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 …

A survey on player tracking in soccer videos

M Manafifard, H Ebadi, HA Moghaddam - Computer Vision and Image …, 2017 - Elsevier
There is a growth of demand for automatically analyzing soccer matches and tactics. Since
players are the focus of attentions in soccer matches, player tracking is a fundamental …

Player tracking and identification in ice hockey

K Vats, P Walters, M Fani, DA Clausi… - Expert systems with …, 2023 - Elsevier
Tracking and identifying players is a fundamental step in computer vision-based ice hockey
analytics. The data generated by tracking is used in many other downstream tasks, such as …

Deep alignment network based multi-person tracking with occlusion and motion reasoning

Q Zhou, B Zhong, Y Zhang, J Li… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Tracking-by-detection is one of the typical paradigms for multi-person tracking, due to the
availability of automatic pedestrian detectors. However, existing multi-person trackers are …

A semi-automatic system for ground truth generation of soccer video sequences

T D'Orazio, M Leo, N Mosca… - 2009 Sixth IEEE …, 2009 - ieeexplore.ieee.org
The problem of ground truth generation is fundamental for many approaches of computer
vision and image processing. In order to test algorithms for object segmentation, object …

[HTML][HTML] Automated event detection and classification in soccer: The potential of using multiple modalities

OA Nergård Rongved, M Stige, SA Hicks… - Machine Learning and …, 2021 - mdpi.com
Detecting events in videos is a complex task, and many different approaches, aimed at a
large variety of use-cases, have been proposed in the literature. Most approaches, however …

Color brightness transfer function evaluation for non overlap** multi camera tracking

T D'Orazio, PL Mazzeo… - 2009 Third ACM/IEEE …, 2009 - ieeexplore.ieee.org
People Tracking in multiple cameras is of great interest for wide area video surveillance
systems. Multi-camera tracking with non-overlap** fields of view (FOV) involves the …

Robust player detection and tracking in broadcast soccer video based on enhanced particle filter

Y Yang, D Li - Journal of Visual Communication and Image …, 2017 - Elsevier
It is significant to detect and track soccer players in broadcast sports video, which is helpful
to analysis player activity and team tactics. However, it is challenging to efficiently detect and …

Background-modelling techniques for foreground detection and Tracking using Gaussian Mixture Model

RK Meghana, Y Chitkara… - 2019 3rd international …, 2019 - ieeexplore.ieee.org
Background Modelling and Foreground detection in sports has been achieved by cleverly
develo** a model of a background from a video by deducing knowledge from frames and …

Online safety zone estimation and violation detection for nonstationary objects in workplaces

H Cho, K Lee, N Choi, S Kim, J Lee, S Yang - IEEE Access, 2022 - ieeexplore.ieee.org
This study presents a deep neural network (DNN)-based safety monitoring method.
Nonstationary objects such as moving workers, heavy equipment, and pallets were …