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A Simple Differential Microwave Imaging Approach for In-Line Inspection of Food Products
Microwave imaging has been recently proposed as alternative technology for in-line inspection of packaged products in the food industry, thanks to its non-invasiveness and the low-cost of the equipment. In this framework, simple and effective detection/imaging strategies, able to reveal the presence...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865176/ https://www.ncbi.nlm.nih.gov/pubmed/36679575 http://dx.doi.org/10.3390/s23020779 |
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author | Zeni, Noemi Crocco, Lorenzo Cavagnaro, Marta Bellizzi, Gennaro |
author_facet | Zeni, Noemi Crocco, Lorenzo Cavagnaro, Marta Bellizzi, Gennaro |
author_sort | Zeni, Noemi |
collection | PubMed |
description | Microwave imaging has been recently proposed as alternative technology for in-line inspection of packaged products in the food industry, thanks to its non-invasiveness and the low-cost of the equipment. In this framework, simple and effective detection/imaging strategies, able to reveal the presence of foreign bodies that may have contaminated the product during the packaging stage, are needed to allow real-time and reliable detection, thus avoiding delays along the production line and limiting occurrence of false detections (either negative or positive). In this work, a novel detection/imaging approach meeting these requirements is presented. The approach performs the detection/imaging of the contaminant by exploiting the symmetries usually characterizing the food items. Such symmetries are broken by the presence of foreign bodies, thereby determining a differential signal that can be processed to reveal their presence. In so doing, the approach does not require the prior measurement of a reference, defect-free, item. With respect to the quite common case of homogeneous food packaged in circular plastic/glass jars, numerical analyses are provided to show the effectiveness of the proposed approach. |
format | Online Article Text |
id | pubmed-9865176 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98651762023-01-22 A Simple Differential Microwave Imaging Approach for In-Line Inspection of Food Products Zeni, Noemi Crocco, Lorenzo Cavagnaro, Marta Bellizzi, Gennaro Sensors (Basel) Article Microwave imaging has been recently proposed as alternative technology for in-line inspection of packaged products in the food industry, thanks to its non-invasiveness and the low-cost of the equipment. In this framework, simple and effective detection/imaging strategies, able to reveal the presence of foreign bodies that may have contaminated the product during the packaging stage, are needed to allow real-time and reliable detection, thus avoiding delays along the production line and limiting occurrence of false detections (either negative or positive). In this work, a novel detection/imaging approach meeting these requirements is presented. The approach performs the detection/imaging of the contaminant by exploiting the symmetries usually characterizing the food items. Such symmetries are broken by the presence of foreign bodies, thereby determining a differential signal that can be processed to reveal their presence. In so doing, the approach does not require the prior measurement of a reference, defect-free, item. With respect to the quite common case of homogeneous food packaged in circular plastic/glass jars, numerical analyses are provided to show the effectiveness of the proposed approach. MDPI 2023-01-10 /pmc/articles/PMC9865176/ /pubmed/36679575 http://dx.doi.org/10.3390/s23020779 Text en © 2023 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 Zeni, Noemi Crocco, Lorenzo Cavagnaro, Marta Bellizzi, Gennaro A Simple Differential Microwave Imaging Approach for In-Line Inspection of Food Products |
title | A Simple Differential Microwave Imaging Approach for In-Line Inspection of Food Products |
title_full | A Simple Differential Microwave Imaging Approach for In-Line Inspection of Food Products |
title_fullStr | A Simple Differential Microwave Imaging Approach for In-Line Inspection of Food Products |
title_full_unstemmed | A Simple Differential Microwave Imaging Approach for In-Line Inspection of Food Products |
title_short | A Simple Differential Microwave Imaging Approach for In-Line Inspection of Food Products |
title_sort | simple differential microwave imaging approach for in-line inspection of food products |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865176/ https://www.ncbi.nlm.nih.gov/pubmed/36679575 http://dx.doi.org/10.3390/s23020779 |
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