Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Qilong, Zhang, Yu, Shi, Weichao, Nie, Meng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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
_version_ 1783500632801411072
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
work_keys_str_mv AT wangqilong laserrangingassistedbinocularvisualsensortrackingsystem
AT zhangyu laserrangingassistedbinocularvisualsensortrackingsystem
AT shiweichao laserrangingassistedbinocularvisualsensortrackingsystem
AT niemeng laserrangingassistedbinocularvisualsensortrackingsystem