Intelligent Golf Swing Assessment: An AI-Driven Approach to Personalized Sports Education

The integration of artificial intelligence (AI) in physical education represents a paradigm shift towards more scientific, personalized, and intelligent sports instruction. This research introduces a novel computer vision-based approach to golf teaching, leveraging human pose recognition technology for real-time movement posture capture and intelligent assessment. By developing an AI system capable of automatically analyzing movement standardization, we aim to enhance teaching effectiveness and provide students with data-driven, scientifically informed training guidance.

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Publication Details

Published
2025-04-18
DOI
https://doi.org/10.1109/cste64638.2025.11091979
Citations
1
Primary Topic
Sports Analytics and Performance
Type
article
Field-Weighted Citation Impact
3.13

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article

Intelligent Golf Swing Assessment: An AI-Driven Approach to Personalized Sports Education

Sen Xiang, Huizi Xiao, Huiping Deng, Jin Liu
1 citations
Sports Analytics and Performance
3.13
article

Intelligent Golf Swing Assessment: An AI-Driven Approach to Personalized Sports Education

Sen Xiang, Huizi Xiao, Huiping Deng, Jin Liu
article en
1 citations

Abstract

The integration of artificial intelligence (AI) in physical education represents a paradigm shift towards more scientific, personalized, and intelligent sports instruction. This research introduces a novel computer vision-based approach to golf teaching, leveraging human pose recognition technology for real-time movement posture capture and intelligent assessment. By developing an AI system capable of automatically analyzing movement standardization, we aim to enhance teaching effectiveness and provide students with data-driven, scientifically informed training guidance.

Wuhan University (CN), Wuhan University of Science and Technology (CN)
Wuhan University of Science and Technology
Quality Education
Openalex Percentile: Top 7%
Sports Analytics and Performance
3.13
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Intelligent Golf Swing Assessment: An AI-Driven Approach to Personalized Sports Education — Sen Xiang, Huizi Xiao, et al. · (2025) | TGRS Research Map | TGRS