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Real-Time Fencing Move Classification and Detection at Touch Time during a Fencing Match
- Author / Creator
- Conferences
- ICPR 2020 MAIN CONFERENCE PS T1.14: Pattern Recognition, Machine Learning and NN Architectures (2021)
- Available as
- Online
- Summary
-
We train a detection, classification and score analysis DNN to improve fencing referee decisions and provide trainers statistical analysis. The model classifies 'Lunges', 'Counter-Attack', and 'Pre...
We train a detection, classification and score analysis DNN to improve fencing referee decisions and provide trainers statistical analysis. The model classifies 'Lunges', 'Counter-Attack', and 'Preparation to attack' and introduces additional classes to reduce false positives. A scoring function evaluates, in real-time, who is awarded points.
Details
- Creator
- Cem Ekin Sunal
- Format
- Videos, Slides, Films
- Language
- English
- Contributors
- Publication
-
- New York, N.Y. : Underline, 2021
- Physical Details
-
- 1 online resource
- digital
- video file MPEG-4 Flash
- Event name: ICPR 2020 MAIN CONFERENCE.
- Event session: PS T1.14: Pattern Recognition, Machine Learning and NN Architectures.
- "Paper Number: 1571p".
- Originally produced by Cem Ekin Sunal in 2021.
- Event name: ICPR 2020 MAIN CONFERENCE ; Event session: PS T1.14: Pattern Recognition, Machine Learning and NN Architectures, held on (January 10, 2021 14:00).
- Mode of access: World Wide Web.
- System requirements: Adobe Flash Player.
- In English.