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Data-driven visual performance analysis in soccer: an exploratory prototype
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Journal Article
Data-driven visual performance analysis in soccer: an exploratory prototype
2019
Overview
In soccer, understanding of collective tactical behavior has become an integral part in sports analysis at elite levels. Evolution of technology allows collection of increasingly larger and more specific data sets related to sport activities in cost-effective and accessible manner. All this information is minutely scrutinized by thousands of analysis around the globe in search for answers that can, in the long-term, help increase the performance of individuals or teams in their respective competitions. It is proven that visualization and computer-vision techniques, correctly applied to the context of a problem, help data analysis focus on the relevant information at each stage of the process, and generally lead to a better understanding of the facts that lie behind the data. In this study, Peñas et al demonstrate that including visual analysis techniques in sports group behavior analysis can produce both high quality results and a satisfactory experience with the computer at the same time.
Publisher
Edições Desafio Singular
Subject
