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A method of badminton video motion recognition based on adaptive enhanced AdaBoost algorithm

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成果类型:
期刊论文
作者:
YunTao Chang
通讯作者:
Chang, YT
作者机构:
[YunTao Chang; Chang, Yuntao] Hunan City Univ, Dept Phys Educ, Yiyang 413000, Hunan, Peoples R China.
通讯机构:
[Chang, YT ] H
Hunan City Univ, Dept Phys Educ, Yiyang 413000, Hunan, Peoples R China.
语种:
英文
关键词:
inertial sensor;weighted fusion method;AdaBoost algorithm;motion recognition;data standardisation
期刊:
International Journal of Biometrics
ISSN:
1755-8301
年:
2025
卷:
1
期:
1
机构署名:
本校为第一且通讯机构
院系归属:
体育学院
摘要:
To overcome the problems of low recognition accuracy, poor recognition recall, and long recognition time in traditional badminton video action recognition methods, a badminton video action recognition method based on an adaptive enhanced AdaBoost algorithm is proposed. Firstly, the badminton video actions are collected through inertial sensors, and the badminton action videos are captured to construct an action dataset. The data in this dataset is normalised, and then the badminton video action features are extracted. The weighted fusion method is used to fuse the extracted badminton video act...

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