Abstract
With the popularity and development of football matches, the demand for real-time monitoring and analysis of football matches is increasing. There are some limitations in the traditional soccer real-time monitoring method, which can not get the real-time information of soccer match accurately and efficiently. The aim of this study is to use optical imaging equipment and virtual reality technology to realize the real-time monitoring of football. In this paper, optical imaging equipment is used for real-time image acquisition of football matches, and virtual reality technology is used for image processing and analysis. Through the accurate extraction and analysis of the position and track of the players, the field and the ball in the football match, the real-time monitoring of the football match is realized. The experimental results show that the real-time monitoring method based on optical imaging equipment detection and virtual reality technology sequence can effectively realize the accurate monitoring of football match state. Through this method, the position, speed and other information of each element in the football match can be obtained in real time, and real-time analysis and visual display can be carried out.
This is a preview of subscription content, log in via an institution to check access.
Similar content being viewed by others
Data availability
The data will be available upon request.
References
Akdere, M., Acheson, K., Jiang, Y.: An examination of the effectiveness of virtual reality technology for intercultural competence development. Int. J. Intercult. Relat. 82, 109–120 (2021)
Baptista, I., Johansen, D., Figueiredo, P., Rebelo, A., Pettersen, S.A.: Positional differences in peak-and accumulated-training load relative to match load in elite football. Sports 8(1), 1–9 (2019)
Hamroqulov, R., Nishonov, S.: Methods of increasing physical faiths during the training of football players. Texas J. Multidiscipl. Stud. 8, 130–132 (2022)
Jin, G.: Psychological factors and training methods affecting Chinese college students’ confrontational training in football teaching. Revista De Psicología Del Deporte (journal of Sport Psychology) 30(4), 62–68 (2021)
Kılıç, A., Brown, A., Aras, I., Hui, R., Hare, J., Hughes, L.D., McCracken, L.M.: Using virtual technology for fear of medical procedures: a systematic review of the effectiveness of virtual reality-based interventions. Ann. Behav. Med. 55(11), 1062–1079 (2021)
Liu, Y., Tan, W., Chen, C., Liu, C., Yang, J., Zhang, Y.: A review of the application of virtual reality technology in the diagnosis and treatment of cognitive impairment. Front. Aging Neurosci. 11, 280–285 (2019)
Marasco, A., Buonincontri, P., Van Niekerk, M., Orlowski, M., Okumus, F.: Exploring the role of next-generation virtual technologies in destination marketing. J. Destin. Mark. Manag. 9, 138–148 (2018)
Menin, A., Torchelsen, R., Nedel, L.: An analysis of VR technology used in immersive simulations with a serious game perspective. IEEE Comput. Graphics Appl. 38(2), 57–73 (2018)
Nayyar, A., Mahapatra, B., Le, D., Suseendran, G.: Virtual Reality (VR) & Augmented Reality (AR) technologies for tourism and hospitality industry. Int. J. Eng. Technol. 7(221), 156–160 (2018)
Sabido, R., Hernández-Davó, J.L., Pereyra-Gerber, G.T.: Influence of different inertial loads on basic training variables during the flywheel squat exercise. Int. J. Sports Physiol. Perform. 13(4), 482–489 (2018)
Samadbeik, M., Yaaghobi, D., Bastani, P., Abhari, S., Rezaee, R., Garavand, A.: The applications of virtual reality technology in medical groups teaching. J. Adv. Med. Educ. Prof. 6(3), 123–128 (2018)
Suwarno, N.P.M., Murnaka, N.: Virtual campus tour (student perception of university virtual environment). J. Crit. Rev 7, 4964–4969 (2020)
Teixeira, J.E., Forte, P., Ferraz, R., et al.: Monitoring accumulated training and match load in football: a systematic review. Int. J. Environ. Res. Public Health 18(8), 3906–3910 (2021)
Vasconcellos, D., Parker, P.D., Hilland, T., et al.: Self-determination theory applied to physical education: a systematic review and meta-analysis. J. Educ. Psychol. 112(7), 1444–1448 (2020)
Yildirim, G., Elban, M., Yildirim, S.: Analysis of use of virtual reality technologies in history education: a case study. Asian J. Educat. Train. 4(2), 62–69 (2018)
Funding
The authors have not disclosed any funding.
Author information
Authors and Affiliations
Contributions
LC has contributed to the paper’s analysis, discussion, writing, and revision.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no competing interests.
Ethical approval
Not applicable.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Chen, L. Real time football status monitoring based on optical imaging device detection and virtual reality technology. Opt Quant Electron 56, 485 (2024). https://doi.org/10.1007/s11082-023-06170-0
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11082-023-06170-0