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High Precision Optical Tracking System Based on near Infrared Trinocular Stereo Vision
A high precision optical tracking system (OTS) based on near infrared (NIR) trinocular stereo vision (TSV) is presented in this paper. Compared with the traditional OTS on the basis of binocular stereo vision (BSV), hardware and software are improved. In the hardware aspect, a NIR TSV platform is bu...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8038438/ https://www.ncbi.nlm.nih.gov/pubmed/33916582 http://dx.doi.org/10.3390/s21072528 |
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author | Bi, Songlin Gu, Yonggang Zou, Jiaqi Wang, Lianpo Zhai, Chao Gong, Ming |
author_facet | Bi, Songlin Gu, Yonggang Zou, Jiaqi Wang, Lianpo Zhai, Chao Gong, Ming |
author_sort | Bi, Songlin |
collection | PubMed |
description | A high precision optical tracking system (OTS) based on near infrared (NIR) trinocular stereo vision (TSV) is presented in this paper. Compared with the traditional OTS on the basis of binocular stereo vision (BSV), hardware and software are improved. In the hardware aspect, a NIR TSV platform is built, and a new active tool is designed. Imaging markers of the tool are uniform and complete with large measurement angle (>60°). In the software aspect, the deployment of extra camera brings high computational complexity. To reduce the computational burden, a fast nearest neighbor feature point extraction algorithm (FNNF) is proposed. The proposed method increases the speed of feature points extraction by hundreds of times over the traditional pixel-by-pixel searching method. The modified NIR multi-camera calibration method and 3D reconstruction algorithm further improve the tracking accuracy. Experimental results show that the calibration accuracy of the NIR camera can reach 0.02%, positioning accuracy of markers can reach 0.0240 mm, and dynamic tracking accuracy can reach 0.0938 mm. OTS can be adopted in high-precision dynamic tracking. |
format | Online Article Text |
id | pubmed-8038438 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80384382021-04-12 High Precision Optical Tracking System Based on near Infrared Trinocular Stereo Vision Bi, Songlin Gu, Yonggang Zou, Jiaqi Wang, Lianpo Zhai, Chao Gong, Ming Sensors (Basel) Article A high precision optical tracking system (OTS) based on near infrared (NIR) trinocular stereo vision (TSV) is presented in this paper. Compared with the traditional OTS on the basis of binocular stereo vision (BSV), hardware and software are improved. In the hardware aspect, a NIR TSV platform is built, and a new active tool is designed. Imaging markers of the tool are uniform and complete with large measurement angle (>60°). In the software aspect, the deployment of extra camera brings high computational complexity. To reduce the computational burden, a fast nearest neighbor feature point extraction algorithm (FNNF) is proposed. The proposed method increases the speed of feature points extraction by hundreds of times over the traditional pixel-by-pixel searching method. The modified NIR multi-camera calibration method and 3D reconstruction algorithm further improve the tracking accuracy. Experimental results show that the calibration accuracy of the NIR camera can reach 0.02%, positioning accuracy of markers can reach 0.0240 mm, and dynamic tracking accuracy can reach 0.0938 mm. OTS can be adopted in high-precision dynamic tracking. MDPI 2021-04-04 /pmc/articles/PMC8038438/ /pubmed/33916582 http://dx.doi.org/10.3390/s21072528 Text en © 2021 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 Bi, Songlin Gu, Yonggang Zou, Jiaqi Wang, Lianpo Zhai, Chao Gong, Ming High Precision Optical Tracking System Based on near Infrared Trinocular Stereo Vision |
title | High Precision Optical Tracking System Based on near Infrared Trinocular Stereo Vision |
title_full | High Precision Optical Tracking System Based on near Infrared Trinocular Stereo Vision |
title_fullStr | High Precision Optical Tracking System Based on near Infrared Trinocular Stereo Vision |
title_full_unstemmed | High Precision Optical Tracking System Based on near Infrared Trinocular Stereo Vision |
title_short | High Precision Optical Tracking System Based on near Infrared Trinocular Stereo Vision |
title_sort | high precision optical tracking system based on near infrared trinocular stereo vision |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8038438/ https://www.ncbi.nlm.nih.gov/pubmed/33916582 http://dx.doi.org/10.3390/s21072528 |
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