Motion Analysis and Transfer Applications Based on Posture Recognition
Yuhao Zhang, Mingyue Li, Jianhao Jiao · Proceedings of International Conference on Artificial Life and Robotics · 2024
This paper investigates the posture trajectories in human motion using pose recognition technology based on the deep learning framework MediaPipe.By detecting key points on the human body and plotting and calculating these trajectories in the temporal dimension, we further conduct comparative analysis of these trajectories with professional sports coaches' motion guidance to assist athletes in correcting their posture.Additionally, this technology has been deployed on Jetson Nano, enabling its practical application in mobile scenarios, and providing robust tools and methods for fields such as rehabilitation therapy, sports training, and animal behavior analysis.This study offers insights into the transfer applications of posture recognition.