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An Improved Projector Calibration Method by Phase Mapping Based on Fringe Projection Profilometry
Aiming at the problem of the low accuracy of projector calibration in a structured light system, an improved projector calibration method is proposed in this paper. One of the key ideas is to estimate the sub-pixel coordinates in the projector image plane using local random sample consensus (RANSAC)...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920907/ https://www.ncbi.nlm.nih.gov/pubmed/36772182 http://dx.doi.org/10.3390/s23031142 |
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author | Liu, Yabin Zhang, Bingwei Yuan, Xuewu Lin, Junyi Jiang, Kaiyong |
author_facet | Liu, Yabin Zhang, Bingwei Yuan, Xuewu Lin, Junyi Jiang, Kaiyong |
author_sort | Liu, Yabin |
collection | PubMed |
description | Aiming at the problem of the low accuracy of projector calibration in a structured light system, an improved projector calibration method is proposed in this paper. One of the key ideas is to estimate the sub-pixel coordinates in the projector image plane using local random sample consensus (RANSAC). A bundle adjustment (BA) algorithm is adopted to optimize the calibration parameters to further improve the accuracy and robustness of the projector calibration. After system calibration and epipolar rectification, the mapping relationship between the pixel coordinates and the absolute phase in the projector image plane is established by using cubic polynomial fitting, and the disparity is rapidly solved by using the mapping relationship, which not only ensures the measurement accuracy, but also improves the measurement efficiency. The experimental results demonstrated that the average re-projection error after optimization is reduced to 0.03 pixels, and the proposed method is suitable for high-speed 3D reconstruction without the time-consuming homogenous point searching. |
format | Online Article Text |
id | pubmed-9920907 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99209072023-02-12 An Improved Projector Calibration Method by Phase Mapping Based on Fringe Projection Profilometry Liu, Yabin Zhang, Bingwei Yuan, Xuewu Lin, Junyi Jiang, Kaiyong Sensors (Basel) Article Aiming at the problem of the low accuracy of projector calibration in a structured light system, an improved projector calibration method is proposed in this paper. One of the key ideas is to estimate the sub-pixel coordinates in the projector image plane using local random sample consensus (RANSAC). A bundle adjustment (BA) algorithm is adopted to optimize the calibration parameters to further improve the accuracy and robustness of the projector calibration. After system calibration and epipolar rectification, the mapping relationship between the pixel coordinates and the absolute phase in the projector image plane is established by using cubic polynomial fitting, and the disparity is rapidly solved by using the mapping relationship, which not only ensures the measurement accuracy, but also improves the measurement efficiency. The experimental results demonstrated that the average re-projection error after optimization is reduced to 0.03 pixels, and the proposed method is suitable for high-speed 3D reconstruction without the time-consuming homogenous point searching. MDPI 2023-01-19 /pmc/articles/PMC9920907/ /pubmed/36772182 http://dx.doi.org/10.3390/s23031142 Text en © 2023 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 Liu, Yabin Zhang, Bingwei Yuan, Xuewu Lin, Junyi Jiang, Kaiyong An Improved Projector Calibration Method by Phase Mapping Based on Fringe Projection Profilometry |
title | An Improved Projector Calibration Method by Phase Mapping Based on Fringe Projection Profilometry |
title_full | An Improved Projector Calibration Method by Phase Mapping Based on Fringe Projection Profilometry |
title_fullStr | An Improved Projector Calibration Method by Phase Mapping Based on Fringe Projection Profilometry |
title_full_unstemmed | An Improved Projector Calibration Method by Phase Mapping Based on Fringe Projection Profilometry |
title_short | An Improved Projector Calibration Method by Phase Mapping Based on Fringe Projection Profilometry |
title_sort | improved projector calibration method by phase mapping based on fringe projection profilometry |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920907/ https://www.ncbi.nlm.nih.gov/pubmed/36772182 http://dx.doi.org/10.3390/s23031142 |
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