Review: computer vision applied to the inspection and quality control of fruits and vegetables

This is a review of the current existing literature concerning the inspection of fruits and vegetables with the application of computer vision, where the techniques most used to estimate various properties related to quality are analyzed. The objectives of the typical applications of such systems include the classification, quality estimation according to the internal and external characteristics, supervision of fruit processes during storage or the evaluation of experimental treatments. In general, computer vision systems do not only replace manual inspection, but can also improve their skills. In conclusion, computer vision systems are powerful tools for the automatic inspection of fruits and vegetables. In addition, the development of such systems adapted to the food industry is fundamental to achieve competitive advantages.

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Bibliographic Details
Main Authors: Saldaña,Erick, Siche,Raúl, Luján,Mariano, Quevedo,Roberto
Format: Digital revista
Language:English
Published: Instituto de Tecnologia de Alimentos - ITAL 2013
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1981-67232013000400002
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spelling oai:scielo:S1981-672320130004000022014-01-08Review: computer vision applied to the inspection and quality control of fruits and vegetablesSaldaña,ErickSiche,RaúlLuján,MarianoQuevedo,Roberto Computer vision Image analysis Automatic inspection Quality control Real time This is a review of the current existing literature concerning the inspection of fruits and vegetables with the application of computer vision, where the techniques most used to estimate various properties related to quality are analyzed. The objectives of the typical applications of such systems include the classification, quality estimation according to the internal and external characteristics, supervision of fruit processes during storage or the evaluation of experimental treatments. In general, computer vision systems do not only replace manual inspection, but can also improve their skills. In conclusion, computer vision systems are powerful tools for the automatic inspection of fruits and vegetables. In addition, the development of such systems adapted to the food industry is fundamental to achieve competitive advantages.info:eu-repo/semantics/openAccessInstituto de Tecnologia de Alimentos - ITALBrazilian Journal of Food Technology v.16 n.4 20132013-12-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1981-67232013000400002en10.1590/S1981-67232013005000031
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country Brasil
countrycode BR
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region America del Sur
libraryname SciELO
language English
format Digital
author Saldaña,Erick
Siche,Raúl
Luján,Mariano
Quevedo,Roberto
spellingShingle Saldaña,Erick
Siche,Raúl
Luján,Mariano
Quevedo,Roberto
Review: computer vision applied to the inspection and quality control of fruits and vegetables
author_facet Saldaña,Erick
Siche,Raúl
Luján,Mariano
Quevedo,Roberto
author_sort Saldaña,Erick
title Review: computer vision applied to the inspection and quality control of fruits and vegetables
title_short Review: computer vision applied to the inspection and quality control of fruits and vegetables
title_full Review: computer vision applied to the inspection and quality control of fruits and vegetables
title_fullStr Review: computer vision applied to the inspection and quality control of fruits and vegetables
title_full_unstemmed Review: computer vision applied to the inspection and quality control of fruits and vegetables
title_sort review: computer vision applied to the inspection and quality control of fruits and vegetables
description This is a review of the current existing literature concerning the inspection of fruits and vegetables with the application of computer vision, where the techniques most used to estimate various properties related to quality are analyzed. The objectives of the typical applications of such systems include the classification, quality estimation according to the internal and external characteristics, supervision of fruit processes during storage or the evaluation of experimental treatments. In general, computer vision systems do not only replace manual inspection, but can also improve their skills. In conclusion, computer vision systems are powerful tools for the automatic inspection of fruits and vegetables. In addition, the development of such systems adapted to the food industry is fundamental to achieve competitive advantages.
publisher Instituto de Tecnologia de Alimentos - ITAL
publishDate 2013
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1981-67232013000400002
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