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An Iterative Distortion Compensation Algorithm for Camera Calibration Based on Phase Target
Camera distortion is a critical factor affecting the accuracy of camera calibration. A conventional calibration approach cannot satisfy the requirement of a measurement system demanding high calibration accuracy due to the inaccurate distortion compensation. This paper presents a novel camera calibr...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5490696/ https://www.ncbi.nlm.nih.gov/pubmed/28545229 http://dx.doi.org/10.3390/s17061188 |
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author | Xu, Yongjia Gao, Feng Ren, Hongyu Zhang, Zonghua Jiang, Xiangqian |
author_facet | Xu, Yongjia Gao, Feng Ren, Hongyu Zhang, Zonghua Jiang, Xiangqian |
author_sort | Xu, Yongjia |
collection | PubMed |
description | Camera distortion is a critical factor affecting the accuracy of camera calibration. A conventional calibration approach cannot satisfy the requirement of a measurement system demanding high calibration accuracy due to the inaccurate distortion compensation. This paper presents a novel camera calibration method with an iterative distortion compensation algorithm. The initial parameters of the camera are calibrated by full-field camera pixels and the corresponding points on a phase target. An iterative algorithm is proposed to compensate for the distortion. A 2D fitting and interpolation method is also developed to enhance the accuracy of the phase target. Compared to the conventional calibration method, the proposed method does not rely on a distortion mathematical model, and is stable and effective in terms of complex distortion conditions. Both the simulation work and experimental results show that the proposed calibration method is more than 100% more accurate than the conventional calibration method. |
format | Online Article Text |
id | pubmed-5490696 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-54906962017-07-03 An Iterative Distortion Compensation Algorithm for Camera Calibration Based on Phase Target Xu, Yongjia Gao, Feng Ren, Hongyu Zhang, Zonghua Jiang, Xiangqian Sensors (Basel) Article Camera distortion is a critical factor affecting the accuracy of camera calibration. A conventional calibration approach cannot satisfy the requirement of a measurement system demanding high calibration accuracy due to the inaccurate distortion compensation. This paper presents a novel camera calibration method with an iterative distortion compensation algorithm. The initial parameters of the camera are calibrated by full-field camera pixels and the corresponding points on a phase target. An iterative algorithm is proposed to compensate for the distortion. A 2D fitting and interpolation method is also developed to enhance the accuracy of the phase target. Compared to the conventional calibration method, the proposed method does not rely on a distortion mathematical model, and is stable and effective in terms of complex distortion conditions. Both the simulation work and experimental results show that the proposed calibration method is more than 100% more accurate than the conventional calibration method. MDPI 2017-05-23 /pmc/articles/PMC5490696/ /pubmed/28545229 http://dx.doi.org/10.3390/s17061188 Text en © 2017 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Xu, Yongjia Gao, Feng Ren, Hongyu Zhang, Zonghua Jiang, Xiangqian An Iterative Distortion Compensation Algorithm for Camera Calibration Based on Phase Target |
title | An Iterative Distortion Compensation Algorithm for Camera Calibration Based on Phase Target |
title_full | An Iterative Distortion Compensation Algorithm for Camera Calibration Based on Phase Target |
title_fullStr | An Iterative Distortion Compensation Algorithm for Camera Calibration Based on Phase Target |
title_full_unstemmed | An Iterative Distortion Compensation Algorithm for Camera Calibration Based on Phase Target |
title_short | An Iterative Distortion Compensation Algorithm for Camera Calibration Based on Phase Target |
title_sort | iterative distortion compensation algorithm for camera calibration based on phase target |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5490696/ https://www.ncbi.nlm.nih.gov/pubmed/28545229 http://dx.doi.org/10.3390/s17061188 |
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