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Research of Online Hand–Eye Calibration Method Based on ChArUco Board
To solve the problem of inflexibility of offline hand–eye calibration in “eye-in-hand” modes, an online hand–eye calibration method based on the ChArUco board is proposed in this paper. Firstly, a hand–eye calibration model based on the ChArUco board is established, by analyzing the mathematical mod...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9147787/ https://www.ncbi.nlm.nih.gov/pubmed/35632215 http://dx.doi.org/10.3390/s22103805 |
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author | Lin, Wenwei Liang, Peidong Luo, Guantai Zhao, Ziyang Zhang, Chentao |
author_facet | Lin, Wenwei Liang, Peidong Luo, Guantai Zhao, Ziyang Zhang, Chentao |
author_sort | Lin, Wenwei |
collection | PubMed |
description | To solve the problem of inflexibility of offline hand–eye calibration in “eye-in-hand” modes, an online hand–eye calibration method based on the ChArUco board is proposed in this paper. Firstly, a hand–eye calibration model based on the ChArUco board is established, by analyzing the mathematical model of hand–eye calibration, and the image features of the ChArUco board. According to the advantages of the ChArUco board, with both the checkerboard and the ArUco marker, an online hand–eye calibration algorithm based on the ChArUco board is designed. Then, the online hand–eye calibration algorithm, based on the ChArUco board, is used to realize the dynamic adjustment of the hand–eye position relationship. Finally, the hand–eye calibration experiment is carried out to verify the accuracy of the hand–eye calibration based on the ChArUco board. The robustness and accuracy of the proposed method are verified by online hand–eye calibration experiments. The experimental results show that the accuracy of the online hand–eye calibration method proposed in this paper is between 0.4 mm and 0.6 mm, which is almost the same as the offline hand–eye calibration accuracy. The method in this paper utilizes the advantages of the ChArUco board to realize online hand–eye calibration, which improves the flexibility and robustness of hand–eye calibration. |
format | Online Article Text |
id | pubmed-9147787 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91477872022-05-29 Research of Online Hand–Eye Calibration Method Based on ChArUco Board Lin, Wenwei Liang, Peidong Luo, Guantai Zhao, Ziyang Zhang, Chentao Sensors (Basel) Communication To solve the problem of inflexibility of offline hand–eye calibration in “eye-in-hand” modes, an online hand–eye calibration method based on the ChArUco board is proposed in this paper. Firstly, a hand–eye calibration model based on the ChArUco board is established, by analyzing the mathematical model of hand–eye calibration, and the image features of the ChArUco board. According to the advantages of the ChArUco board, with both the checkerboard and the ArUco marker, an online hand–eye calibration algorithm based on the ChArUco board is designed. Then, the online hand–eye calibration algorithm, based on the ChArUco board, is used to realize the dynamic adjustment of the hand–eye position relationship. Finally, the hand–eye calibration experiment is carried out to verify the accuracy of the hand–eye calibration based on the ChArUco board. The robustness and accuracy of the proposed method are verified by online hand–eye calibration experiments. The experimental results show that the accuracy of the online hand–eye calibration method proposed in this paper is between 0.4 mm and 0.6 mm, which is almost the same as the offline hand–eye calibration accuracy. The method in this paper utilizes the advantages of the ChArUco board to realize online hand–eye calibration, which improves the flexibility and robustness of hand–eye calibration. MDPI 2022-05-17 /pmc/articles/PMC9147787/ /pubmed/35632215 http://dx.doi.org/10.3390/s22103805 Text en © 2022 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 | Communication Lin, Wenwei Liang, Peidong Luo, Guantai Zhao, Ziyang Zhang, Chentao Research of Online Hand–Eye Calibration Method Based on ChArUco Board |
title | Research of Online Hand–Eye Calibration Method Based on ChArUco Board |
title_full | Research of Online Hand–Eye Calibration Method Based on ChArUco Board |
title_fullStr | Research of Online Hand–Eye Calibration Method Based on ChArUco Board |
title_full_unstemmed | Research of Online Hand–Eye Calibration Method Based on ChArUco Board |
title_short | Research of Online Hand–Eye Calibration Method Based on ChArUco Board |
title_sort | research of online hand–eye calibration method based on charuco board |
topic | Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9147787/ https://www.ncbi.nlm.nih.gov/pubmed/35632215 http://dx.doi.org/10.3390/s22103805 |
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