Research Article
Human Motion Recognition Method in Physical Education Based on Wearable Perception
@INPROCEEDINGS{10.1007/978-3-031-18123-8_17, author={Pengli Liu and Zhiqiang Wang}, title={Human Motion Recognition Method in Physical Education Based on Wearable Perception}, proceedings={Multimedia Technology and Enhanced Learning. 4th EAI International Conference, ICMTEL 2022, Virtual Event, April 15-16, 2022, Proceedings}, proceedings_a={ICMTEL}, year={2022}, month={10}, keywords={Wearable perception Physical education Human body Action recognition}, doi={10.1007/978-3-031-18123-8_17} }- Pengli Liu
Zhiqiang Wang
Year: 2022
Human Motion Recognition Method in Physical Education Based on Wearable Perception
ICMTEL
Springer
DOI: 10.1007/978-3-031-18123-8_17
Abstract
The traditional human behavior recognition technology takes a long time to recognize human behavior. Aiming at the shortcomings of traditional methods, this paper designs a new human action recognition method in physical education based on efficient wearable sensor network. Firstly, the human action recognition characteristics of physical education teaching are extracted. Secondly, the human action recognition model of physical education teaching is constructed based on wearable perception, so as to realize human action recognition. The results show that the shortest action recognition time of physical education teaching people designed in this paper is 0.169 s. The designed physical education teaching human action recognition method has good recognition effect and certain application value.
