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 …

Classification of Human Motion Data Based on Inertial Measurement Units in Sports: A Scoping Review

C Kranzinger, S Bernhart, W Kremser, V Venek… - Applied Sciences, 2023 - mdpi.com
Inertial measurement units (IMU) are widely used in sports applications to digitise human
motion by measuring acceleration and rotational velocity in three-dimensional space. A …

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 …

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 …

Silent Impact: Tracking Tennis Shots from the Passive Arm

J Park, S Yang, S Jo - Proceedings of the 37th Annual ACM Symposium …, 2024 - dl.acm.org
Wearable technology has transformed sports analytics, offering new dimensions in
enhancing player experience. Yet, many solutions involve cumbersome setups that inhibit …

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 …

A searching and automatic video tagging tool for events of interest during volleyball training sessions

F Salim, F Haider, SBY Tasdemir, V Naghashi… - 2019 International …, 2019 - dl.acm.org
Quick and easy access to performance data during matches and training sessions is
important for both players and coaches. While there are many video tagging systems …

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 …

Identification and modelling of interaction in volleyball using recognized actions of players

L Beenhakker - 2020 - essay.utwente.nl
Volleyball is the 5th most popular sport in the world with more than 100,000 players in the
Netherlands alone. During a volleyball training, a coach cannot keep an eye on all players …