Anton Umek

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 33

Top Topics

Convolutional Neural Network

Feature Reduction

Top Venues

Pers. Ubiquitous Comput.

Int. J. Distributed Sens. Networks

Publications

Libin Jiao, Wenchao Gao, Rongfang Bie, Anton Umek, Anton Kos
Golf Guided Grad-CAM: attention visualization within golf swings via guided gradient-based class activation mapping. Multim. Tools Appl. 83 (13) (2024)
Anton Kos, Saso Tomazic, Anton Umek
Affordable Wearable Devices with Low-Latency Wireless Communication. AFRICON (2023)
Matevz Hribernik, Saso Tomazic, Anton Umek, Anton Kos
Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database. J. Big Data 10 (1) (2023)
Yao Guo, Junyang Song, Yu Guo, Rongfang Bie, Libin Jiao, Anton Umek, Anton Kos
RtSNN: Building a Real-time Siamese Neural Networks Model for Few-shot Action Recognition. BigCom (2022)
Anton Umek, Anton Kos
Validation of UWB positioning systems for player tracking in tennis. Pers. Ubiquitous Comput. 26 (4) (2022)
Matevz Hribernik, Anton Umek, Saso Tomazic, Anton Kos
Review of Real-Time Biomechanical Feedback Systems in Sport and Rehabilitation. Sensors 22 (8) (2022)
Matevz Pustisek, Yu Wei, Yunchuan Sun, Anton Umek, Anton Kos
The role of technology for accelerated motor learning in sport. Pers. Ubiquitous Comput. 25 (6) (2021)
Yingshu Li, Mihaela Cardei, Chaokun Wang, Anton Umek
Guest Editorial Introduction to the Special Section on Artificial Intelligence For Social Networks. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Stefan Markovic, Anton Kos, Vesna Vukovic, Milivoj Dopsaj, Nenad Koropanovski, Anton Umek
Use of IMU in Differential Analysis of the Reverse Punch Temporal Structure in Relation to the Achieved Maximal Hand Velocity. Sensors 21 (12) (2021)
Junqi Guo, Lan Yang, Anton Umek, Rongfang Bie, Saso Tomazic, Anton Kos
A Random Forest-Based Accuracy Prediction Model for Augmented Biofeedback in a Precision Shooting Training System. Sensors 20 (16) (2020)
Bojan Marinkovic, Zoran Ognjanovic, Paola Glavan, Anton Kos, Anton Umek
Correctness of the Chord protocol. Comput. Sci. Inf. Syst. 17 (1) (2020)
Anton Kos, Veljko Milutinovic, Anton Umek
Challenges in wireless communication for connected sensors and wearable devices used in sport biofeedback applications. Future Gener. Comput. Syst. 92 (2019)
Anton Kos, Anton Umek
Wearable Sensor Devices for Prevention and Rehabilitation in Healthcare: Swimming Exercise With Real-Time Therapist Feedback. IEEE Internet Things J. 6 (2) (2019)
Matevz Pustisek, Anton Umek, Andrej Kos
Approaching the Communication Constraints of Ethereum-Based Decentralized Applications. Sensors 19 (11) (2019)
Libin Jiao, Rongfang Bie, Hao Wu, Yu Wei, Jixin Ma, Anton Umek, Anton Kos
Golf swing classification with multiple deep convolutional neural networks. Int. J. Distributed Sens. Networks 14 (10) (2018)
Libin Jiao, Hao Wu, Rongfang Bie, Anton Umek, Anton Kos
Towards Real-Time Multi-Sensor Golf Swing Classification Using Deep CNNs. J. Database Manag. 29 (3) (2018)
Anton Umek, Saso Tomazic, Anton Kos
Application for Impact Position Evaluation in Tennis Using UWB Localization. IIKI (2018)
Yu Wei, Libin Jiao, Jie Sha, Jixin Ma, Anton Umek, Anton Kos
Sensor selection scheme in activity recognition based on hierarchical feature reduction. Int. J. Distributed Sens. Networks 14 (8) (2018)
Anton Kos, Anton Umek, Stefan Markovic, Milivoj Dopsaj
Sensor System for Precision Shooting Evaluation and Real-time Biofeedback. IIKI (2018)
Anton Kos, Anton Umek
Smart sport equipment: SmartSki prototype for biofeedback applications in skiing. Pers. Ubiquitous Comput. 22 (3) (2018)
Anton Kos, Yu Wei, Saso Tomazic, Anton Umek
The role of science and technology in sport. IIKI (2017)
Anton Umek, Yuan Zhang, Saso Tomazic, Anton Kos
Suitability of Strain Gage Sensors for Integration into Smart Sport Equipment: A Golf Club Example. Sensors 17 (4) (2017)
Bojan Marinkovic, Zoran Ognjanovic, Paola Glavan, Anton Kos, Anton Umek
Correctness of the Chord Protocol. CoRR (2017)
Libin Jiao, Hao Wu, Rongfang Bie, Anton Umek, Anton Kos
Multi-sensor Golf Swing Classification Using Deep CNN. IIKI (2017)
Anton Umek, Anton Kos
Wearable sensors and smart equipment for feedback in watersports. IIKI (2017)
Yu Wei, Libin Jiao, Rashid Mehmood, Hua Liu, Anton Umek, Anton Kos
Hierarchical Feature Reduction with Max Relevance and Low Dimensional Embedding Strategy and Its Application in Activity Recognition with Multi-sensors. IIKI (2017)
Zhichao Zhang, Yuan Zhang, Anton Kos, Anton Umek
Strain Gage Sensor Based Golfer Identification Using Machine Learning Algorithms. IIKI (2017)
Anton Kos, Saso Tomazic, Anton Umek
Evaluation of Smartphone Inertial Sensor Performance for Cross-Platform Mobile Applications. Sensors 16 (4) (2016)
Anton Umek, Anton Kos
Validation of smartphone gyroscopes for mobile biofeedback applications. Pers. Ubiquitous Comput. 20 (5) (2016)
Anton Kos, Saso Tomazic, Anton Umek
Suitability of Smartphone Inertial Sensors for Real-Time Biofeedback Applications. Sensors 16 (3) (2016)
Bojan Marinkovic, Zoran Ognjanovic, Paola Glavan, Anton Umek
Correctness of the Chord Protocol. IIKI (2016)
Anton Umek, Anton Kos, Saso Tomazic
SmartSKI: Application of Sensors Integrated into Sport Equipment. IIKI (2016)
Anton Kos, Anton Umek, Saso Tomazic
Identification and Selection of Sensors Suitable for Integration into Sport Equipment: Smart Golf Club. IIKI (2016)
Anton Umek, Saso Tomazic, Anton Kos
Wearable training system with real-time biofeedback and gesture user interface. Pers. Ubiquitous Comput. 19 (7) (2015)
Anton Kos, Anton Umek, Saso Tomazic
Biofeedback in sport: Challenges in real-time motion tracking and processing. BIBE (2015)
Anton Umek, Anton Kos, Saso Tomazic
Validation of Smartphone Gyroscopes for Angular Tracking in Biofeedback Applications. IIKI (2015)
Anton Kos, Anton Umek, Saso Tomazic
Comparison of Smartphone Sensors Performance Using Participatory Sensing and Cloud Application. IIKI (2015)
Anton Umek, Saso Tomazic, Anton Kos
Autonomous Wearable Personal Training System with Real-Time Biofeedback and Gesture User Interface. IIKI (2014)
Saso Tomazic, Anton Umek
A simple formula for calculation of power loss in digital transmission lines. IEEE Trans. Commun. 40 (3) (1992)