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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7180551 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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