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 survey on video action recognition in sports: Datasets, methods and applications

F Wu, Q Wang, J Bian, N Ding, F Lu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
To understand human behaviors, action recognition based on videos is a common
approach. Compared with image-based action recognition, videos provide much more …

A Design Space of Sports Interaction Technology

DBW Postma, RW van Delden… - … and Trends® in …, 2022 - nowpublishers.com
With this monograph we introduce a new, systematic taxonomy of Sports Interaction
Technology (Sports ITech) that defines a design space of existing and future work in this …

A super-bagging method for volleyball action recognition using wearable sensors

F Haider, FA Salim, DBW Postma… - Multimodal …, 2020 - mdpi.com
Access to performance data during matches and training sessions is important for coaches
and players. Although there are many video tagging systems available which can provide …

Prediction of volleyball competition using machine learning and edge intelligence

Q Liu, Q Liu - Mobile Information Systems, 2021 - Wiley Online Library
Data analysis and machine learning are the backbones of the current era. Human society
has entered machine learning and data science that increases the data capacity. It has been …

Cross-modal self-attention mechanism for controlling robot volleyball motion

M Wang, Z Liang - Frontiers in Neurorobotics, 2023 - frontiersin.org
Introduction The emergence of cross-modal perception and deep learning technologies has
had a profound impact on modern robotics. This study focuses on the application of these …

Towards automatic modeling of volleyball players' behavior for analysis, feedback, and hybrid training

FA Salim, F Haider, D Postma… - Journal for the …, 2020 - journals.humankinetics.com
Automatic tagging of video recordings of sports matches and training sessions can be
helpful to coaches and players and provide access to structured data at a scale that would …

Enhancing volleyball training: empowering athletes and coaches through advanced sensing and analysis

FA Salim, DBW Postma, F Haider, S Luz… - Frontiers in Sports and …, 2024 - frontiersin.org
Modern sensing technologies and data analysis methods usher in a new era for sports
training and practice. Hidden insights can be uncovered and interactive training …

How good is good enough? the impact of errors in single person action classification on the modeling of group interactions in volleyball

L Beenhakker, F Salim, D Postma… - Proceedings of the …, 2020 - dl.acm.org
In Human Behaviour Understanding, social interaction is often modeled on the basis of
lower level action recognition. The accuracy of this recognition has an impact on the …