Anton Umek

According to our database, Anton Umek authored at least 41 papers between 1992 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Trends in real-time artificial intelligence methods in sports: a systematic review.

Val Vec, Saso Tomazic, Anton Kos, Anton Umek

J. Big Data, December, 2024

Golf Guided Grad-CAM: attention visualization within golf swings via guided gradient-based class activation mapping.

Libin Jiao, Wenchao Gao, Rongfang Bie, Anton Umek, Anton Kos

Multim. Tools Appl., April, 2024

2023

Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database.

Matevz Hribernik, Saso Tomazic, Anton Umek, Anton Kos

J. Big Data, December, 2023

Affordable Wearable Devices with Low-Latency Wireless Communication.

Anton Kos, Saso Tomazic, Anton Umek

Proceedings of the IEEE AFRICON 2023, Nairobi, Kenya, September 20-22, 2023, 2023

2022

Review of Real-Time Biomechanical Feedback Systems in Sport and Rehabilitation.

Matevz Hribernik, Anton Umek, Saso Tomazic, Anton Kos

Sensors, 2022

Validation of UWB positioning systems for player tracking in tennis.

Anton Umek, Anton Kos

Pers. Ubiquitous Comput., 2022

RtSNN: Building a Real-time Siamese Neural Networks Model for Few-shot Action Recognition.

Yao Guo, Junyang Song, Yu Guo, Rongfang Bie, Libin Jiao, Anton Umek, Anton Kos

Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

2021

Guest Editorial Introduction to the Special Section on Artificial Intelligence For Social Networks.

Yingshu Li, Mihaela Cardei, Chaokun Wang, Anton Umek

IEEE Trans. Netw. Sci. Eng., 2021

Use of IMU in Differential Analysis of the Reverse Punch Temporal Structure in Relation to the Achieved Maximal Hand Velocity.

Stefan Markovic, Anton Kos, Vesna Vukovic, Milivoj Dopsaj, Nenad Koropanovski, Anton Umek

Sensors, 2021

The role of technology for accelerated motor learning in sport.

Matevz Pustisek, Yu Wei, Yunchuan Sun, Anton Umek, Anton Kos

Pers. Ubiquitous Comput., 2021

2020

A Random Forest-Based Accuracy Prediction Model for Augmented Biofeedback in a Precision Shooting Training System.

Junqi Guo, Lan Yang, Anton Umek, Rongfang Bie, Saso Tomazic, Anton Kos

Sensors, 2020

Correctness of the Chord protocol.

Bojan Marinkovic, Zoran Ognjanovic, Paola Glavan, Anton Kos, Anton Umek

Comput. Sci. Inf. Syst., 2020

2019

Approaching the Communication Constraints of Ethereum-Based Decentralized Applications.

Matevz Pustisek, Anton Umek, Andrej Kos

Sensors, 2019

Wearable Sensor Devices for Prevention and Rehabilitation in Healthcare: Swimming Exercise With Real-Time Therapist Feedback.

Anton Kos, Anton Umek

IEEE Internet Things J., 2019

Challenges in wireless communication for connected sensors and wearable devices used in sport biofeedback applications.

Anton Kos, Veljko Milutinovic, Anton Umek

Future Gener. Comput. Syst., 2019

2018

Biomechanical Biofeedback Systems and Applications

Anton Kos, Anton Umek

Human-Computer Interaction Series, Springer, ISBN: 978-3-319-91348-3, 2018

Smart sport equipment: SmartSki prototype for biofeedback applications in skiing.

Anton Kos, Anton Umek

Pers. Ubiquitous Comput., 2018

Towards Real-Time Multi-Sensor Golf Swing Classification Using Deep CNNs.

Libin Jiao, Hao Wu, Rongfang Bie, Anton Umek, Anton Kos

J. Database Manag., 2018

Sensor selection scheme in activity recognition based on hierarchical feature reduction.

Yu Wei, Libin Jiao, Jie Sha, Jixin Ma, Anton Umek, Anton Kos

Int. J. Distributed Sens. Networks, 2018

Golf swing classification with multiple deep convolutional neural networks.

Libin Jiao, Rongfang Bie, Hao Wu, Yu Wei, Jixin Ma, Anton Umek, Anton Kos

Int. J. Distributed Sens. Networks, 2018

Application for Impact Position Evaluation in Tennis Using UWB Localization.

Anton Umek, Saso Tomazic, Anton Kos

Proceedings of the 2018 International Conference on Identification, 2018

Sensor System for Precision Shooting Evaluation and Real-time Biofeedback.

Anton Kos, Anton Umek, Stefan Markovic, Milivoj Dopsaj

Proceedings of the 2018 International Conference on Identification, 2018

2017

Suitability of Strain Gage Sensors for Integration into Smart Sport Equipment: A Golf Club Example.

Anton Umek, Yuan Zhang, Saso Tomazic, Anton Kos

Sensors, 2017

Strain Gage Sensor Based Golfer Identification Using Machine Learning Algorithms.

Zhichao Zhang, Yuan Zhang, Anton Kos, Anton Umek

Proceedings of the 2017 International Conference on Identification, 2017

Hierarchical Feature Reduction with Max Relevance and Low Dimensional Embedding Strategy and Its Application in Activity Recognition with Multi-sensors.

Yu Wei, Libin Jiao, Rashid Mehmood, Hua Liu, Anton Umek, Anton Kos

Proceedings of the 2017 International Conference on Identification, 2017

Wearable sensors and smart equipment for feedback in watersports.

Anton Umek, Anton Kos

Proceedings of the 2017 International Conference on Identification, 2017

The role of science and technology in sport.

Anton Kos, Yu Wei, Saso Tomazic, Anton Umek

Proceedings of the 2017 International Conference on Identification, 2017

Multi-sensor Golf Swing Classification Using Deep CNN.

Libin Jiao, Hao Wu, Rongfang Bie, Anton Umek, Anton Kos

Proceedings of the 2017 International Conference on Identification, 2017

2016

Evaluation of Smartphone Inertial Sensor Performance for Cross-Platform Mobile Applications.

Anton Kos, Saso Tomazic, Anton Umek

Sensors, 2016

Suitability of Smartphone Inertial Sensors for Real-Time Biofeedback Applications.

Anton Kos, Saso Tomazic, Anton Umek

Sensors, 2016

Validation of smartphone gyroscopes for mobile biofeedback applications.

Anton Umek, Anton Kos

Pers. Ubiquitous Comput., 2016

SmartSKI: Application of Sensors Integrated into Sport Equipment.

Anton Umek, Anton Kos, Saso Tomazic

Proceedings of the International Conference on Identification, 2016

Correctness of the Chord Protocol.

Bojan Marinkovic, Zoran Ognjanovic, Paola Glavan, Anton Umek

Proceedings of the International Conference on Identification, 2016

Identification and Selection of Sensors Suitable for Integration into Sport Equipment: Smart Golf Club.

Anton Kos, Anton Umek, Saso Tomazic

Proceedings of the International Conference on Identification, 2016

2015

Wearable training system with real-time biofeedback and gesture user interface.

Anton Umek, Saso Tomazic, Anton Kos

Pers. Ubiquitous Comput., 2015

Validation of Smartphone Gyroscopes for Angular Tracking in Biofeedback Applications.

Anton Umek, Anton Kos, Saso Tomazic

Proceedings of the International Conference on Identification, 2015

Comparison of Smartphone Sensors Performance Using Participatory Sensing and Cloud Application.

Anton Kos, Anton Umek, Saso Tomazic

Proceedings of the International Conference on Identification, 2015

Biofeedback in sport: Challenges in real-time motion tracking and processing.

Anton Kos, Anton Umek, Saso Tomazic

Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014

Autonomous Wearable Personal Training System with Real-Time Biofeedback and Gesture User Interface.

Anton Umek, Saso Tomazic, Anton Kos

Proceedings of the International Conference on Identification, 2014

2008

Multiple Access Techniques.

Mitja Stular, Saso Tomazic, Anton Umek

Encyclopedia of Wireless and Mobile Communications, 2008

1992

A simple formula for calculation of power loss in digital transmission lines.

Saso Tomazic, Anton Umek

IEEE Trans. Commun., 1992