Analysis of Three-Dimensional Human Movements and Its Research in Sports Dance Teaching

Ruili Zheng, Jingqi Zhang

2025

Abstract

Since human beings are the most important element in the natural and social environment, various human activities are accompanied by a wealth of important information about the interaction between humans and nature, and between humans and society. The automatic learning and recognition of human action behavior is of great significance in the fields of advanced human-computer interaction, automatic monitoring of human behavior, and intelligent analysis of sports, and has a wide range of application prospects. This article mainly studies the three-dimensional human movement analysis and its application in sports dance teaching. This article summarizes three methods for obtaining 3D human action skeleton data, and uses depth map sequence as the method for obtaining action skeleton data in this article. Then, the 3D human skeleton model and action pose feature description method in this paper are proposed. This article describes the key frame extraction method of 3D human motion data, summarizes the characteristics of 3D human motion data, and analyzes the current main key frame extraction methods. This paper studies the 3D human action recognition methods and analyzes the advantages and disadvantages of various recognition methods. This article studies the current state of sports dance teaching, and based on this, proposes a teaching method that combines sports dance with three-dimensional human movement analysis. Through experiments, it is found that when analyzing the movements in the dance process, the estimation errors of the human head, pelvis, upper and lower arms and upper and lower legs in the first 300 frames are all under 70mm, which can accurately analyze the current dance movements. The standardization can help students learn dance better.

Paper Citation

in Harvard Style

Zheng R. and Zhang J. (2025). Analysis of Three-Dimensional Human Movements and Its Research in Sports Dance Teaching. In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 227-232. DOI: 10.5220/0013538700004664

in Bibtex Style

@conference{incoft25,
author={Ruili Zheng and Jingqi Zhang},
title={Analysis of Three-Dimensional Human Movements and Its Research in Sports Dance Teaching},
booktitle={Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT},
year={2025},
pages={227-232},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013538700004664},
isbn={978-989-758-763-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT
TI - Analysis of Three-Dimensional Human Movements and Its Research in Sports Dance Teaching
SN - 978-989-758-763-4
AU - Zheng R.
AU - Zhang J.
PY - 2025
SP - 227
EP - 232
DO - 10.5220/0013538700004664
PB - SciTePress