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 …

A review of vision-based systems for soccer video analysis

T D'Orazio, M Leo - Pattern recognition, 2010 - Elsevier
This paper presents a survey of soccer video analysis systems for different applications:
video summarization, provision of augmented information, high-level analysis. Computer …

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 …

Multiple player tracking in sports video: A dual-mode two-way bayesian inference approach with progressive observation modeling

J Xing, H Ai, L Liu, S Lao - IEEE Transactions on image …, 2010 - ieeexplore.ieee.org
Multiple object tracking (MOT) is a very challenging task yet of fundamental importance for
many practical applications. In this paper, we focus on the problem of tracking multiple …

A deep learning ball tracking system in soccer videos

PR Kamble, AG Keskar, KM Bhurchandi - Opto-Electronics Review, 2019 - Elsevier
Increasing interest, enthusiasm of sport lovers, and economics involved offer high
importance to sports video recording and analysis. Being crucial for decision making, ball …

Bayesian network-based customized highlight generation for broadcast soccer videos

MH Kolekar, S Sengupta - IEEE Transactions on Broadcasting, 2015 - ieeexplore.ieee.org
Sports highlight generation techniques aim at condensing a full-length video to a
significantly shortened version that still preserves the main interesting content of the original …

Spotting football events using two-stream convolutional neural network and dilated recurrent neural network

B Mahaseni, ERM Faizal, RG Raj - IEEE Access, 2021 - ieeexplore.ieee.org
This paper addresses the problem of event detection and localization in long football
(soccer) videos. Our key idea is that understanding the long-range dependencies between …

Moving object detection and tracking using a spatio-temporal graph in H. 264/AVC bitstreams for video surveillance

H Sabirin, M Kim - IEEE Transactions on Multimedia, 2012 - ieeexplore.ieee.org
This paper presents a spatio-temporal graph-based method of detecting and tracking
moving objects by treating the encoded blocks with non-zero motion vectors and/or non-zero …

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 review on camera calibration in soccer videos

M Manafifard - Multimedia Tools and Applications, 2024 - Springer
Camera calibration has attracted much attention, as a primary step of various soccer game
analyses, such as real-world player tracking and offside detection. Moreover, metric …