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Conference Paper
Sports Motion Analysis System using Wearable Sensors and Video Cameras
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- Authors
- Woosuk Kim, Myunggyu Kim
- Issue Date
- 2017-10
- Citation
- International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1090-1092
- Publisher
- IEEE
- Language
- English
- Type
- Conference Paper
- Abstract
- This paper introduces a novel system for sports motion analysis. The system utilizes wearable sensors and video cameras to detect a sports motion and to provide image sequences of the motion automatically. Deep neural networks were adopted for detection and explicit segmentation of a sports motion into submotions. The proposed system is evaluated by implementing a soccer kick analysis system as an example application.
- KSP Keywords
- Deep neural network(DNN), Image sequences, Motion analysis system, Wearable sensors, explicit segmentation, neural network(NN), video camera