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Algorithm of CAD Surface Generation for Complex Pipe Model in Industry 4.0 Background

The current pipeline surface generation algorithm cannot get the angle information of the corner of complex pipeline surface, which leads to the poor accuracy of the algorithm, the slow speed of 3D point cloud intelligent mosaic, and the large number of effective points. Therefore, a CAD surface gen...

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Detalles Bibliográficos
Autor principal: Cheng, Xiaolei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9019415/
https://www.ncbi.nlm.nih.gov/pubmed/35463228
http://dx.doi.org/10.1155/2022/7062052
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author Cheng, Xiaolei
author_facet Cheng, Xiaolei
author_sort Cheng, Xiaolei
collection PubMed
description The current pipeline surface generation algorithm cannot get the angle information of the corner of complex pipeline surface, which leads to the poor accuracy of the algorithm, the slow speed of 3D point cloud intelligent mosaic, and the large number of effective points. Therefore, a CAD surface generation algorithm for complex pipeline model under the background of Industry 4.0 is designed, extracting and rendering the wireframe model and extracting background of the complex pipeline video. We obtain the angle information of the corner points of the complex pipeline surface, extract and match the feature of the dense point cloud, and construct the 3D point cloud data mosaic model. The pipe surface is generated by using double-nodal B-spline. The experimental results show that the precision and stability of the proposed method are high. In the early stage, the proposed method uses ISS feature extraction algorithm to extract feature of point cloud data, which improves the positioning accuracy effectively and enhances the 3D point cloud intelligent stitching speed.
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spelling pubmed-90194152022-04-21 Algorithm of CAD Surface Generation for Complex Pipe Model in Industry 4.0 Background Cheng, Xiaolei Comput Intell Neurosci Research Article The current pipeline surface generation algorithm cannot get the angle information of the corner of complex pipeline surface, which leads to the poor accuracy of the algorithm, the slow speed of 3D point cloud intelligent mosaic, and the large number of effective points. Therefore, a CAD surface generation algorithm for complex pipeline model under the background of Industry 4.0 is designed, extracting and rendering the wireframe model and extracting background of the complex pipeline video. We obtain the angle information of the corner points of the complex pipeline surface, extract and match the feature of the dense point cloud, and construct the 3D point cloud data mosaic model. The pipe surface is generated by using double-nodal B-spline. The experimental results show that the precision and stability of the proposed method are high. In the early stage, the proposed method uses ISS feature extraction algorithm to extract feature of point cloud data, which improves the positioning accuracy effectively and enhances the 3D point cloud intelligent stitching speed. Hindawi 2022-04-12 /pmc/articles/PMC9019415/ /pubmed/35463228 http://dx.doi.org/10.1155/2022/7062052 Text en Copyright © 2022 Xiaolei Cheng. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Cheng, Xiaolei
Algorithm of CAD Surface Generation for Complex Pipe Model in Industry 4.0 Background
title Algorithm of CAD Surface Generation for Complex Pipe Model in Industry 4.0 Background
title_full Algorithm of CAD Surface Generation for Complex Pipe Model in Industry 4.0 Background
title_fullStr Algorithm of CAD Surface Generation for Complex Pipe Model in Industry 4.0 Background
title_full_unstemmed Algorithm of CAD Surface Generation for Complex Pipe Model in Industry 4.0 Background
title_short Algorithm of CAD Surface Generation for Complex Pipe Model in Industry 4.0 Background
title_sort algorithm of cad surface generation for complex pipe model in industry 4.0 background
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9019415/
https://www.ncbi.nlm.nih.gov/pubmed/35463228
http://dx.doi.org/10.1155/2022/7062052
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