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Sports Video Athlete Detection Based on Associative Memory Neural Network

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成果类型:
期刊论文
作者:
Yang, Jingwei
通讯作者:
Yang, Jingwei(yjw@xynu.edu.cn)
作者机构:
[Yang, Jingwei] Xinyang Normal Univ, Sch Phys Educ, Xinyang 464000, Peoples R China.
[Yang, Jingwei] Cent China Normal Univ, Sch Phys Educ, Wuhan 430079, Peoples R China.
通讯机构:
[Yang, J.] S
School of Physical Education, Xinyang Normal University, Xinyang, China
语种:
英文
期刊:
Computational Intelligence and Neuroscience
ISSN:
1687-5265
年:
2022
卷:
2022
机构署名:
本校为其他机构
院系归属:
物理科学与技术学院
体育学院
摘要:
Aiming at the detection of athletes in sports videos, an automatic detection method based on AMNN is proposed. The background image from the image sequence is obtained, the moving area is extracted, and the color information of pixels to extract the green stadium from the background image is used. In order to improve the accuracy of athletes' detection, the texture similarity measurement method is used to eliminate the shadow in the movement area, the morphological method is used to eliminate the cracks in the area, and the noise outside the st...

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