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Soccer player tracking and data correction based on attention with full-field videos
Tracking soccer players serves as a fundamental prerequisite for the automated analysis of soccer videos. The strides in computer vision technology...
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A survey on soccer player detection and tracking with videos
Soccer is a popular sport, and there is a growing need for automated analysis of soccer videos, while the detection and tracking of the players is...
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A preliminary investigation into the efficacy of training soccer heading in immersive virtual reality
Recent research has suggested a link between repetitive soccer heading and the increased incidence of neurodegenerative disease in retired players....
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Use of deep learning in soccer videos analysis: survey
The demand for video analysis has been rapidly increasing in the last decade. Video analysis plays a critical role in various technologies, including...
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Multi object tracking in soccer video focusing on occlusion detection and resolving
Today, due to the growth of data and the development of receiving and storing technologies, large datasets have been created in various fields, such...
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HELIOS2023: RoboCup 2023 Soccer Simulation 2D Competition Champion
The RoboCup Soccer Simulation 2D Competition is the oldest of the RoboCup competitions. The 2D soccer simulator enables two teams of simulated...
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A review on camera calibration in soccer videos
Camera calibration has attracted much attention, as a primary step of various soccer game analyses, such as real-world player tracking and offside...
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An Opponent Formation Classifier for Simulated Robot Soccer
This paper contributes with a novel opponent formation classifier for simulated robot soccer. Modeling opponent positioning strategy can help the...
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Computer aided technology based on graph sample and aggregate attention network optimized for soccer teaching and training
Football is the most popular game in the world and has significant influence on various aspects including politics, economy and culture. The...
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HELIOS2022: RoboCup 2022 Soccer Simulation 2D Competition Champion
The RoboCup Soccer Simulation 2D Competition is the oldest of the RoboCup competitions. The 2D soccer simulator enables two teams of simulated...
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AI-Based Crop** of Soccer Videos for Different Social Media Representations
The process of re-publishing soccer videos on social media often involves labor-intensive and tedious manual adjustments, particularly when altering...
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Masked Autoencoder Pretraining for Event Classification in Elite Soccer
We show that pretraining transformer models improves the performance on supervised classification of tracking data from elite soccer. Specifically,...
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Soccer Athlete Data Visualization and Analysis with an Interactive Dashboard
Soccer is among the most popular and followed sports in the world. As its popularity increases, it becomes highly professionalized. Even though...
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Who can receive the pass? A computational model for quantifying availability in soccer
The paper presents a computational approach to Availability of soccer players. Availability is defined as the probability that a pass reaches the...
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Play Everywhere: A Temporal Logic Based Game Environment Independent Approach for Playing Soccer with Robots
Robots playing soccer often rely on hard-coded behaviors that struggle to generalize when the game environment change. In this paper, we propose a...
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Technological Solution in Real Time Based on IoT Devices to Optimize Soccer Team Training
Currently, the soccer players of the youth clubs of the university community are engaged in constant physical training to improve their skills before...
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Pass Receiver and Outcome Prediction in Soccer Using Temporal Graph Networks
This paper explores the application of the Temporal Graph Network (TGN) model to predict the receiver and outcome of a pass in soccer. We construct...
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Sport action mining: Dribbling recognition in soccer
Recent advances in Computer Vision and Machine Learning empowered the use of image and positional data in several high-level analyses in Sports...
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Cyrus2D Base: Source Code Base for RoboCup 2D Soccer Simulation League
Soccer Simulation 2D League is one of the major leagues of RoboCup competitions. In a Soccer Simulation 2D (SS2D) game, two teams of 11 players and...
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A Library and Web Platform for RoboCup Soccer Matches Data Analysis
An important part of ensuring continuous development and betterment of performance of a robot soccer team is the process of analyzing past matches...