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A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard
In this paper, a simple and easy high-precision calibration method is proposed for the LRF-camera combined measurement system which is widely used at present. This method can be applied not only to mainstream 2D and 3D LRF-cameras, but also to calibrate newly developed 1D LRF-camera combined systems...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6470948/ https://www.ncbi.nlm.nih.gov/pubmed/30884756 http://dx.doi.org/10.3390/s19061315 |
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author | Zhang, Zhuang Zhao, Rujin Liu, Enhai Yan, Kun Ma, Yuebo |
author_facet | Zhang, Zhuang Zhao, Rujin Liu, Enhai Yan, Kun Ma, Yuebo |
author_sort | Zhang, Zhuang |
collection | PubMed |
description | In this paper, a simple and easy high-precision calibration method is proposed for the LRF-camera combined measurement system which is widely used at present. This method can be applied not only to mainstream 2D and 3D LRF-cameras, but also to calibrate newly developed 1D LRF-camera combined systems. It only needs a calibration board to record at least three sets of data. First, the camera parameters and distortion coefficients are decoupled by the distortion center. Then, the spatial coordinates of laser spots are solved using line and plane constraints, and the estimation of LRF-camera extrinsic parameters is realized. In addition, we establish a cost function for optimizing the system. Finally, the calibration accuracy and characteristics of the method are analyzed through simulation experiments, and the validity of the method is verified through the calibration of a real system. |
format | Online Article Text |
id | pubmed-6470948 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-64709482019-04-26 A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard Zhang, Zhuang Zhao, Rujin Liu, Enhai Yan, Kun Ma, Yuebo Sensors (Basel) Article In this paper, a simple and easy high-precision calibration method is proposed for the LRF-camera combined measurement system which is widely used at present. This method can be applied not only to mainstream 2D and 3D LRF-cameras, but also to calibrate newly developed 1D LRF-camera combined systems. It only needs a calibration board to record at least three sets of data. First, the camera parameters and distortion coefficients are decoupled by the distortion center. Then, the spatial coordinates of laser spots are solved using line and plane constraints, and the estimation of LRF-camera extrinsic parameters is realized. In addition, we establish a cost function for optimizing the system. Finally, the calibration accuracy and characteristics of the method are analyzed through simulation experiments, and the validity of the method is verified through the calibration of a real system. MDPI 2019-03-15 /pmc/articles/PMC6470948/ /pubmed/30884756 http://dx.doi.org/10.3390/s19061315 Text en © 2019 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 Zhang, Zhuang Zhao, Rujin Liu, Enhai Yan, Kun Ma, Yuebo A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title | A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title_full | A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title_fullStr | A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title_full_unstemmed | A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title_short | A Convenient Calibration Method for LRF-Camera Combination Systems Based on a Checkerboard |
title_sort | convenient calibration method for lrf-camera combination systems based on a checkerboard |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6470948/ https://www.ncbi.nlm.nih.gov/pubmed/30884756 http://dx.doi.org/10.3390/s19061315 |
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