Head of INSO
- Thomas Grechenig
Operative Head
- Dominik Hoelbling
Core Team
- Benedikt Mitter
- Dea Cizmic
- Fabian Guschlbauer
Welcome to SEAT
SEAT is a research team focusing on state-of-the-art systems for sports:
- Smart Safety Equipment
- Sports Diagnostic and Analysis Systems
- Data Broadcasting
- Training Performance Indication and Improvement Prediction
Mission Statement
We want to develop and improve technical system with contributions to sports, from rehabilitation to professional performance.
Supervision Offer
We are offering supervision for all projects within our scope, including seminar, internship, bachelor thesis, and master thesis projects. You are encouraged to either choose a project from our “current research topics page” or propose an own idea.
Team
Current Research Topics
Fight Analyser
Based on a 4-camera video review system with 3D segmental detection software, fight actions in boxing should be analyzed and categorized (e.g. Punch to the head).
This project includes:
- Image analysis
- Pattern analysis
- Machine learning
- Data collection
- Data visualization
Master Thesis or Dissertation
JudgED Intervention
A novel serious game for training of Combat Sports referees should be evaluated in the field using an in-game and real live pre- and posttest setting, with a training intervention between the tests. For the field test, Sportdata logfiles must be analysed and compared to the in-game test.
This project includes:
- Log-file analysis
- Data collection
- Statistical Analysis
Bachelor Thesis or Master Thesis
Serious Game with Smart Boxing Glove (RDα)
A serious game, using smart boxing gloves (RDα) should be developed.
This project includes:
- App development
- Data analysis
- Opt. Machine Learning
- (RDα) integration
Bachelor Thesis or Master Thesis
Performance & Health Diagnostics
An integrative application designed to store and evaluate individual performance & health data, following an evidence-based workflow for diagnostic tasks.
This project includes:
- App development
- Statistical analysis
- Data visualization
Master Thesis
Publications
- Baranyi, R., Kaim, S., Aigner, C., Hoelbling, D., Grechenig, T. (2023). WristReha - Using Serious Game Tech for a Low Cost Yet Efficient Wrist Rehabilitation Process, JCSG.
- Duvelek, S., Hoelbling, D., Baranyi, R., Breiteneder, R., Pinter, K., Grechenig, T. (2023). 2Trax3: Raising accessibility and everyday use of automatic motion analysis in (combat) sports via ML enhanced 2D to 3D estimation algorithms. In Proceedings of the 11th International Conference on Sport Sciences Research and Technology Support - icSPORTS.
- Baranyi, R., Rast, L., Pinter, K., Hoelbling, D., Aigner C., and Grechenig T. (2023) FruitGrind: Analysis, Design and Development of a Serious Game Supporting Knee Rehabilitation Using a Smartphone Attached to a Balance Board " IEEE 10th International Conference on Serious Games and Applications for Health.
- Hoelbling, D., Salmhofer, A., Gencoglu, C., Baranyi, R., Pinter, K., Özbay, S., Ulupinar, S., Ozkara, A., B., Grechenig, T. (2023). JudgED: Comparison between Kickboxing Referee Performance at a Novel Serious Game for Judging Improvement and at World Championships. Applied Sciences, 13(16). https://doi.org/10.3390/app13179549
- Galli, J., Baranyi, R., Hoelbling, D., Pinter, K., Aigner, C., Hörner, W., & Grechenig, T. (2023). Prevention and Rehabilitation Gaming Support for Ankle Injuries Usable by Semi-Professional Athletes Using Commercial Off-The-Shelf Sensors. Applied Sciences, 13(16), 9193. https://doi.org/10.3390/app13169193
- Cizmic, D., Hoelbling, D., Baranyi, R., Breiteneder, R., & Grechenig, T. (2023). Smart Boxing Glove “RD α”: IMU Combined with Force Sensor for Highly Accurate Technique and Target Recognition Using Machine Learning. Applied Sciences, 13(16), 9073. MDPI AG. Retrieved from http://dx.doi.org/10.3390/app13169073
- Rast, L., Baranyi, R., Pinter, K., Hölbling, D., Aigner, C., Grechenig T. (2023). Standard Mobile Phones Plus a Balance Board Are Sufficient: Designing a Serious Game for Better Knee Rehabilitation. DHealth 2023. Proceedings of Studies in Health Technology and Informatics: Volume 301: dHealth 2023. pages 18-19. DOI: 10.3233/SHTI230005
- Hu, C. W., Nguyen, C. T., Hölbling, D., Pang, T. Y., Baca, A., & Dabnichki, P. (2023). A novel 3D printed personalised insole for improvement of flat foot arch compression and recoil–preliminary study. Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, 237(2), 329-342. https://doi.org/10.1177/14644207221112362
- Salmhofer, A., Gutica-Florescu, L., Hoelbling, D., Breiteneder, R., Baranyi, R., and Grechenig, T. (2022). Development of a Serious Game to Improve Decision-making Skills of Martial Arts Referees. In Proceedings of the 10th International Conference on Sport Sciences Research and Technology Support - icSPORTS; pages 29-40. DOI: 10.5220/0011382800003321
- Hoelbling, D., Grafinger, M., Smiech, M., M., Cizmic, D., Baca, A., & Dabnichki, P. (2021). Acute Response on general and sport specific Hip Joint Flexibility to Training with Novel Sport Device. Sports Biomechanics. doi:10.1080/14763141.2021.1922742
- Hoelbling, D., Smiech, M. M., Cizmic, D., Baca, A., & Dabnichki, P. (2021). Exploration of martial arts kick initiation actions and telegraphs. International Journal of Performance Analysis in Sport, 21(4), 507-518. https://doi.org/10.1080/24748668.2021.1920314
