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Development of Imaging System for Online Detection of Chicken Meat with Wooden Breast Condition
In recent years, the wooden breast condition has emerged as a major meat quality defect in the poultry industry worldwide. Broiler pectoralis major muscle with the wooden breast condition is characterized by hardness upon human palpation, which can lead to decrease in meat value or even reduced cons...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838829/ https://www.ncbi.nlm.nih.gov/pubmed/35161781 http://dx.doi.org/10.3390/s22031036 |
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author | Yoon, Seung-Chul Bowker, Brian C. Zhuang, Hong Lawrence, Kurt C. |
author_facet | Yoon, Seung-Chul Bowker, Brian C. Zhuang, Hong Lawrence, Kurt C. |
author_sort | Yoon, Seung-Chul |
collection | PubMed |
description | In recent years, the wooden breast condition has emerged as a major meat quality defect in the poultry industry worldwide. Broiler pectoralis major muscle with the wooden breast condition is characterized by hardness upon human palpation, which can lead to decrease in meat value or even reduced consumer acceptance. The current method of wooden breast detection involves a visual and/or tactile evaluation. In this paper, we present a sideview imaging system for online detection of chicken breast fillets affected by the wooden breast condition. The system can measure a physical deformation (bending) of an individual chicken-breast fillet through high-speed imaging at about 200 frames per second and custom image processing techniques. The developed image processing algorithm shows the over 95% classification performance in detecting wooden breast fillets. |
format | Online Article Text |
id | pubmed-8838829 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88388292022-02-13 Development of Imaging System for Online Detection of Chicken Meat with Wooden Breast Condition Yoon, Seung-Chul Bowker, Brian C. Zhuang, Hong Lawrence, Kurt C. Sensors (Basel) Article In recent years, the wooden breast condition has emerged as a major meat quality defect in the poultry industry worldwide. Broiler pectoralis major muscle with the wooden breast condition is characterized by hardness upon human palpation, which can lead to decrease in meat value or even reduced consumer acceptance. The current method of wooden breast detection involves a visual and/or tactile evaluation. In this paper, we present a sideview imaging system for online detection of chicken breast fillets affected by the wooden breast condition. The system can measure a physical deformation (bending) of an individual chicken-breast fillet through high-speed imaging at about 200 frames per second and custom image processing techniques. The developed image processing algorithm shows the over 95% classification performance in detecting wooden breast fillets. MDPI 2022-01-28 /pmc/articles/PMC8838829/ /pubmed/35161781 http://dx.doi.org/10.3390/s22031036 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Yoon, Seung-Chul Bowker, Brian C. Zhuang, Hong Lawrence, Kurt C. Development of Imaging System for Online Detection of Chicken Meat with Wooden Breast Condition |
title | Development of Imaging System for Online Detection of Chicken Meat with Wooden Breast Condition |
title_full | Development of Imaging System for Online Detection of Chicken Meat with Wooden Breast Condition |
title_fullStr | Development of Imaging System for Online Detection of Chicken Meat with Wooden Breast Condition |
title_full_unstemmed | Development of Imaging System for Online Detection of Chicken Meat with Wooden Breast Condition |
title_short | Development of Imaging System for Online Detection of Chicken Meat with Wooden Breast Condition |
title_sort | development of imaging system for online detection of chicken meat with wooden breast condition |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838829/ https://www.ncbi.nlm.nih.gov/pubmed/35161781 http://dx.doi.org/10.3390/s22031036 |
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