상세정보
학술대회
Sports Motion Analysis System using Wearable Sensors and Video Cameras
- 발행일
- 201710
- 출처
- International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1090-1092
- 초록
- 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.
- 키워드
- analysis, deep neural networks, detection, segmentation, sports motion, wearable sensors
- KSP 제안 키워드
- Deep neural network(DNN), Image sequence, Motion analysis system, Video camera, Wearable sensors, explicit segmentation