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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)...

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Detalles Bibliográficos
Autores principales: Liu, Yabin, Zhang, Bingwei, Yuan, Xuewu, Lin, Junyi, Jiang, Kaiyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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