Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1782214490639564800 |
---|---|
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. |
format | Online Article Text |
id | pubmed-3198772 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT ljungqvistmartingeorg imageanalysisofpelletsizeforacontrolsysteminindustrialfeedproduction AT nielsenmichaelengelbrecht imageanalysisofpelletsizeforacontrolsysteminindustrialfeedproduction AT ersbøllbjarnekjær imageanalysisofpelletsizeforacontrolsysteminindustrialfeedproduction AT froschstina imageanalysisofpelletsizeforacontrolsysteminindustrialfeedproduction |