Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM

Author:

Kim Hyunsung1ORCID,Choi Han-Jun2ORCID,Kim Chang Jo1ORCID,Yoon Jinsung1ORCID,Ko Sang-Ki3ORCID

Affiliation:

1. Fitogether Inc., Seoul, Republic of Korea

2. Kangwon National University, Chuncheon, Republic of Korea

3. Kangwon National University & Fitogether Inc., Chuncheon, Republic of Korea

Funder

National Research Foundation of Korea

Publisher

ACM

Reference54 articles.

1. Prediction of the Ball Location on the 2D Plane in Football Using Optical Tracking Data

2. L. Bransen and J. Van Haaren . Player chemistry: Striving for a perfectly balanced soccer team . In MIT Sloan Sports Analytics Conference , 2020 . L. Bransen and J. Van Haaren. Player chemistry: Striving for a perfectly balanced soccer team. In MIT Sloan Sports Analytics Conference, 2020.

3. Association of match running performance with and without ball possession to football performance

4. W. Cao , D. Wang , J. Li , H. Zhou , L. Li , and Y. Li . BRITS: Bidirectional recurrent imputation for time series . In Advances in Neural Information Processing Systems , 2018 . W. Cao, D. Wang, J. Li, H. Zhou, L. Li, and Y. Li. BRITS: Bidirectional recurrent imputation for time series. In Advances in Neural Information Processing Systems, 2018.

5. Catapult Sports. https://www.catapultsports.com. Accessed: 2023-02-02. Catapult Sports. https://www.catapultsports.com. Accessed: 2023-02-02.

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Pass Receiver and Outcome Prediction in Soccer Using Temporal Graph Networks;Communications in Computer and Information Science;2024

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