Amateur football analytics using computer vision
نویسندگان
چکیده
In recent years, there has been an interest in visual sports analytics, and especially player ball detection, action recognition, camera pose estimation various sports. The greatest is associated with football or soccer. purpose of this work the design implementation a low-cost methodology that extracts analytics from simple TV broadcasts, using solely computer vision techniques. paper, we discuss state art field propose integrated pipeline solves problem localization court useful insights. Technical details concerning proposed methods enhance track player–ball movement pose, along post-analytic results, are presented. paper concludes some future expansions pipeline.
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ژورنال
عنوان ژورنال: Neural Computing and Applications
سال: 2022
ISSN: ['0941-0643', '1433-3058']
DOI: https://doi.org/10.1007/s00521-022-07692-6