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Laser Ranging-Assisted Binocular Visual Sensor Tracking System
Aimed at improving the low measurement accuracy of the binocular vision sensor along the optical axis in the process of target tracking, we proposed a method for auxiliary correction using a laser-ranging sensor in this paper. In the process of system measurement, limited to the mechanical performan...
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/PMC7038405/ https://www.ncbi.nlm.nih.gov/pubmed/32012762 http://dx.doi.org/10.3390/s20030688 |
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author | Wang, Qilong Zhang, Yu Shi, Weichao Nie, Meng |
author_facet | Wang, Qilong Zhang, Yu Shi, Weichao Nie, Meng |
author_sort | Wang, Qilong |
collection | PubMed |
description | Aimed at improving the low measurement accuracy of the binocular vision sensor along the optical axis in the process of target tracking, we proposed a method for auxiliary correction using a laser-ranging sensor in this paper. In the process of system measurement, limited to the mechanical performance of the two-dimensional turntable, the measurement value of a laser-ranging sensor is lagged. In this paper, the lag information is updated directly to solve the time delay. Moreover, in order to give full play to the advantages of binocular vision sensors and laser-ranging sensors in target tracking, federated filtering is used to improve the information utilization and measurement accuracy and to solve the estimated correlation. The experimental results show that the real-time and measurement accuracy of the laser ranging-assisted binocular visual-tracking system is improved by the direct update algorithm and the federal filtering algorithm. The results of this paper are significant for binocular vision sensors and laser-ranging sensors in engineering applications involving target tracking systems. |
format | Online Article Text |
id | pubmed-7038405 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-70384052020-03-09 Laser Ranging-Assisted Binocular Visual Sensor Tracking System Wang, Qilong Zhang, Yu Shi, Weichao Nie, Meng Sensors (Basel) Article Aimed at improving the low measurement accuracy of the binocular vision sensor along the optical axis in the process of target tracking, we proposed a method for auxiliary correction using a laser-ranging sensor in this paper. In the process of system measurement, limited to the mechanical performance of the two-dimensional turntable, the measurement value of a laser-ranging sensor is lagged. In this paper, the lag information is updated directly to solve the time delay. Moreover, in order to give full play to the advantages of binocular vision sensors and laser-ranging sensors in target tracking, federated filtering is used to improve the information utilization and measurement accuracy and to solve the estimated correlation. The experimental results show that the real-time and measurement accuracy of the laser ranging-assisted binocular visual-tracking system is improved by the direct update algorithm and the federal filtering algorithm. The results of this paper are significant for binocular vision sensors and laser-ranging sensors in engineering applications involving target tracking systems. MDPI 2020-01-27 /pmc/articles/PMC7038405/ /pubmed/32012762 http://dx.doi.org/10.3390/s20030688 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 Wang, Qilong Zhang, Yu Shi, Weichao Nie, Meng Laser Ranging-Assisted Binocular Visual Sensor Tracking System |
title | Laser Ranging-Assisted Binocular Visual Sensor Tracking System |
title_full | Laser Ranging-Assisted Binocular Visual Sensor Tracking System |
title_fullStr | Laser Ranging-Assisted Binocular Visual Sensor Tracking System |
title_full_unstemmed | Laser Ranging-Assisted Binocular Visual Sensor Tracking System |
title_short | Laser Ranging-Assisted Binocular Visual Sensor Tracking System |
title_sort | laser ranging-assisted binocular visual sensor tracking system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7038405/ https://www.ncbi.nlm.nih.gov/pubmed/32012762 http://dx.doi.org/10.3390/s20030688 |
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