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Multimedia Technology and Enhanced Learning. 4th EAI International Conference, ICMTEL 2022, Virtual Event, April 15-16, 2022, Proceedings

Research Article

Basketball Posture Recognition Method in Physical Education Based on Machine Vision

Cite
BibTeX Plain Text
  • @INPROCEEDINGS{10.1007/978-3-031-18123-8_15,
        author={Xiaobo Li and Zhiqiang Wang},
        title={Basketball Posture Recognition Method in Physical Education Based on Machine Vision},
        proceedings={Multimedia Technology and Enhanced Learning. 4th EAI International Conference, ICMTEL 2022, Virtual Event, April 15-16, 2022, Proceedings},
        proceedings_a={ICMTEL},
        year={2022},
        month={10},
        keywords={Machine vision Physical education Basketball posture Identification method},
        doi={10.1007/978-3-031-18123-8_15}
    }
    
  • Xiaobo Li
    Zhiqiang Wang
    Year: 2022
    Basketball Posture Recognition Method in Physical Education Based on Machine Vision
    ICMTEL
    Springer
    DOI: 10.1007/978-3-031-18123-8_15
Xiaobo Li1,*, Zhiqiang Wang1
  • 1: Sports Center, Xian Eurasia University
*Contact email: lixiaobo10034@126.com

Abstract

The traditional basketball posture recognition method has large error and the recognition effect decreases. A basketball posture recognition method based on machine vision is designed for physical education teaching. Collect basketball posture information; Extract the characteristics of basketball movement in physical education teaching; Basketball posture calibration based on machine vision; Then realize the recognition of basketball posture. By means of comparative experiments, it is verified that the attitude recognition effect of the new method is better and has great popularization value.

Keywords
Machine vision Physical education Basketball posture Identification method
Published
2022-10-19
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-031-18123-8_15
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