<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

Published Online: Jul 15, 2022

Page range: 1321 - 1328

Received: Mar 06, 2022

Accepted: May 08, 2022

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

Keywords
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

Published Online: Jul 15, 2022

Page range: 1321 - 1328

Received: Mar 06, 2022

Accepted: May 08, 2022

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

KeywordsSoccer 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

Keywords
Soccer training, Soccer shooting, Soccer teaching, Kalman filter