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Breakdancing Movement Based on Image Recognition Promotes Preschool Children's Executive Function and Intervention Plan
With the continuous development of science and technology, people can apply more and more technology to the cultivation of children's abilities. In the process of cultivating children's ability, the most fancy is the study of executive function, and this is the research topic of this artic...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8920643/ https://www.ncbi.nlm.nih.gov/pubmed/35295201 http://dx.doi.org/10.1155/2022/1991138 |
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author | Tai, Feng Zhang, Ye Yu, Yaoxiang Zhou, Shijie Tan, Bo Zhu, Chengdong Fang, Lele Yu, Qiaolin |
author_facet | Tai, Feng Zhang, Ye Yu, Yaoxiang Zhou, Shijie Tan, Bo Zhu, Chengdong Fang, Lele Yu, Qiaolin |
author_sort | Tai, Feng |
collection | PubMed |
description | With the continuous development of science and technology, people can apply more and more technology to the cultivation of children's abilities. In the process of cultivating children's ability, the most fancy is the study of executive function, and this is the research topic of this article. In the past, training methods such as music, mindfulness, and exercise have been used in the study of children's executive abilities to promote the development of preschool children's executive functions. While various approaches have had some effect, researchers have been exploring more comprehensive approaches to effective training. This article is aimed at studying how to use image recognition technology to conduct an intervention analysis of breakdancing in promoting the executive function of preschool children. For this reason, this paper proposes image recognition technology based on deep learning neural network and conducts research, analysis, and improvement on related technologies obtained from deep learning. This makes it more suitable for the research topic of this article and design-related experiments and analysis to explore its related performance. The experimental results in this paper show that the improved image recognition technology has improved accuracy by 31.2%. And the performance of its algorithm is also improved by 21%, which can be very effective in monitoring preschool children during breakdancing. |
format | Online Article Text |
id | pubmed-8920643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-89206432022-03-15 Breakdancing Movement Based on Image Recognition Promotes Preschool Children's Executive Function and Intervention Plan Tai, Feng Zhang, Ye Yu, Yaoxiang Zhou, Shijie Tan, Bo Zhu, Chengdong Fang, Lele Yu, Qiaolin Comput Math Methods Med Research Article With the continuous development of science and technology, people can apply more and more technology to the cultivation of children's abilities. In the process of cultivating children's ability, the most fancy is the study of executive function, and this is the research topic of this article. In the past, training methods such as music, mindfulness, and exercise have been used in the study of children's executive abilities to promote the development of preschool children's executive functions. While various approaches have had some effect, researchers have been exploring more comprehensive approaches to effective training. This article is aimed at studying how to use image recognition technology to conduct an intervention analysis of breakdancing in promoting the executive function of preschool children. For this reason, this paper proposes image recognition technology based on deep learning neural network and conducts research, analysis, and improvement on related technologies obtained from deep learning. This makes it more suitable for the research topic of this article and design-related experiments and analysis to explore its related performance. The experimental results in this paper show that the improved image recognition technology has improved accuracy by 31.2%. And the performance of its algorithm is also improved by 21%, which can be very effective in monitoring preschool children during breakdancing. Hindawi 2022-03-07 /pmc/articles/PMC8920643/ /pubmed/35295201 http://dx.doi.org/10.1155/2022/1991138 Text en Copyright © 2022 Feng Tai et al. 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 Tai, Feng Zhang, Ye Yu, Yaoxiang Zhou, Shijie Tan, Bo Zhu, Chengdong Fang, Lele Yu, Qiaolin Breakdancing Movement Based on Image Recognition Promotes Preschool Children's Executive Function and Intervention Plan |
title | Breakdancing Movement Based on Image Recognition Promotes Preschool Children's Executive Function and Intervention Plan |
title_full | Breakdancing Movement Based on Image Recognition Promotes Preschool Children's Executive Function and Intervention Plan |
title_fullStr | Breakdancing Movement Based on Image Recognition Promotes Preschool Children's Executive Function and Intervention Plan |
title_full_unstemmed | Breakdancing Movement Based on Image Recognition Promotes Preschool Children's Executive Function and Intervention Plan |
title_short | Breakdancing Movement Based on Image Recognition Promotes Preschool Children's Executive Function and Intervention Plan |
title_sort | breakdancing movement based on image recognition promotes preschool children's executive function and intervention plan |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8920643/ https://www.ncbi.nlm.nih.gov/pubmed/35295201 http://dx.doi.org/10.1155/2022/1991138 |
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