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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...

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Detalles Bibliográficos
Autores principales: Leizea, Ibai, Herrera, Imanol, Puerto, Pablo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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