Sports Analytics

2025

• Dorschky E., Nitschke M., Mayer M., Weygers I., Gaßner H., Seel T., Eskofier B., Koelewijn A.:
  Comparing sparse inertial sensor setups for sagittal-plane walking and running reconstructions
  In: Frontiers in Bioengineering and Biotechnology 13 (2025), Article No.: 1507162
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2025.1507162
  BibTeX: Download
• Engel L., Müller J., Rendon EJF., Dorschky E., Krauß D., Ullmann I., Eskofier B., Vossiek M.:
  Advanced Millimeter Wave Radar-Based Human Pose Estimation Enabled by a Deep Learning Neural Network Trained With Optical Motion Capture Ground Truth Data
  In: IEEE Journal of Microwaves (2025), p. 1-15
  ISSN: 2692-8388
  DOI: 10.1109/JMW.2025.3535525
  BibTeX: Download

2024

• Güttes M., Lucio M., Skornia A., Rühl E., Steußloff F., Zott J., Mardin C., Mehringer W., Ganslmayer M., Michelson G., Hohberger B.:
  A case-control study of reaction time deficits in a 3D virtual reality in patients with Post-COVID syndrome
  In: Scientific Reports 14 (2024), Article No.: 27204
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-76827-7
  BibTeX: Download
• Kögel J., Huerta S., Gambietz M., Ullrich M., Heyde C., Dorschky E., Eskofier B.:
  Clustering Runners’ Response to Different Midsole Stack Heights: A Field Study
  In: Sensors 24 (2024), Article No.: 4694
  ISSN: 1424-8220
  DOI: 10.3390/s24144694
  BibTeX: Download
• Lennartz R., Khassetarash A., R. Nigg S., Eskofier B., Nigg BM.:
  Neural network and layer-wise relevance propagation reveal how ice hockey protective equipment restricts players’ motion
  In: PLoS ONE 19 (2024), p. e0312268
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0312268
  BibTeX: Download
• Lennartz R., Stöve M., Talar K., Kumarampulakkal N., Dorschky E., Witte M., Eskofier B.:
  The Influence of Gamification on Motivation and Cardiac Variables in Soccer
  29th Annual Congress of the European College of Sport Science (Glasgow, Scotland, UK, 2. July 2024 - 5. July 2024)
  In: Book of Abstracts of the 29th Annual Congress of the European College of Sport Science 2024
  URL: https://www.ecss.mobi/DATA/CONGRESSES/GLASGOW_2024/DOCUMENTS/2024_BOA_Web.pdf
  BibTeX: Download
• Lüer L., Peters IM., Smith AS., Dorschky E., Eskofier B., Liers-Bergmann F., Franke J., Sjarov M., Brossog M., Guldi DM., Maier A., Brabec C.:
  A digital twin to overcome long-time challenges in photovoltaics
  In: Joule 8 (2024), p. 1-17
  ISSN: 2542-4351
  DOI: 10.1016/j.joule.2023.12.010
  BibTeX: Download
• Müller J., Krauß D., Engel L., Vossiek M., Eskofier B., Dorschky E.:
  End-to-End Learning for Human Pose Estimation from Raw Millimeter Wave Radar Data
  Asilomar Conference on Signals, Systems, and Computers
  BibTeX: Download
• Nitschke M., Dorschky E., Leyendecker S., Eskofier B., Koelewijn A.:
  Estimating 3D kinematics and kinetics from virtual inertial sensor data through musculoskeletal movement simulations
  In: Frontiers in Bioengineering and Biotechnology 12 (2024)
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2024.1285845
  BibTeX: Download
• Seifer AK., Kuderle A., Dorschky E., Moradi H., Hannemann R., Eskofier B.:
  Step Length and Gait Speed Estimation using A Hearing Aid Integrated Accelerometer: A Comparison of Different Algorithms
  In: IEEE Journal of Biomedical and Health Informatics (2024)
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2024.3454824
  BibTeX: Download
• Van Hooren B., Lennartz R., Cox M., Hoitz F., Plasqui G., Meijer K.:
  Differences in running technique between runners with better and poorer running economy and lower and higher milage: An artificial neural network approach
  In: Scandinavian journal of medicine & science in sports 34 (2024)
  ISSN: 0905-7188
  DOI: 10.1111/sms.14605
  BibTeX: Download
• Zürl M., Stoll P., Brehm I., Sueskind J., Raab R., Petermann J., Zanca D., Simon R., von Fersen L., Eskofier B.:
  Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning
  In: Ecological Informatics (2024), p. 102840
  ISSN: 1574-9541
  DOI: 10.1016/j.ecoinf.2024.102840
  BibTeX: Download

2023

• Bachhuber S., Lehmann D., Dorschky E., Koelewijn A., Seel T., Weygers I.:
  Plug-and-Play Sparse Inertial Motion Tracking With Sim-to-Real Transfer
  In: IEEE Sensors Letters 7 (2023), Article No.: 7004904
  ISSN: 2475-1472
  DOI: 10.1109/LSENS.2023.3307122
  BibTeX: Download
• Dorschky E.:
  Optimal Control and Machine Learning in Biomechanics: Hybrid Models for Inertial Sensor-based Gait Analysis and Virtual Footwear Testing (Dissertation, 2023)
  URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/21325
  BibTeX: Download
• Dorschky E., Camomilla V., Davis J., Federolf P., Reenalda J., Koelewijn A.:
  Perspective on “in the wild” movement analysis using machine learning
  In: Human Movement Science 87 (2023), Article No.: 103042
  ISSN: 0167-9457
  DOI: 10.1016/j.humov.2022.103042
  BibTeX: Download
• Lennartz R., Khassetarash A., Spyrou E., Hallihan A., Eskofier B., Nigg B.:
  The Influence of Protective Equipment on Performance in Ice Hockey
  XXIX Conference of the International Society of Biomechanics (ISB) (Fukuoka, 30. July 2023 - 3. August 2023)
  In: ISB Program & Abstract Book 2023
  URL: https://263c08f5a9.clvaw-cdnwnd.com/8878d3cf4a2a08b86932691d02722bb8/200000434-f2bb0f2bb3/ISB_JSB2023 Program - Abstract Book.pdf?ph=263c08f5a9
  BibTeX: Download
• Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
  Author Correction: Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (Scientific Reports, (2023), 13, 1, (13167), 10.1038/s41598-023-40263-w)
  In: Scientific Reports 13 (2023), Article No.: 16307
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-43373-7
  BibTeX: Download
• Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
  Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID
  In: Scientific Reports 13 (2023), p. 13167-
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-40263-w
  BibTeX: Download
• Braun R, Lensch PA, Ludwig N:
  Glacier Movement Prediction with Attention-based Recurrent Neural Networks and Satellite Data
  NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning: Blending New and Existing Knowledge Systems (New Orleans, 10. December 2023 - 16. December 2023)
  BibTeX: Download
• Ringgold V., Mehringer W., Eskofier B., Rohleder N.:
  Stroop, Stress, and VR: Developing the Virtual Reality Stroop Room
  Würtual Reality XR Meeting (Würzburg, 11. April 2023 - 13. April 2023)
  BibTeX: Download
• Seifer AK., Dorschky E., Küderle A., Moradi H., Hannemann R., Eskofier B.:
  EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors
  In: Sensors 23 (2023), Article No.: 6565
  ISSN: 1424-8220
  DOI: 10.3390/s23146565
  URL: https://www.mdpi.com/1424-8220/23/14/6565
  BibTeX: Download

2022

• Küderle A., Roth N., Zlatanovic J., Zrenner M., Eskofier B., Kluge F.:
  The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking
  In: PLoS ONE 17 (2022)
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0269567
  BibTeX: Download
• Link J., Perst T., Stöve M., Eskofier B.:
  Wearable Sensors for Activity Recognition in Ultimate Frisbee Using Convolutional Neural Networks and Transfer Learning
  In: Sensors 22 (2022), p. 2560
  ISSN: 1424-8220
  DOI: 10.3390/s22072560
  BibTeX: Download
• Link J., Schwinn L., Pulsmeyer F., Kautz T., Eskofier B.:
  xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning
  In: Sensors 22 (2022), Article No.: 8474
  ISSN: 1424-8220
  DOI: 10.3390/s22218474
  BibTeX: Download
• Mehringer W., Wirth M., Roth D., Michelson G., Eskofier B.:
  Stereopsis Only: Validation of a Monocular Depth Cues Reduced Gamified Virtual Reality with Reaction Time Measurement
  In: IEEE Transactions on Visualization and Computer Graphics (2022)
  ISSN: 1077-2626
  DOI: 10.1109/TVCG.2022.3150486
  BibTeX: Download
• Nitschke M., Mayer M., Dorschky E., Koelewijn A.:
  How many sensors are enough? Trajectory optimization using sparse inertial sensor sets
  9th World Congress of Biomechanics 2022 Taipei (Taipei, 10. July 2022 - 14. July 2022)
  URL: https://www.youtube.com/watch?v=TznVCgK4DF0
  BibTeX: Download
• Ollenschläger M., Küderle A., Mehringer W., Seifer AK., Winkler J., Gaßner H., Eskofier B., Kluge F.:
  MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data
  In: Sensors 22 (2022)
  ISSN: 1424-8220
  DOI: 10.3390/s22155849
  BibTeX: Download
• Poimann D., Eckhardt H., Cibis T., Wirth M.:
  The extreme environments of elite sports
  In: Tobias Cibis, Carolyn McGregor (ed.): Engineering and Medicine in Extreme Environments, Cham: Springer, 2022
  ISBN: 9783030969219
  DOI: 10.1007/978-3-030-96921-9_13
  BibTeX: Download
• Stöve M., Wirth M., Farlock R., Antunovic A., Müller V., Eskofier B.:
  Eye Tracking-Based Stress Classification of Athletes in Virtual Reality
  In: Proceedings of the ACM on Computer Graphics and Interactive Techniques 5 (2022), p. 1-17
  ISSN: 2577-6193
  DOI: 10.1145/3530796
  BibTeX: Download
• Weber N., Lennartz R., Knitza J., Bayat S., Sadeghi M., Ibrahim A., Karatastan C., Sudhakar A., Ramzezanzadegan N., Kahali S., Mirzayev A., Schuster L., Schett G., Eskofier B., Kleyer A.:
  AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS
  In: Annals of the Rheumatic Diseases 81 (2022), p. 1866.2-1867
  ISSN: 0003-4967
  DOI: 10.1136/annrheumdis-2022-eular.3069
  BibTeX: Download
• Wirth M., Mehringer W., Gradl S., Eskofier B.:
  Extended Realities (XRs): How Immersive Technologies Influence Assessment and Training for Extreme Environments
  In: Tobias Cibis, Dr. Carolyn McGregor AM (ed.): Engineering and Medicine in Extreme Environments, Cham: Springer, 2022, p. 309-335
  ISBN: 978-3-030-96921-9
  DOI: 10.1007/978-3-030-96921-9_14
  URL: https://link.springer.com/chapter/10.1007/978-3-030-96921-9_14
  BibTeX: Download
• Zrenner M., Stöve M., Franklin S., Kumar B., Jensen U., Eskofier B.:
  Data-Driven Optimization of Sensor Placement for Pressure Insoles Using Particle Swarm Optimization
  In: Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference, Springer, Cham, 2022, p. 160-164
  ISBN: 9783030993320
  DOI: 10.1007/978-3-030-99333-7_27
  BibTeX: Download
• Zürl M., Stoll P., Brehm I., Raab R., Zanca D., Kabri S., Happold J., Nille H., Prechtel K., Wünsch S., Krause M., Seegerer S., von Fersen L., Eskofier B.:
  Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning—A Study on Polar Bears
  In: Animals 12 (2022), p. 692
  ISSN: 2076-2615
  DOI: 10.3390/ani12060692
  BibTeX: Download

2021

• Dorschky E., Nitschke M., van den Bogert AJ., Koelewijn A., Eskofier B.:
  Machine Learning from Biomechanical SimulaIons for an "in the Wild" Movement Analysis
  6th International Congress on Complex Systems in Sports (ICCSS) (Mainz, Germany, 15. September 2021 - 17. September 2021)
  BibTeX: Download
• Dörflinger L., Nissen M., Jäger K., Wirth M., Titzmann A., Pontones C., Fasching P., Beckmann M., Gradl S., Eskofier B.:
  Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives
  MuC '21: Mensch und Computer 2021 (Ingolstadt, 5. September 2021 - 8. September 2021)
  In: Mensch und Computer 2021 2021
  DOI: 10.1145/3473856.3473994
  BibTeX: Download
• Link J., Guillaume S., Eskofier B.:
  Experimental validation of real-time ski jumping tracking system based on wearable sensors
  In: Sensors 21 (2021), Article No.: 7780
  ISSN: 1424-8220
  DOI: 10.3390/s21237780
  URL: https://www.mdpi.com/1424-8220/21/23/7780
  BibTeX: Download
• Mehringer W., Wirth M., Risch F., Roth D., Michelson G., Michelson G., Eskofier B.:
  Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
  In: IEEE (ed.): 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2021
  DOI: 10.1109/EMBC46164.2021.9631002
  URL: https://ieeexplore.ieee.org/document/9631002
  BibTeX: Download
• Nitschke M., Dorschky E., Eskofier B., Koelewijn A., van den Bogert AJ.:
  Trajectory Optimization of a 3D Musculoskeletal Model with Inertial Sensors
  XXVIII Congress of the International Society of Biomechanics (ISB) (Online, 25. July 2021 - 29. July 2021)
  URL: https://www.mad.tf.fau.de/files/2021/07/nitschke_isb_2021_abstract.pdf
  BibTeX: Download
• Nitschke M., Luckfiel T., Schlarb H., Dorschky E., Koelewijn A.:
  Prediction of the effect of midsole stiffness and energy return using trajectory optimisation
  15th biennial Footwear Biomechanics Symposium (Online, 21. July 2021 - 23. July 2021)
  In: Footwear Science 2021
  DOI: 10.1080/19424280.2021.1917684
  URL: https://www.mad.tf.fau.de/files/2023/05/FBS_2021_SoftvsEnergy_Submission_AOM_Declaration.pdf
  BibTeX: Download
• Stöve M., Schuldhaus D., Gamp A., Zwick C., Eskofier B.:
  From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning
  In: Sensors 21 (2021), p. 3071
  ISSN: 1424-8220
  DOI: 10.3390/s21093071
  BibTeX: Download
• Wirth M., Gradl S., Prosinger G., Kluge F., Roth D., Eskofier B.:
  The impact of avatar appearance, perspective and context on gait variability and user experience in virtual reality
  28th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 (Virtual, Lisboa, PRT, 27. March 2021 - 3. April 2021)
  In: Proceedings - 2021 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 2021
  DOI: 10.1109/VR50410.2021.00055
  BibTeX: Download
• Wirth M., Kohl S., Gradl S., Farlock R., Roth D., Eskofier B.:
  Assessing visual exploratory activity of athletes in virtual reality using head motion characteristics
  In: Sensors 21 (2021), Article No.: 3728
  ISSN: 1424-8220
  DOI: 10.3390/s21113728
  BibTeX: Download
• Zrenner M., Heyde C., Duemler B., Dykman S., Roecker K., Eskofier B.:
  Retrospective Analysis of Training and Its Response in Marathon Finishers Based on Fitness App Data
  In: Frontiers in Physiology 12 (2021), Article No.: 669884
  ISSN: 1664-042X
  DOI: 10.3389/fphys.2021.669884
  BibTeX: Download

2020

• Dorschky E., Nitschke M., Martindale C., van den Bogert AJ., Koelewijn A., Eskofier B.:
  CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data
  In: Frontiers in Bioengineering and Biotechnology 8 (2020), p. 1-14
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2020.00604
  BibTeX: Download
• Dumbach P., Aly A., Zrenner M., Eskofier B.:
  Exploration of Process Mining Opportunities In Educational Software Engineering - The GitLab Analyser
  13th International Conference on Educational Data Mining (Ifrane, Morocco (Fully Virtual Conference), 10. July 2020 - 13. July 2020)
  In: Anna N. Rafferty, Jacob Whitehill, Cristobal Romero, Violetta Cavalli-Sforza (ed.): Proceedings of the 13th International Conference on Educational Data Mining 2020
  Open Access: https://educationaldatamining.org/files/conferences/EDM2020/papers/paper_239.pdf
  URL: https://educationaldatamining.org/files/conferences/EDM2020/EDM2020Proceedings.pdf
  BibTeX: Download
• Köferl F., Link J., Eskofier B.:
  Application of SORT on Multi-Object Tracking and Segmentation
  Conference on Computer Vision and Pattern Recognition; 5th BMTT MOTChallenge Workshop: Multi-Object Tracking and Segmentation (Seattle, WA, USA (Virtual), 19. June 2020 - 19. June 2020)
  URL: https://motchallenge.net/workshops/bmtt2020/papers/Application_and_Adaptations_of_SORT_on_MOTS20.pdf
  BibTeX: Download
  (Working Paper)
• Mehringer W., Wirth M., Gradl S., Durner L., Ring M., Laudanski AF., Eskofier B., Michelson G.:
  An Image-Based Method for Measuring Strabismus in Virtual Reality
  2020 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (Recife, 9. November 2020 - 13. November 2020)
  In: IEEE (ed.): 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020
  DOI: 10.1109/ISMAR-Adjunct51615.2020.00018
  BibTeX: Download
• Nitschke M., Dorschky E., Heinrich D., Schlarb H., Eskofier B., Koelewijn A., van den Bogert AJ.:
  Efficient trajectory optimization for curved running using a 3D musculoskeletal model with implicit dynamics
  In: Scientific Reports (2020), Article No.: 17655
  ISSN: 2045-2322
  DOI: 10.1038/s41598-020-73856-w
  URL: https://www.nature.com/articles/s41598-020-73856-w
  BibTeX: Download
• Rüthlein M., Köferl F., Mehringer W., Eskofier B.:
  Interactive Segmentation of RGB-D Indoor Scenes using Deep Learning
  International Conference on Machine Learning; 2nd ICML 2020 Workshop on Human in the Loop Learning (Virtual Conference, 18. July 2020 - 18. July 2020)
  BibTeX: Download
  (Conference report)
• Wirth M., Gradl S., Mehringer W., Kulpa R., Rupprecht H., Poimann D., Laudanski AF., Eskofier B.:
  Assessing Personality Traits of Team Athletes in Virtual Reality
  2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VRW 2020 (Atlanta, GA, 22. March 2020 - 26. March 2020)
  In: Proceedings - 2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VRW 2020 2020
  DOI: 10.1109/VRW50115.2020.00024
  BibTeX: Download
• Zrenner M., Küderle A., Roth N., Jensen U., Dümler B., Eskofier B.:
  Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running?
  In: Sensors 20 (2020), Article No.: 5705
  ISSN: 1424-8220
  DOI: 10.3390/s20195705
  BibTeX: Download

2019

• Aubreville M., Stöve M., Oetter N., Goncalves M., Knipfer C., Neumann H., Bohr C., Stelzle F., Maier A.:
  Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images.
  In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 31-42
  ISSN: 1861-6410
  DOI: 10.1007/s11548-018-1836-1
  BibTeX: Download
• Dorschky E., Krüger D., Kurfess N., Schlarb H., Wartzack S., Eskofier B., van den Bogert AJ.:
  Optimal control simulation predicts effects of midsole materials on energy cost of running
  In: Computer Methods in Biomechanics and Biomedical Engineering (2019)
  ISSN: 1025-5842
  DOI: 10.1080/10255842.2019.1601179
  URL: https://www.mad.tf.fau.de/files/2019/08/201904_CMBBE_Dorschky.pdf
  BibTeX: Download
• Dorschky E., Nitschke M., Seifer AK., van den Bogert AJ., Eskofier B.:
  Estimation of Gait Kinematics and Kinetics from Inertial Sensor Data Using Optimal Control of Musculoskeletal Models
  In: Journal of Biomechanics (2019)
  ISSN: 0021-9290
  DOI: 10.1016/j.jbiomech.2019.07.022
  URL: https://www.mad.tf.fau.de/files/2019/08/201908_JBiomech_Dorschky.pdf
  BibTeX: Download
• Feigl T., Roth D., Gradl S., Wirth M., Latoschik ME., Eskofier B., Philippsen M., Mutschler C.:
  Sick Moves! Motion Parameters as Indicators of Simulator Sickness
  In: IEEE Transactions on Visualization and Computer Graphics 25 (2019), p. 3146-3157
  ISSN: 1077-2626
  DOI: 10.1109/TVCG.2019.2932224
  URL: https://ieeexplore.ieee.org/document/8798880
  BibTeX: Download
• Gradl S., Wirth M., Richer R., Rohleder N., Eskofier B.:
  An Overview of the Feasibility of Permanent, Real-Time, Unobtrusive Stress Measurement with Current Wearables
  EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
  DOI: 10.1145/3329189.3329233
  URL: https://www.mad.tf.fau.de/files/2019/05/Gradl-Wirth-2019-PervasiveHealth-StressMeasurementOverview.pdf
  BibTeX: Download
• Kara DD., Ring M., Mehringer W., Eskofier B., Hennig F., Michelson G.:
  Detection of Mild Traumatic Brain Injury by a Virtual Reality System
  Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, CANADA, 28. April 2019 - 2. May 2019)
  In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
  BibTeX: Download
• Klein J., Zrenner M., Dümler B., Eskofier B.:
  Development of Algorithms for Computing Knee Stability Parameters Using a Sensor Equipped Knee Sleeve
  ORTHO – Kongress der Master, Orthopädie 4.0 (Weiden, 26. June 2019 - 26. June 2019)
  BibTeX: Download
• Michelson G., Kutzner B., Mehringer W., Paulus J., Ring M., Eskofier B.:
  Dichoptic Binocular Vision Training Improved Stereo Vision in Top Athletes
  Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, 28. April 2019 - 2. May 2019)
  In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
  BibTeX: Download
• Nitschke M., Dorschky E., Schlarb H., Eskofier B., van den Bogert AJ., Koelewijn A.:
  Turning a corner in predictive musculoskeletal simulations of gait using implicit dynamics
  Dynamic Walking 2019 (Canmore, Alberta, 3. June 2019 - 6. June 2019)
  In: 14th Annual Dynamic Walking Conference 2019 2019
  URL: https://www.mad.tf.fau.de/files/2019/05/Nitschke_Dynamic_Walking.pdf
  BibTeX: Download
• Poguntke R., Wirth M., Gradl S.:
  Same same but different: Exploring the effects of the stroop color word test in virtual reality
  17th IFIP TC13 International Conference on Human-Computer Interaction, INTERACT 2019 (Paphos, 2. September 2019 - 6. September 2019)
  In: David Lamas, Fernando Loizides, Lennart Nacke, Helen Petrie, Marco Winckler, Panayiotis Zaphiris (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
  DOI: 10.1007/978-3-030-29384-0_42
  BibTeX: Download
• Zrenner M., Feldner C., Jensen U., Richer R., Roth N., Eskofier B.:
  Evaluation of foot kinematics during endurance running on different surfaces in real-world environments
  DOI: 10.1007/978-3-030-35048-2_13
  BibTeX: Download

2018

• Gradl S., Wirth M., Zillig T., Eskofier B.:
  Visualization of heart activity in virtual reality: A biofeedback application using wearable sensors
  15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, BSN 2018
  DOI: 10.1109/BSN.2018.8329681
  BibTeX: Download
• Koelewijn A., Dorschky E., van den Bogert AJ.:
  A metabolic energy expenditure model with a continuous first derivative and its application to predictive simulations of gait
  In: Computer Methods in Biomechanics and Biomedical Engineering 21 (2018), p. 521 - 531
  ISSN: 1025-5842
  DOI: 10.1080/10255842.2018.1490954
  BibTeX: Download
• Maier J., Aichert A., Mehringer W., Bier B., Eskofier B., Levenston M., Gold G., Fahrig R., Bonaretti S., Maier A.:
  Feasibility of Motion Compensation using Inertial Measurement in C-arm CT
  2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Sydney, 10. November 2018 - 17. November 2018)
  In: Conference Record of the 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) 2018
  DOI: 10.1109/nssmic.2018.8824463
  BibTeX: Download
• Maurer M., Kautz T., Schlenzig A., Hiemann A., Zrenner M., Eskofier B.:
  Classification of Match Phases in Handball
  12. Symposium der Sektion Sportinformatik und Sporttechnologie der Deutschen Vereinigung für Sportwissenschaft (dvs) (München, 5. September 2018 - 7. September 2018)
  BibTeX: Download
• Maurer M., Zrenner M., Reynolds D., Dümler B., Eskofier B.:
  Sleeve Based Knee Angle Calculation for Rehabilitation
  2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, Nevada, 4. March 2018 - 7. March 2018)
  In: IEEE (ed.): Proceedings of the 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
  DOI: 10.1109/bsn.2018.8329644
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• Nitschke M., Dorschky E., Seifer AK., Schlarb H., van den Bogert AJ., Eskofier B.:
  Optimal Control Simulation of a 2D Biomechanical Model for Sensor-Based Gait Analysis
  Summer School "Humans in Motion" (Heidelberg, 23. September 2018 - 28. September 2018)
  URL: https://www.mad.tf.fau.de/files/2018/10/2018_09_18_Nitschke_HumansInMotion.pdf
  BibTeX: Download
• Stöve M., Aubreville M., Oetter N., Knipfer C., Neumann H., Stelzle F., Maier A.:
  Motion Artifact Detection in Confocal Laser Endomicroscopy Images
  Bildverarbeitung für die Medizin 2018 (Erlangen, Germany, 11. March 2018 - 13. March 2018)
  In: Bildverarbeitung für die Medizin 2018. Informatik aktuell., Berlin, Heidelberg: 2018
  DOI: 10.1007/978-3-662-56537-7_85
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stoeve18-MAD.pdf
  BibTeX: Download
• Stöve M., Eskofier B.:
  Last length estimation in football
  Spinfortec 2018 (Garching b. München, 6. September 2018 - 7. September 2018)
  In: Sportinformatik XII 2018
  BibTeX: Download
• Wirth M., Gradl S., Poimann D., Richer R., Ottmann J., Eskofier B.:
  Exploring the Feasibility of EMG Based Interaction for Assessing Cognitive Capacity in Virtual Reality
  40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 (Honolulu, HI, USA, 18. July 2018 - 21. July 2018)
  In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2018
  DOI: 10.1109/EMBC.2018.8513213
  BibTeX: Download
• Wirth M., Gradl S., Poimann D., Schaefke H., Matlok S., Koerger H., Eskofier B.:
  Assessment of Perceptual-Cognitive Abilities among Athletes in Virtual Environments: Exploring Interaction Concepts for Soccer Players
  ACM SIGCHI Conference on Designing Interactive Systems 2018 (Hong Kong, 9. June 2018 - 13. June 2018)
  In: ACM New York, NY, USA ©2018 (ed.): Proceedings of the 2018 Designing Interactive Systems Conference, New York: 2018
  DOI: 10.1145/3196709.3196780
  URL: https://dl.acm.org/citation.cfm?doid=3196709.3196780
  BibTeX: Download
• Wirth M., Gradl S., Sembdner J., Kuhrt S., Eskofier B.:
  Evaluation of Interaction Techniques for a Virtual Reality Reading Room in Diagnostic Radiology
  31st Annual ACM Symposium on User Interface Software and Technology (UIST) (Berlin, 14. October 2018 - 17. October 2018)
  In: UIST 2018: PROCEEDINGS OF THE 31ST ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY, NEW YORK: 2018
  DOI: 10.1145/3242587.3242636
  BibTeX: Download
• Zrenner M., Gradl S., Jensen U., Ullrich M., Eskofier B.:
  Comparison of Different Algorithms for Calculating Velocity and Stride Length in Running Using Inertial Measurement Units
  In: Sensors 18 (2018), Article No.: 4194
  ISSN: 1424-8220
  DOI: 10.3390/s18124194
  BibTeX: Download
• Zrenner M., Ullrich M., Zobel P., Jensen U., Laser F., Groh B., Dümler B., Eskofier B.:
  Kinematic parameter evaluation for the purpose of a wearable running shoe recommendation
  Body Sensor Networks Conference (BSN) (Las Vegas, 4. March 2018 - 7. March 2018)
  In: IEEE (ed.): Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
  DOI: 10.1109/bsn.2018.8329670
  BibTeX: Download

2017

• Gradl S., Cibis T., Lauber J., Richer R., Rybalko R., Pfeiffer N., Leutheuser H., Wirth M., von Tscharner V., Eskofier B.:
  Wearable Current-Based ECG Monitoring System with Non-Insulated Electrodes for Underwater Application
  In: Applied Sciences 7 (2017), Article No.: 1277
  ISSN: 2076-3417
  DOI: 10.3390/app7121277
  BibTeX: Download

2016

• Dorschky E., Kurfess N., Krüger D., Schlarb H., Eskofier B., van den Bogert AJ.:
  Predicting the Effects of Midsole Materials on Running Using Optimal Control Simulation
  Dynamic Walking 2016 (Holly, Michigan, 4. June 2016 - 7. June 2016)
  BibTeX: Download
• Groh B., Flaschka J., Wirth M., Kautz T., Fleckenstein M., Eskofier B.:
  Wearable Real-Time Skateboard Trick Visualization and Its Community Perception
  In: IEEE Computer Graphics and Applications 36 (2016), p. 12 - 18
  ISSN: 0272-1716
  DOI: 10.1109/MCG.2016.95
  BibTeX: Download
• Martindale C., Wirth M., Schneegas S., Zrenner M., Groh B., Blank P., Schuldhaus D., Kautz T., Eskofier B.:
  Workshop on wearables for sports
  2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Heidelberg, 12. September 2016 - 16. September 2016)
  In: 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing 2016
  DOI: 10.1145/2968219.2968583
  BibTeX: Download
• Reymann M., Dorschky E., Groh B., Martindale C., Blank P., Eskofier B.:
  Blood glucose level prediction based on support vector regression using mobile platforms
  38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Orlando, Florida, USA, 16. August 2016 - 19. August 2016)
  In: 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016
  DOI: 10.1109/EMBC.2016.7591358
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Reymann-EMBC-BGL.pdf
  BibTeX: Download
• Richer R., Groh B., Blank P., Dorschky E., Martindale C., Klucken J., Eskofier B.:
  Unobtrusive Real-time Heart Rate Variability Analysis for the Detection of Orthostatic Dysregulation
  2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (San Francisco, CA, 14. June 2016 - 17. June 2016)
  In: IEEE (ed.): 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2016
  DOI: 10.1109/BSN.2016.7516257
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Richer-BSN-URH.pdf
  BibTeX: Download
• Saffoury R., Blank P., Seßner J., Groh B., Martindale C., Dorschky E., Franke J., Eskofier B.:
  Blind Path Obstacle Detector using Smartphone Camera and Line Laser Emitter
  International Conference on Technology and Innovation in Sports, Health and Wellbeing (TISHW) (Vila Real, Portugal, 1. December 2016 - 3. December 2016)
  DOI: 10.1109/TISHW.2016.7847770
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Saffoury-BPO.pdf
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• Velloso E., Wirth M., Weichel C., Esteves A., Gellersen H.:
  AmbiGaze: Direct Control of Ambient Devices by Gaze
  The 2016 ACM Conference on Designing Interactive Systems (Brisbane, 4. June 2016 - 8. June 2016)
  In: ACM New York (ed.): Proceedings of the 2016 ACM Conference on Designing Interactive Systems, New York: 2016
  DOI: 10.1145/2901790.2901867
  URL: http://dl.acm.org/citation.cfm?doid=2901790.2901867
  BibTeX: Download
• Zhou B., Wirth M., Koerger H., Zwick C., Martindale C., Cruz H., Eskofier B., Lukowicz P.:
  Smart soccer shoe: monitoring foot-ball interaction with shoe integrated textile pressure sensor matrix
  The 20th International Conference on Symposium on Wearable Computers (Heidelberg, 14. September 2016 - 16. September 2016)
  In: The 20th International Conference on Symposium on Wearable Computers 2016
  DOI: 10.1145/2971763.2971784
  BibTeX: Download

2015

• Dorschky E., Schuldhaus D., Koerger H., Eskofier B.:
  A framework for early event detection for wearable systems
  International Symposium on Wearable Computers (Osaka)
  In: Proceedings of the 2015 ACM International Symposium on Wearable Computers 2015
  BibTeX: Download
• Dorschky E., van den Bogert AJ., Schlarb H., Eskofier B.:
  Predictive Musculoskeletal Simulation of Uphill and Downhill Running
  20th Annual Congress of the European College of Sport Science (Malmö - Schweden, 24. June 2015 - 27. June 2015)
  In: Book of Abstracts of the 20th Annual Congress of the European College of Sport Science 2015
  BibTeX: Download
• Schuldhaus D., Zwick C., Koerger H., Dorschky E., Kirk R., Eskofier B.:
  Inertial Sensor-Based Approach for Shot/Pass Classification During a Soccer Match
  KDD Workshop on Large-Scale Sports Analytics 2015 (Sydney, 10. August 2015 - 13. August 2015)
  In: SIGKDD (ed.): 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2015
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• Tantinger D., Zrenner M., Lang N., Leutheuser H., Eskofier B., Weigand C., Struck M.:
  Human Authentication Implemented for Mobile Applications Based on ECG-Data Acquired from Sensorized Garments
  Computing in Cardiology (Nice, France, 6. September 2015 - 9. September 2015)
  In: Computing in Cardiology 2015 2015
  BibTeX: Download
• Velloso E., Oechsner C., Sachmann K., Wirth M., Gellersen H.:
  Arcade+: A Platform for Public Deployment and Evaluation of Multi-Modal Games
  CHI PLAY 2015 (London, 3. October 2015 - 7. October 2015)
  In: ACM New York, NY, USA (ed.): CHI PLAY '15 Proceedings of the 2015 Annual Symposium on Computer-Human Interaction in Play, New York: 2015
  DOI: 10.1145/2793107.2793145
  URL: http://dl.acm.org/citation.cfm?doid=2793107.2793145
  BibTeX: Download