Automated System for Indoor Sport Video Production

Sebastian Purtak, Jagoda Lazarek, Jagoda Lazarek, Paweł Gora, Paweł Gora, Łukasz Gąsiorowski

2023

Abstract

Information is the key to success in every area of life, including professional and amateur sports. This is why the recording of matches is so important for sports clubs and organisations, as it allows them to gain an information advantage. In this paper, we present the prototype of the ISVP.AI system, which uses Artificial Intelligence technology to automate the production process of sports recordings in handball and futsal. Our solution involves the use of YOLO family algorithms to detect objects such as players or a ball for each frame of the recording. This information is then used by the expert system, whose task is to detect events relevant to the course of the game. The representation of the state of the game built in this way allows for the automatic production of full sports recordings, match highlights, calculation of statistics and adding effects that improve the attractiveness of the produced recordings. Thanks to this, our system allows for potentially significant reduction of costs associated with recording handball and futsal sports games.

Paper Citation

in Harvard Style

Purtak S., Lazarek J., Gora P. and Gąsiorowski Ł. (2023). Automated System for Indoor Sport Video Production. In Proceedings of the 11th International Conference on Sport Sciences Research and Technology Support - Volume 1: icSPORTS; ISBN 978-989-758-673-6, SciTePress, pages 23-33. DOI: 10.5220/0012159300003587

in Bibtex Style

@conference{icsports23,
author={Sebastian Purtak and Jagoda Lazarek and Paweł Gora and Łukasz Gąsiorowski},
title={Automated System for Indoor Sport Video Production},
booktitle={Proceedings of the 11th International Conference on Sport Sciences Research and Technology Support - Volume 1: icSPORTS},
year={2023},
pages={23-33},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012159300003587},
isbn={978-989-758-673-6},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Conference on Sport Sciences Research and Technology Support - Volume 1: icSPORTS
TI - Automated System for Indoor Sport Video Production
SN - 978-989-758-673-6
AU - Purtak S.
AU - Lazarek J.
AU - Gora P.
AU - Gąsiorowski Ł.
PY - 2023
SP - 23
EP - 33
DO - 10.5220/0012159300003587
PB - SciTePress