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Calibration Procedure of a Multi-Camera System: Process Uncertainty Budget
The Automated six Degrees of Freedom (DoF) definition of industrial components has become an added value in production processes as long as the required accuracy is guaranteed. This is where multi-camera systems are finding their niche in the market. These systems provide, among other things, the ea...
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/PMC9864742/ https://www.ncbi.nlm.nih.gov/pubmed/36679388 http://dx.doi.org/10.3390/s23020589 |
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author | Leizea, Ibai Herrera, Imanol Puerto, Pablo |
author_facet | Leizea, Ibai Herrera, Imanol Puerto, Pablo |
author_sort | Leizea, Ibai |
collection | PubMed |
description | The Automated six Degrees of Freedom (DoF) definition of industrial components has become an added value in production processes as long as the required accuracy is guaranteed. This is where multi-camera systems are finding their niche in the market. These systems provide, among other things, the ease of automating tracking processes without human intervention and knowledge about vision and/or metrology. In addition, the cost of integrating a new sensor into the complete system is negligible compared to other multi-tracker systems. The increase in information from different points of view in multi-camera systems raises the accuracy, based on the premise that the more points of view, the lower the level of uncertainty. This work is devoted to the calibration procedures of multi-camera systems, which is decisive to achieve high performance, with a particular focus on the uncertainty budget. Moreover, an evaluation methodology has been carried out, which is key to determining the level of accuracy of the measurement system. |
format | Online Article Text |
id | pubmed-9864742 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98647422023-01-22 Calibration Procedure of a Multi-Camera System: Process Uncertainty Budget Leizea, Ibai Herrera, Imanol Puerto, Pablo Sensors (Basel) Article The Automated six Degrees of Freedom (DoF) definition of industrial components has become an added value in production processes as long as the required accuracy is guaranteed. This is where multi-camera systems are finding their niche in the market. These systems provide, among other things, the ease of automating tracking processes without human intervention and knowledge about vision and/or metrology. In addition, the cost of integrating a new sensor into the complete system is negligible compared to other multi-tracker systems. The increase in information from different points of view in multi-camera systems raises the accuracy, based on the premise that the more points of view, the lower the level of uncertainty. This work is devoted to the calibration procedures of multi-camera systems, which is decisive to achieve high performance, with a particular focus on the uncertainty budget. Moreover, an evaluation methodology has been carried out, which is key to determining the level of accuracy of the measurement system. MDPI 2023-01-04 /pmc/articles/PMC9864742/ /pubmed/36679388 http://dx.doi.org/10.3390/s23020589 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 Leizea, Ibai Herrera, Imanol Puerto, Pablo Calibration Procedure of a Multi-Camera System: Process Uncertainty Budget |
title | Calibration Procedure of a Multi-Camera System: Process Uncertainty Budget |
title_full | Calibration Procedure of a Multi-Camera System: Process Uncertainty Budget |
title_fullStr | Calibration Procedure of a Multi-Camera System: Process Uncertainty Budget |
title_full_unstemmed | Calibration Procedure of a Multi-Camera System: Process Uncertainty Budget |
title_short | Calibration Procedure of a Multi-Camera System: Process Uncertainty Budget |
title_sort | calibration procedure of a multi-camera system: process uncertainty budget |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9864742/ https://www.ncbi.nlm.nih.gov/pubmed/36679388 http://dx.doi.org/10.3390/s23020589 |
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