The rise of deep learning technology has broadly promoted the practical application of
artificial intelligence in production and daily life. In computer vision, many human-centered …

In soccer, passing is one of the most fundamental actions for building tactics. Automatic
prediction of the pass receiver can be useful in many situations, such as in player and team …

Given a monocular video of a soccer match, this paper presents a computational model to
estimate the most feasible pass at any given time. The method leverages offensive player's …

Artificial Intelligence (AI) is increasingly being adopted across many domains such as
transport, healthcare, defence and sport, with football codes no exception. Though there is a …

Action spotting in soccer videos is the task of identifying the specific time when a certain key
action of the game occurs. Lately, it has received a large amount of attention and powerful …

Human Pose Estimation (HPE) is one of the trending areas of research among artificial
intelligent research. It has gained a lot of attention due to its versatile potential applications …

Orientation is a crucial skill for football players that becomes a differential factor in a large set
of events, especially the ones involving passes. However, existing orientation estimation …

Once player tracking has been established as one of the main data sources in soccer, many
challenges have emerged for data scientists, who attempt to recognize patterns from 2D …

The aim of this scoping review is to investigate current applications of a markerless human
pose estimation (HPE) algorithm in sports and exercise science. 17 studies are selected for …