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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...

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Detalles Bibliográficos
Autores principales: Zeni, Noemi, Crocco, Lorenzo, Cavagnaro, Marta, Bellizzi, Gennaro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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