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Conic tangents based high precision extraction method of concentric circle centers and its application in camera parameters calibration

A high-precision camera intrinsic parameters calibration method based on concentric circles was proposed. Different from Zhang’s method, its feature points are the centers of concentric circles. First, the collinearity of the projection of the center of concentric circles and the centers of two elli...

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Autores principales: Hao, Fei, Su, Jinjiang, Shi, Jingjing, Zhu, Chaohan, Song, Jiatong, Hu, Yuntao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8526631/
https://www.ncbi.nlm.nih.gov/pubmed/34667221
http://dx.doi.org/10.1038/s41598-021-00300-y
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author Hao, Fei
Su, Jinjiang
Shi, Jingjing
Zhu, Chaohan
Song, Jiatong
Hu, Yuntao
author_facet Hao, Fei
Su, Jinjiang
Shi, Jingjing
Zhu, Chaohan
Song, Jiatong
Hu, Yuntao
author_sort Hao, Fei
collection PubMed
description A high-precision camera intrinsic parameters calibration method based on concentric circles was proposed. Different from Zhang’s method, its feature points are the centers of concentric circles. First, the collinearity of the projection of the center of concentric circles and the centers of two ellipses which are imaged from the concentric circles was proved. Subsequently, a straight line passing through the center of concentric circles was determined with four tangent lines of concentric circles. Finally, the projection of the center of concentric circles was extracted with the intersection of the straight line and the line determined by the two ellipse centers. Simulation and physical experiments are carried out to analyze the factors affecting the accuracy of circle center coordinate extraction and the results show that the accuracy of the proposed method is higher. On this basis, several key parameters of the calibration target design are determined through simulation experiments and then the calibration target is printed to calibrate a binocular system. The results show that the total reprojection error of the left camera is reduced by 17.66% and that of the right camera is reduced by 21.58% compared with those of Zhang’s method. Therefore, the proposed calibration method has higher accuracy.
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spelling pubmed-85266312021-10-20 Conic tangents based high precision extraction method of concentric circle centers and its application in camera parameters calibration Hao, Fei Su, Jinjiang Shi, Jingjing Zhu, Chaohan Song, Jiatong Hu, Yuntao Sci Rep Article A high-precision camera intrinsic parameters calibration method based on concentric circles was proposed. Different from Zhang’s method, its feature points are the centers of concentric circles. First, the collinearity of the projection of the center of concentric circles and the centers of two ellipses which are imaged from the concentric circles was proved. Subsequently, a straight line passing through the center of concentric circles was determined with four tangent lines of concentric circles. Finally, the projection of the center of concentric circles was extracted with the intersection of the straight line and the line determined by the two ellipse centers. Simulation and physical experiments are carried out to analyze the factors affecting the accuracy of circle center coordinate extraction and the results show that the accuracy of the proposed method is higher. On this basis, several key parameters of the calibration target design are determined through simulation experiments and then the calibration target is printed to calibrate a binocular system. The results show that the total reprojection error of the left camera is reduced by 17.66% and that of the right camera is reduced by 21.58% compared with those of Zhang’s method. Therefore, the proposed calibration method has higher accuracy. Nature Publishing Group UK 2021-10-19 /pmc/articles/PMC8526631/ /pubmed/34667221 http://dx.doi.org/10.1038/s41598-021-00300-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Hao, Fei
Su, Jinjiang
Shi, Jingjing
Zhu, Chaohan
Song, Jiatong
Hu, Yuntao
Conic tangents based high precision extraction method of concentric circle centers and its application in camera parameters calibration
title Conic tangents based high precision extraction method of concentric circle centers and its application in camera parameters calibration
title_full Conic tangents based high precision extraction method of concentric circle centers and its application in camera parameters calibration
title_fullStr Conic tangents based high precision extraction method of concentric circle centers and its application in camera parameters calibration
title_full_unstemmed Conic tangents based high precision extraction method of concentric circle centers and its application in camera parameters calibration
title_short Conic tangents based high precision extraction method of concentric circle centers and its application in camera parameters calibration
title_sort conic tangents based high precision extraction method of concentric circle centers and its application in camera parameters calibration
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8526631/
https://www.ncbi.nlm.nih.gov/pubmed/34667221
http://dx.doi.org/10.1038/s41598-021-00300-y
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