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Movement Retraining using Real-time Feedback of Performance

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The Construction of Basketball Training System Based on Motion Capture Technology.

Shangqi Nie^1,2, Yuanqing Li^1,2, Biao Ma²

¹School of Physical Education, Huanghuai University, Zhumadian, China.

Journal of Healthcare Engineering

|September 27, 2021

Summary

This study introduces a virtual simulation system using motion capture technology to analyze and improve basketball dribbling techniques. The system standardizes athlete movements, offering a digital solution to traditional training limitations for better physical education outcomes.

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Area of Science:

Sports Science
Computer Science
Ergonomics

Background:

Traditional basketball training faces limitations in accurately assessing and standardizing athlete movements.
Motion capture technology offers a novel approach to analyze complex sports techniques.
Standardizing athlete movements is crucial for skill improvement and injury prevention in basketball.

Purpose of the Study:

To design and evaluate a virtual simulation system for basketball training.
To address the shortcomings of traditional classroom teaching methods in sports education.
To leverage motion capture for accurate analysis and standardization of basketball dribbling skills.

Main Methods:

3D simulation and capture of basketball dribbling movements.
Comparison of athlete movements against a standardized database for irregularity detection.
Utilizing Kinect-based technology for capturing human joint activity data.
Digital processing of motion data and integration with a motion model for comparative analysis.

Main Results:

The virtual simulation system effectively captures and analyzes basketball dribbling movements.
Digital processing enabled statistical analysis of movement irregularities and skill improvement.
The system facilitated a gradual training cycle for athletes.
Experimental results indicated improved training outcomes in physical education.

Conclusions:

The developed virtual simulation system provides an effective tool for basketball training and movement analysis.
Kinect-based motion capture technology can be successfully applied to standardize sports techniques.
This approach offers a significant improvement over traditional teaching methods, enhancing athlete performance and physical education.