<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>In this paper, the deep learning method is used to detect the training videos to obtain the prediction trajectory of football motion. At the same time, we propose a football tracking framework based on Kalman filtering. This paper uses the Kalman filter algorithm to track the football target. We give solutions to the target occlusion problem and the trajectory splitting problem. The study results found that the traditional simple prediction method affected the performance of the competition due to its low accuracy. In this paper, the Kalman filter prediction method is used to improve the accuracy of football trajectory prediction.</p>
</abstract>

In this paper, the deep learning method is used to detect the training videos to obtain the prediction trajectory of football motion. At the same time, we propose a football tracking framework based on Kalman filtering. This paper uses the Kalman filter algorithm to track the football target. We give solutions to the target occlusion problem and the trajectory splitting problem. The study results found that the traditional simple prediction method affected the performance of the competition due to its low accuracy. In this paper, the Kalman filter prediction method is used to improve the accuracy of football trajectory prediction.

Application of Linear Partial Differential Equation Theory in Guiding Football Scientific Training

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

In this paper, the deep learning method is used to detect the training videos to obtain the prediction trajectory of football motion. At the same time, we...

Application of Linear Partial Differential Equation Theory in Guiding Football Scientific Training

Publié en ligne: 15 juil. 2022

Pages: 1321 - 1328

Reçu: 06 mars 2022

Accepté: 08 mai 2022

DOI: https://doi.org/10.2478/amns.2022.2.0120

Mots clés
Soccer training, Soccer shooting, Soccer teaching, Kalman filter

© 2023 Yanhua Men, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1

Application of Linear Partial Differential Equation Theory in Guiding Football Scientific Training

Publié en ligne: 15 juil. 2022

Pages: 1321 - 1328

Reçu: 06 mars 2022

Accepté: 08 mai 2022

DOI: https://doi.org/10.2478/amns.2022.2.0120

Mots clésSoccer training, Soccer shooting, Soccer teaching, Kalman filter

© 2023 Yanhua Men, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1

Mots clés
Soccer training, Soccer shooting, Soccer teaching, Kalman filter