón de cerdo durante almacenamientoArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionColorimetríaColorimetryJamónHamCondiciones de almacenajeStorage conditionsΔE*abhttp://aims.fao.org/aos/agrovoc/c_e6d4c657https://id.nlm.nih.gov/mesh/D003124Rev. Mex. Ing. 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