Research on the Method of Improving Accuracy of Martial Arts Movements Based on Time Series Analysis
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Feb 27, 2025
About this article
Published Online: Feb 27, 2025
Received: Oct 20, 2024
Accepted: Jan 19, 2025
DOI: https://doi.org/10.2478/amns-2025-0136
Keywords
© 2025 Qiuli Hui et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
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Recognition rate of different juvenile chain punch movements
| Action Name | Contour maps with static features based | Time series analysis based |
|---|---|---|
| Left Lunge Punch | 78% | 92% |
| Right Lunge Punch | 80% | 90% |
| Positive Horse Stance Punch | 83% | 94% |
| Back Horse Stance Punch | 81% | 92% |
| Left Flick Kick Punch | 73% | 90% |
| Right Kick Punch | 75% | 89% |
Juvenile chain fist movement joint index
| Action Name | Motion Joint Indicators |
|---|---|
| Left Lunge Punch | Spine, left wrist, right wrist, right shoulder, left elbow, left knee, right knee, left hip, right hip |
| Right Lunge Punch | Spine, left wrist, right wrist, left shoulder, right elbow, left knee, right knee, left hip, right hip |
| Positive Horse Stance Punch | Spine, left wrist, right wrist, left shoulder, right elbow, left knee, right knee, left hip, right hip |
| Back Horse Stance Punch | Spine, left wrist, right wrist, right shoulder, left elbow, left knee, right knee, left hip, right hip |
| Left Flick Kick Punch | Spine, left wrist, right wrist, right shoulder, left elbow, left knee, right knee, left hip, right hip |
| Right Kick Punch | Spine, left wrist, right wrist, left shoulder, right elbow, left knee, right knee, left hip, right hip |