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Image Analysis of Pellet Size for a Control System in Industrial Feed Production

When producing aquaculture fish feed pellets, the size of the output product is of immense importance. As the production method cannot produce pellets of constant and uniform size using constant machine settings, there is a demand for size control. Fish fed with feed pellets of improper size are pro...

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Detalles Bibliográficos
Autores principales: Ljungqvist, Martin Georg, Nielsen, Michael Engelbrecht, Ersbøll, Bjarne Kjær, Frosch, Stina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3198772/
https://www.ncbi.nlm.nih.gov/pubmed/22031836
http://dx.doi.org/10.1371/journal.pone.0026492
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author Ljungqvist, Martin Georg
Nielsen, Michael Engelbrecht
Ersbøll, Bjarne Kjær
Frosch, Stina
author_facet Ljungqvist, Martin Georg
Nielsen, Michael Engelbrecht
Ersbøll, Bjarne Kjær
Frosch, Stina
author_sort Ljungqvist, Martin Georg
collection PubMed
description When producing aquaculture fish feed pellets, the size of the output product is of immense importance. As the production method cannot produce pellets of constant and uniform size using constant machine settings, there is a demand for size control. Fish fed with feed pellets of improper size are prone to not grow as expected, which is undesirable to the aquaculture industry. In this paper an image analysis method is proposed for automatic size-monitoring of pellets. This is called granulometry and the method used here is based on the mathematical morphological opening operation. In the proposed method, no image object segmentation is needed. The results show that it is possible to extract a general size distribution from an image of piled disordered pellets representing both length and diameter of the pellets in combination as an area.
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spelling pubmed-31987722011-10-26 Image Analysis of Pellet Size for a Control System in Industrial Feed Production Ljungqvist, Martin Georg Nielsen, Michael Engelbrecht Ersbøll, Bjarne Kjær Frosch, Stina PLoS One Research Article When producing aquaculture fish feed pellets, the size of the output product is of immense importance. As the production method cannot produce pellets of constant and uniform size using constant machine settings, there is a demand for size control. Fish fed with feed pellets of improper size are prone to not grow as expected, which is undesirable to the aquaculture industry. In this paper an image analysis method is proposed for automatic size-monitoring of pellets. This is called granulometry and the method used here is based on the mathematical morphological opening operation. In the proposed method, no image object segmentation is needed. The results show that it is possible to extract a general size distribution from an image of piled disordered pellets representing both length and diameter of the pellets in combination as an area. Public Library of Science 2011-10-21 /pmc/articles/PMC3198772/ /pubmed/22031836 http://dx.doi.org/10.1371/journal.pone.0026492 Text en Ljungqvist et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Ljungqvist, Martin Georg
Nielsen, Michael Engelbrecht
Ersbøll, Bjarne Kjær
Frosch, Stina
Image Analysis of Pellet Size for a Control System in Industrial Feed Production
title Image Analysis of Pellet Size for a Control System in Industrial Feed Production
title_full Image Analysis of Pellet Size for a Control System in Industrial Feed Production
title_fullStr Image Analysis of Pellet Size for a Control System in Industrial Feed Production
title_full_unstemmed Image Analysis of Pellet Size for a Control System in Industrial Feed Production
title_short Image Analysis of Pellet Size for a Control System in Industrial Feed Production
title_sort image analysis of pellet size for a control system in industrial feed production
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3198772/
https://www.ncbi.nlm.nih.gov/pubmed/22031836
http://dx.doi.org/10.1371/journal.pone.0026492
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