Deep Learning Algorithms for Recognition of Badminton Strokes: A Study Using SDNN, RNN, and RNN-GRU Models with Off-Court Video Capture

Author:

Isa Wan Hasbullah MohdORCID,Abdullah Muhammad AmirulORCID,Razman Mohd Azraai MohdORCID,Majeed Anwar P. P. AbdulORCID,Khairuddin Ismail MohdORCID

Publisher

Springer Nature Singapore

Reference15 articles.

1. Clement, B.: Badminton second to soccer in participation worldwide (2004). https://www.espn.com/olympics/summer04/badminton/news/story?id=1845228. Accessed 12 Oct 2022

2. Badminton at the 2024 Paris Olympic games. https://www.nbcolympics.com/news/badminton-2024-paris-olympic-games. Accessed 3 Nov 2022

3. Venkat, R.: Badminton at the Olympics: a brief history (2021). https://olympics.com/en/featured-news/olympics-badminton-history-winners-debut-barcelona-1992. Accessed 12 Oct 2022

4. Liu, J., Liang, B.: An action recognition technology for badminton players using deep learning. Mob. Inf. Syst. 2022, 3413584 (2022). https://doi.org/10.1155/2022/3413584

5. Wang, Y., Fang, W., Ma, J., et al.: Automatic badminton action recognition using CNN with adaptive feature extraction on sensor data. In: Huang, D.-S., Bevilacqua, V., Premaratne, P. (eds.) Intelligent Computing Theories and Application, pp. 131–143. Springer International Publishing, Cham (2019)

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