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International Journal of Medicine and Science of Physical Activity and Sport

International Journal of Medicine and Science of Physical Activity and Sport

REVISTA INTERNACIONAL DE MEDICINA Y CIENCIAS DE LA ACTIVIDAD FÍSICA Y EL DEPORTE

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RESEARCH ON ACTION DECOMPOSITION METHOD OF FOOTBALL VIDEO IMAGE BASED ON DEEP LEARNING

Issue Volume 25, Number 100, 2025 Articles 
Haoyu Wang
Sports Science and Technology College, Guangzhou Institute of Applied Science and Technology, 526072, China
Lanfeng Wang
Sports College, Guizhou City Vocational College, Guiyang, 550025, China
Litong Wang
Gdansk University of Physical Education and Sport, Gdansk, 80-336, Poland
Xinran Wang
Shandong Culture and Tourism Investment Group Financial Leasing Co., Ltd, 250000, China

Abstract

In order to better master football skills, a football video image action decomposition method based on deep learning is proposed. Combined with the principle of deep learning, the action characteristics of football video image are collected, the denoising algorithm of football video action image is optimized, and the action decomposition steps of football video image are simplified. Finally, the experiment proves that the football video image action decomposition method based on deep learning has high practicability in the process of practical application, fully meet the research requirements.

Keywords: Deep Learning; Football Video Image; Action Decomposition
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Periodicidad Trimestral/Quartely
Revista multidisciplinar de las Ciencias del Deporte
ISSN: 1577-0354
All journal articles are published in Spanish together with their corresponding translation into English

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