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Profile measurement adopting binocular active vision with normalization object of vector orthogonality

Active-vision-based measurement plays an important role in the profile inspection study. The binocular vision, a passive vision, is employed in the active vision system to contribute the benefits of them. The laser plane is calibrated by two 2D targets without texture initially. Then, an L target wi...

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Detalles Bibliográficos
Autores principales: Xu, Guan, Chen, Junyi, Li, Xiaotao, Su, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6445114/
https://www.ncbi.nlm.nih.gov/pubmed/30940819
http://dx.doi.org/10.1038/s41598-019-41341-8
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author Xu, Guan
Chen, Junyi
Li, Xiaotao
Su, Jian
author_facet Xu, Guan
Chen, Junyi
Li, Xiaotao
Su, Jian
author_sort Xu, Guan
collection PubMed
description Active-vision-based measurement plays an important role in the profile inspection study. The binocular vision, a passive vision, is employed in the active vision system to contribute the benefits of them. The laser plane is calibrated by two 2D targets without texture initially. Then, an L target with feature points is designed to construct the orthogonality object of two vectors. In order to accurately model the binocular-active-vision system, the feature points on the L target are built by two cameras and parameterized by the laser plane. Different from the optimization methods on the basis of the distance object, the laser plane is further refined by the distance-angle object. Thus, an optimization function is created considering both the norms and angles of the vectors. However, the scale of the distance is diverse from the scale of the angle. Therefore, the optimization function is enhanced by the normalization process to balance the different scales. The comparison experiments show that the binocular active vision with the normalization object of vector orthogonality achieves the decreasing distance errors of 25%, 22%, 13% and 4%, as well as the decreasing angle errors of 23%, 20%, 14% and 4%, which indicates an accurate measurement to reconstruct the object profile.
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spelling pubmed-64451142019-04-05 Profile measurement adopting binocular active vision with normalization object of vector orthogonality Xu, Guan Chen, Junyi Li, Xiaotao Su, Jian Sci Rep Article Active-vision-based measurement plays an important role in the profile inspection study. The binocular vision, a passive vision, is employed in the active vision system to contribute the benefits of them. The laser plane is calibrated by two 2D targets without texture initially. Then, an L target with feature points is designed to construct the orthogonality object of two vectors. In order to accurately model the binocular-active-vision system, the feature points on the L target are built by two cameras and parameterized by the laser plane. Different from the optimization methods on the basis of the distance object, the laser plane is further refined by the distance-angle object. Thus, an optimization function is created considering both the norms and angles of the vectors. However, the scale of the distance is diverse from the scale of the angle. Therefore, the optimization function is enhanced by the normalization process to balance the different scales. The comparison experiments show that the binocular active vision with the normalization object of vector orthogonality achieves the decreasing distance errors of 25%, 22%, 13% and 4%, as well as the decreasing angle errors of 23%, 20%, 14% and 4%, which indicates an accurate measurement to reconstruct the object profile. Nature Publishing Group UK 2019-04-02 /pmc/articles/PMC6445114/ /pubmed/30940819 http://dx.doi.org/10.1038/s41598-019-41341-8 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Xu, Guan
Chen, Junyi
Li, Xiaotao
Su, Jian
Profile measurement adopting binocular active vision with normalization object of vector orthogonality
title Profile measurement adopting binocular active vision with normalization object of vector orthogonality
title_full Profile measurement adopting binocular active vision with normalization object of vector orthogonality
title_fullStr Profile measurement adopting binocular active vision with normalization object of vector orthogonality
title_full_unstemmed Profile measurement adopting binocular active vision with normalization object of vector orthogonality
title_short Profile measurement adopting binocular active vision with normalization object of vector orthogonality
title_sort profile measurement adopting binocular active vision with normalization object of vector orthogonality
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6445114/
https://www.ncbi.nlm.nih.gov/pubmed/30940819
http://dx.doi.org/10.1038/s41598-019-41341-8
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