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 …

Optical tracking in team sports: A survey on player and ball tracking methods in soccer and other team sports

P Rahimian, L Toka - Journal of Quantitative Analysis in Sports, 2022 - degruyter.com
Sports analysis has gained paramount importance for coaches, scouts, and fans. Recently,
computer vision researchers have taken on the challenge of collecting the necessary data …

Automatic soccer field of play registration

C Cuevas, D Quilon, N García - Pattern Recognition, 2020 - Elsevier
This paper proposes a strategy for the automatic registration of soccer images on a model of
the field of play. First, a robust and efficient preprocessing is applied to discard the areas of …

Deepball: Deep neural-network ball detector

J Komorowski, G Kurzejamski, G Sarwas - arxiv preprint arxiv:1902.07304, 2019 - arxiv.org
The paper describes a deep network based object detector specialized for ball detection in
long shot videos. Due to its fully convolutional design, the method operates on images of …

A novel algorithm for detection of soccer ball and player

U Rao, UC Pati - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
In this work, we propose an efficient, mere algorithm for detection of a soccer ball and
players. In long shots, existing algorithms may not be able to detect the ball when it merged …

A fully automatic method for segmentation of soccer playing fields

C Cuevas, D Berjón, N García - Scientific Reports, 2023 - nature.com
This paper proposes a strategy to segment the playing field in soccer images, suitable for
integration in many soccer image analysis applications. The combination of a green …

Automatic soccer player tracking in single camera with robust occlusion handling using attribute matching

H Sabirin, H Sankoh, S Naito - IEICE TRANSACTIONS on …, 2015 - search.ieice.org
This paper presents an automatic method to track soccer players in soccer video recorded
from a single camera where the occurrence of pan-tilt-zoom can take place. The automatic …

[PDF][PDF] A survey on object detection and tracking in soccer videos

HD Najeeb, RF Ghani - MJPS, 2021 - iasj.net
ـــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ… ـــ ــــــــــــــــــــــــــــــ
ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ Abstract: The players and ball are the most important …

Automated soccer event detection and highlight generation for short and long views

M Afzal, JH Shah, FA Khokhar, M Yasmin… - Multimedia Tools and …, 2024 - Springer
The computer vision field has wide applications in various areas, including sports. Almost all
sports events have been exploiting the best features. Sports videos are structure-based, and …

Low-cost optical tracking of soccer players

G Csanalosi, G Dobreff, A Pasic, M Molnar… - Machine Learning and …, 2020 - Springer
Sports analytics are on the rise in European football, however, due to the high cost so far
only the top tier leagues and championships have had the privilege of collecting high …