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 …

A survey of video-based human action recognition in team sports

H Yin, RO Sinnott, GT Jayaputera - Artificial Intelligence Review, 2024 - Springer
Over the past few decades, numerous studies have focused on identifying and recognizing
human actions using machine learning and computer vision techniques. Video-based …

Survey of Action Recognition, Spotting and Spatio-Temporal Localization in Soccer--Current Trends and Research Perspectives

K Seweryn, A Wróblewska, S Łukasik - arXiv preprint arXiv:2309.12067, 2023 - arxiv.org
Action scene understanding in soccer is a challenging task due to the complex and dynamic
nature of the game, as well as the interactions between players. This article provides a …

[HTML][HTML] Grass band detection in soccer images for improved image registration

C Cuevas, D Berjón, N García - Signal Processing: Image Communication, 2022 - Elsevier
The registration of images of soccer matches is a key stage in many computer vision
applications. Until now, this task has been typically carried out from key points obtained from …

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 …

FootApp: An AI-powered system for football match annotation

S Barra, SM Carta, A Giuliani, A Pisu, AS Podda… - Multimedia Tools and …, 2023 - Springer
In the last years, scientific and industrial research has experienced a growing interest in
acquiring large annotated data sets to train artificial intelligence algorithms for tackling …

Soccer Video Event Detection Using Metric Learning

A Karimi, R Toosi, MA Akhaee - 2022 12th International …, 2022 - ieeexplore.ieee.org
We presented a novel video-based event detection method in soccer videos. Our proposed
method is based on convolutional neural networks (CNNs) and gated recurrent units (GRUs) …

Applying convolutional neural network for detecting highlight football events

THV Le, HT Van, HS Tran, PK Nguyen… - Context-Aware Systems …, 2021 - Springer
Automatic detection of videos with outstanding situations is a practical issue that needs to be
studied in many events of different fields with common length and frequency of occurrence …

Deteção inteligente de golos de futebol

CFG Fernandes - 2022 - search.proquest.com
Informação e dados estatísticos sobre jogos de futebol são importantes para qualquer
equipa, mas nem todas possuem os recursos, monetários e humanos para obter os …

[PDF][PDF] FootApp: An AI-powered system for football match

S Barra, SM Carta, A Giuliani, A Pisu, AS Podda… - 2022 - iris.unica.it
In the last years, scientific and industrial research has experienced a growing interest in
acquiring large annotated data sets to train artificial intelligence algorithms for tackling …