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Design and Image Research of Tennis Line Examination Based on Machine Vision Analysis
In view of the intelligent demand of tennis line examination, this paper performs a systematic analysis on the intelligent recognition of tennis line examination. Then, a tennis line recognition method based on machine vision is proposed. In this paper, the color region of the image recognition regi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8478562/ https://www.ncbi.nlm.nih.gov/pubmed/34594370 http://dx.doi.org/10.1155/2021/2436120 |
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author | Yan, Liu Xin, Sun |
author_facet | Yan, Liu Xin, Sun |
author_sort | Yan, Liu |
collection | PubMed |
description | In view of the intelligent demand of tennis line examination, this paper performs a systematic analysis on the intelligent recognition of tennis line examination. Then, a tennis line recognition method based on machine vision is proposed. In this paper, the color region of the image recognition region is divided based on the region growth, and the rough estimation of the court boundary is realized. In order to achieve the effect of camera calibration, a fast camera calibration method which can be used for a variety of court types is proposed. On the basis of camera calibration, a tennis line examination and segmentation system based on machine vision analysis is constructed, and the experimental results are verified by design experiments. The results show that the machine vision analysis-based intelligent segmentation system of tennis line examination has high recognition accuracy and can meet the actual needs of tennis line examination. |
format | Online Article Text |
id | pubmed-8478562 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-84785622021-09-29 Design and Image Research of Tennis Line Examination Based on Machine Vision Analysis Yan, Liu Xin, Sun Comput Intell Neurosci Research Article In view of the intelligent demand of tennis line examination, this paper performs a systematic analysis on the intelligent recognition of tennis line examination. Then, a tennis line recognition method based on machine vision is proposed. In this paper, the color region of the image recognition region is divided based on the region growth, and the rough estimation of the court boundary is realized. In order to achieve the effect of camera calibration, a fast camera calibration method which can be used for a variety of court types is proposed. On the basis of camera calibration, a tennis line examination and segmentation system based on machine vision analysis is constructed, and the experimental results are verified by design experiments. The results show that the machine vision analysis-based intelligent segmentation system of tennis line examination has high recognition accuracy and can meet the actual needs of tennis line examination. Hindawi 2021-09-20 /pmc/articles/PMC8478562/ /pubmed/34594370 http://dx.doi.org/10.1155/2021/2436120 Text en Copyright © 2021 Liu Yan and Sun Xin. 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 Yan, Liu Xin, Sun Design and Image Research of Tennis Line Examination Based on Machine Vision Analysis |
title | Design and Image Research of Tennis Line Examination Based on Machine Vision Analysis |
title_full | Design and Image Research of Tennis Line Examination Based on Machine Vision Analysis |
title_fullStr | Design and Image Research of Tennis Line Examination Based on Machine Vision Analysis |
title_full_unstemmed | Design and Image Research of Tennis Line Examination Based on Machine Vision Analysis |
title_short | Design and Image Research of Tennis Line Examination Based on Machine Vision Analysis |
title_sort | design and image research of tennis line examination based on machine vision analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8478562/ https://www.ncbi.nlm.nih.gov/pubmed/34594370 http://dx.doi.org/10.1155/2021/2436120 |
work_keys_str_mv | AT yanliu designandimageresearchoftennislineexaminationbasedonmachinevisionanalysis AT xinsun designandimageresearchoftennislineexaminationbasedonmachinevisionanalysis |