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Accuracy Improvement of Binocular Vision Measurement System for Slope Deformation Monitoring

This paper studies the limitations of binocular vision technology in monitoring accuracy. The factors affecting the surface displacement monitoring of the slope are analyzed mainly from system structure parameters and environment parameters. Based on the error analysis theory, the functional relatio...

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Detalles Bibliográficos
Autores principales: Hu, Qijun, Feng, Ziyuan, He, Leping, Shou, Zihe, Zeng, Junsen, Tan, Jie, Bai, Yu, Cai, Qijie, Gu, Yucheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180551/
https://www.ncbi.nlm.nih.gov/pubmed/32252476
http://dx.doi.org/10.3390/s20071994
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author Hu, Qijun
Feng, Ziyuan
He, Leping
Shou, Zihe
Zeng, Junsen
Tan, Jie
Bai, Yu
Cai, Qijie
Gu, Yucheng
author_facet Hu, Qijun
Feng, Ziyuan
He, Leping
Shou, Zihe
Zeng, Junsen
Tan, Jie
Bai, Yu
Cai, Qijie
Gu, Yucheng
author_sort Hu, Qijun
collection PubMed
description This paper studies the limitations of binocular vision technology in monitoring accuracy. The factors affecting the surface displacement monitoring of the slope are analyzed mainly from system structure parameters and environment parameters. Based on the error analysis theory, the functional relationship between the structure parameters and the monitoring error is studied. The error distribution curve is obtained through laboratory testing and sensitivity analysis, and parameter selection criteria are proposed. Corresponding image optimization methods are designed according to the error distribution curve of the environment parameters, and a large number of tests proved that the methods effectively improved the measurement accuracy of slope deformation monitoring. Finally, the reliability and accuracy of the proposed system and method are verified by displacement measurement of a slope on site.
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spelling pubmed-71805512020-05-01 Accuracy Improvement of Binocular Vision Measurement System for Slope Deformation Monitoring Hu, Qijun Feng, Ziyuan He, Leping Shou, Zihe Zeng, Junsen Tan, Jie Bai, Yu Cai, Qijie Gu, Yucheng Sensors (Basel) Article This paper studies the limitations of binocular vision technology in monitoring accuracy. The factors affecting the surface displacement monitoring of the slope are analyzed mainly from system structure parameters and environment parameters. Based on the error analysis theory, the functional relationship between the structure parameters and the monitoring error is studied. The error distribution curve is obtained through laboratory testing and sensitivity analysis, and parameter selection criteria are proposed. Corresponding image optimization methods are designed according to the error distribution curve of the environment parameters, and a large number of tests proved that the methods effectively improved the measurement accuracy of slope deformation monitoring. Finally, the reliability and accuracy of the proposed system and method are verified by displacement measurement of a slope on site. MDPI 2020-04-02 /pmc/articles/PMC7180551/ /pubmed/32252476 http://dx.doi.org/10.3390/s20071994 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hu, Qijun
Feng, Ziyuan
He, Leping
Shou, Zihe
Zeng, Junsen
Tan, Jie
Bai, Yu
Cai, Qijie
Gu, Yucheng
Accuracy Improvement of Binocular Vision Measurement System for Slope Deformation Monitoring
title Accuracy Improvement of Binocular Vision Measurement System for Slope Deformation Monitoring
title_full Accuracy Improvement of Binocular Vision Measurement System for Slope Deformation Monitoring
title_fullStr Accuracy Improvement of Binocular Vision Measurement System for Slope Deformation Monitoring
title_full_unstemmed Accuracy Improvement of Binocular Vision Measurement System for Slope Deformation Monitoring
title_short Accuracy Improvement of Binocular Vision Measurement System for Slope Deformation Monitoring
title_sort accuracy improvement of binocular vision measurement system for slope deformation monitoring
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180551/
https://www.ncbi.nlm.nih.gov/pubmed/32252476
http://dx.doi.org/10.3390/s20071994
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