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Camera Calibration Robust to Defocus Using Phase-Shifting Patterns
Camera parameters can’t be estimated accurately using traditional calibration methods if the camera is substantially defocused. To tackle this problem, an improved approach based on three phase-shifting circular grating (PCG) arrays is proposed in this paper. Rather than encoding the feature points...
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/PMC5676954/ https://www.ncbi.nlm.nih.gov/pubmed/29035329 http://dx.doi.org/10.3390/s17102361 |
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author | Cai, Bolin Wang, Yuwei Wang, Keyi Ma, Mengchao Chen, Xiangcheng |
author_facet | Cai, Bolin Wang, Yuwei Wang, Keyi Ma, Mengchao Chen, Xiangcheng |
author_sort | Cai, Bolin |
collection | PubMed |
description | Camera parameters can’t be estimated accurately using traditional calibration methods if the camera is substantially defocused. To tackle this problem, an improved approach based on three phase-shifting circular grating (PCG) arrays is proposed in this paper. Rather than encoding the feature points into the intensity, the proposed method encodes the feature points into the phase distribution, which can be recovered precisely using phase-shifting methods. The PCG centers are extracted as feature points, which can be located accurately even if the images are severely blurred. Unlike the previous method which just uses a single circle, the proposed method uses a concentric circle to estimate the PCG center, such that the center can be located precisely. This paper also presents a sorting algorithm for the detected feature points automatically. Experiments with both synthetic and real images were carried out to validate the performance of the method. And the results show that the superiority of PCG arrays compared with the concentric circle array even under severe defocus. |
format | Online Article Text |
id | pubmed-5676954 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-56769542017-11-17 Camera Calibration Robust to Defocus Using Phase-Shifting Patterns Cai, Bolin Wang, Yuwei Wang, Keyi Ma, Mengchao Chen, Xiangcheng Sensors (Basel) Article Camera parameters can’t be estimated accurately using traditional calibration methods if the camera is substantially defocused. To tackle this problem, an improved approach based on three phase-shifting circular grating (PCG) arrays is proposed in this paper. Rather than encoding the feature points into the intensity, the proposed method encodes the feature points into the phase distribution, which can be recovered precisely using phase-shifting methods. The PCG centers are extracted as feature points, which can be located accurately even if the images are severely blurred. Unlike the previous method which just uses a single circle, the proposed method uses a concentric circle to estimate the PCG center, such that the center can be located precisely. This paper also presents a sorting algorithm for the detected feature points automatically. Experiments with both synthetic and real images were carried out to validate the performance of the method. And the results show that the superiority of PCG arrays compared with the concentric circle array even under severe defocus. MDPI 2017-10-16 /pmc/articles/PMC5676954/ /pubmed/29035329 http://dx.doi.org/10.3390/s17102361 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 Cai, Bolin Wang, Yuwei Wang, Keyi Ma, Mengchao Chen, Xiangcheng Camera Calibration Robust to Defocus Using Phase-Shifting Patterns |
title | Camera Calibration Robust to Defocus Using Phase-Shifting Patterns |
title_full | Camera Calibration Robust to Defocus Using Phase-Shifting Patterns |
title_fullStr | Camera Calibration Robust to Defocus Using Phase-Shifting Patterns |
title_full_unstemmed | Camera Calibration Robust to Defocus Using Phase-Shifting Patterns |
title_short | Camera Calibration Robust to Defocus Using Phase-Shifting Patterns |
title_sort | camera calibration robust to defocus using phase-shifting patterns |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5676954/ https://www.ncbi.nlm.nih.gov/pubmed/29035329 http://dx.doi.org/10.3390/s17102361 |
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