A comprehensive review of computer vision in sports: Open issues, future trends and research directions

BT Naik, MF Hashmi, ND Bokde - Applied Sciences, 2022 - mdpi.com
Recent developments in video analysis of sports and computer vision techniques have
achieved significant improvements to enable a variety of critical operations. To provide …

Use of deep learning in soccer videos analysis: survey

S Akan, S Varlı - Multimedia Systems, 2023 - Springer
The demand for video analysis has been rapidly increasing in the last decade. Video
analysis plays a critical role in various technologies, including medical diagnosis, security …

Scaling up SoccerNet with multi-view spatial localization and re-identification

A Cioppa, A Deliege, S Giancola, B Ghanem… - Scientific data, 2022 - nature.com
Soccer videos are a rich playground for computer vision, involving many elements, such as
players, lines, and specific objects. Hence, to capture the richness of this sport and allow for …

Camera calibration and player localization in soccernet-v2 and investigation of their representations for action spotting

A Cioppa, A Deliege, F Magera… - Proceedings of the …, 2021 - openaccess.thecvf.com
Soccer broadcast video understanding has been drawing a lot of attention in recent years
within data scientists and industrial companies. This is mainly due to the lucrative potential …

TTNet: Real-time temporal and spatial video analysis of table tennis

R Voeikov, N Falaleev… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
We present a neural network TTNet aimed at real-time processing of high-resolution table
tennis videos, providing both temporal (events spotting) and spatial (ball detection and …

Semi-supervised training to improve player and ball detection in soccer

R Vandeghen, A Cioppa… - Proceedings of the …, 2022 - openaccess.thecvf.com
Accurate player and ball detection has become increasingly important in recent years for
sport analytics. As most state-of-the-art methods rely on training deep learning networks in a …

DeepPlayer-track: player and referee tracking with jersey color recognition in soccer

BT Naik, MF Hashmi, ZW Geem, ND Bokde - IEEE Access, 2022 - ieeexplore.ieee.org
In real-world sports video analysis, identity switching caused by inter-object interactions is
still a major difficulty for multi-player tracking. Due to similar appearances of players on the …

Techniques and applications for soccer video analysis: A survey

C Cuevas, D Quilón, N García - Multimedia Tools and Applications, 2020 - Springer
Nowadays, soccer is the most popular sport in our society, followed by millions of people.
Consequently, many video analysis applications have been developed in the last years to …

Intelligent tracking of mechanically thrown objects by industrial catching robot for automated in-plant logistics 4.0

N Qadeer, JH Shah, M Sharif, MA Khan, G Muhammad… - Sensors, 2022 - mdpi.com
Industry 4.0 smart manufacturing systems are equipped with sensors, smart machines, and
intelligent robots. The automated in-plant transportation of manufacturing parts through …

YOLOv3-SORT: detection and tracking player/ball in soccer sport

BT Naik, MF Hashmi - Journal of Electronic Imaging, 2023 - spiedigitallibrary.org
Soccer player and ball detection and tracking have emerged as an area of intense interest
among many analysts and researchers. This is because it aids coaches in team …