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Position and orientation measurement adopting camera calibrated by projection geometry of Plücker matrices of three-dimensional lines

A position and orientation measurement method is investigated by adopting a camera calibrated by the projection geometry of the skew-symmetric Plücker matrices of 3D lines. The relationship between the Plücker matrices of the dual 3D lines and the 2D projective lines is provided in two vertical worl...

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Detalles Bibliográficos
Autores principales: Xu, Guan, Zheng, Anqi, Li, Xiaotao, Su, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5339795/
https://www.ncbi.nlm.nih.gov/pubmed/28266636
http://dx.doi.org/10.1038/srep44092
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author Xu, Guan
Zheng, Anqi
Li, Xiaotao
Su, Jian
author_facet Xu, Guan
Zheng, Anqi
Li, Xiaotao
Su, Jian
author_sort Xu, Guan
collection PubMed
description A position and orientation measurement method is investigated by adopting a camera calibrated by the projection geometry of the skew-symmetric Plücker matrices of 3D lines. The relationship between the Plücker matrices of the dual 3D lines and the 2D projective lines is provided in two vertical world coordinate planes. The transform matrix is generated from the projections of the 3D lines. The differences between the coordinates of the reprojective lines and the coordinates of extracted lines are employed to verify the calibration validity. Moreover, the differences between the standard movement distance of the target and the measurement distance are also presented to compare the calibration accuracy of the 3D line to 2D line method and the point-based method. Furthermore, we also explore the noise immunity of the two methods by adding Gaussian noises. Finally, an example to measure the position and orientation of a cart is performed as an application case of this method. The results are tabled for the reproduction by the readers. The results demonstrate that the line to line method contributes higher calibration accuracy and better noise immunity. The position and orientation measurement adopting the line to line method is valid for the future applications.
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spelling pubmed-53397952017-03-10 Position and orientation measurement adopting camera calibrated by projection geometry of Plücker matrices of three-dimensional lines Xu, Guan Zheng, Anqi Li, Xiaotao Su, Jian Sci Rep Article A position and orientation measurement method is investigated by adopting a camera calibrated by the projection geometry of the skew-symmetric Plücker matrices of 3D lines. The relationship between the Plücker matrices of the dual 3D lines and the 2D projective lines is provided in two vertical world coordinate planes. The transform matrix is generated from the projections of the 3D lines. The differences between the coordinates of the reprojective lines and the coordinates of extracted lines are employed to verify the calibration validity. Moreover, the differences between the standard movement distance of the target and the measurement distance are also presented to compare the calibration accuracy of the 3D line to 2D line method and the point-based method. Furthermore, we also explore the noise immunity of the two methods by adding Gaussian noises. Finally, an example to measure the position and orientation of a cart is performed as an application case of this method. The results are tabled for the reproduction by the readers. The results demonstrate that the line to line method contributes higher calibration accuracy and better noise immunity. The position and orientation measurement adopting the line to line method is valid for the future applications. Nature Publishing Group 2017-03-07 /pmc/articles/PMC5339795/ /pubmed/28266636 http://dx.doi.org/10.1038/srep44092 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Xu, Guan
Zheng, Anqi
Li, Xiaotao
Su, Jian
Position and orientation measurement adopting camera calibrated by projection geometry of Plücker matrices of three-dimensional lines
title Position and orientation measurement adopting camera calibrated by projection geometry of Plücker matrices of three-dimensional lines
title_full Position and orientation measurement adopting camera calibrated by projection geometry of Plücker matrices of three-dimensional lines
title_fullStr Position and orientation measurement adopting camera calibrated by projection geometry of Plücker matrices of three-dimensional lines
title_full_unstemmed Position and orientation measurement adopting camera calibrated by projection geometry of Plücker matrices of three-dimensional lines
title_short Position and orientation measurement adopting camera calibrated by projection geometry of Plücker matrices of three-dimensional lines
title_sort position and orientation measurement adopting camera calibrated by projection geometry of plücker matrices of three-dimensional lines
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5339795/
https://www.ncbi.nlm.nih.gov/pubmed/28266636
http://dx.doi.org/10.1038/srep44092
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