학술논문

Analysis of Physical Phenomena in Golf Swing
Document Type
Conference
Source
2023 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) ICMEW Multimedia and Expo Workshops (ICMEW), 2023 IEEE International Conference on. :266-271 Jul, 2023
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Signal Processing and Analysis
Wrist
Training
Image resolution
Tracking
Sports equipment
Force
Real-time systems
clubhead tracking
computer vision
double pendulum
golf swing analysis
pose estimation
Language
Abstract
The rapid development of artificial intelligence in recent years has resulted in increasing application in sports. Meanwhile, people's interest in watching golf tournaments has increased. This study aims to detect golfers' posture, clubs, clubhead, and analyze each swing stage. We detect the club position when swinging and draw its trajectory; then, we use the double pendulum system and the Lagrangian equation to explain the physical phenomena in the swing phase. This will not only improve the training quality of players, but also enable golfers to use data analytic methods to determine their swing problems in real time. The swing speed could also be improved by considering the physical characteristics for players and coaches.