Prof. Dr. Björn Eskofier

Scopus Author ID: 26428080900


Project lead
1 of 3

Autonomous Cranes
Third party funded individual grant
(01/07/2017 - 30/06/2020)

Performance Analysis in Team Sports
Third party funded individual grant
(01/06/2017)

Information management system for automated quality assessment in radiotherapy
Third party funded individual grant
(15/08/2016 - 14/08/2018)

Digital Vision Trainer
Third party funded individual grant
(01/08/2016 - 31/07/2018)

MotionLab@Home: Multimodal movement analysis system for therapy monitoring
Third Party Funds Group - Sub project
(01/10/2015 - 31/12/2016)



Project member

Capital4Health
Third Party Funds Group - Overall project
(01/02/2015 - 31/01/2018)

EFI Moves: Individualized Diagnosis and Treatment in motion
FAU own research funding: EFI / ETI / EAM / SAOT
(01/01/2014 - 31/12/2016)


Other Research Activities

Speech / Talk
Wearable Computing Systems and Machine Learning for Sports Science Research


Publications (Download BibTeX)
1 of 8

Journal article
Kautz T, Groh B, Hannink J, et al. (2017)
Activity recognition in beach volleyball using a Deep Convolutional Neural Network
Data Mining and Knowledge Discovery

Article in Edited Volumes
Wanner P, Schmautz T, Kluge F, et al. - Ed.: Schwirtz, A., Mess, et al. (2017)
Sportler mit Sprunggelenksinstabilität weisen im Vergleich zu Copern keine Veränderungen der Sprunggelenkskinematik beim Laufen auf
Innovation & Technologie im Sport. Abstractband des 23. dvs-Hochschultags vom 13. bis 15. September 2017 in München

Conference contribution
Gelse K, Knorz S, Kluge F, et al. (2017)
„Natural Running“: Biomechanischer Vergleich von Vorfuß- oder Rückfußlauf
Sports Orthopaedics and Traumatology

Journal article
Kautz T, Eskofier B, Pasluosta CF (2017)
Generic performance measure for multiclass-classifiers
Pattern Recognition

Journal article
Knorz S, Kluge F, Gelse K, et al. (2017)
Three-Dimensional Biomechanical Analysis of Rearfoot and Forefoot Running
Orthopaedic Journal of Sports Medicine

Article in Edited Volumes
Leutheuser H, Lang N, Gradl-Trautvetter S, et al. - Ed.: Stefan Schneegass, Oliver Amft (2017)
Textile Integrated Wearable Technologies for Sports and Medical Applications
Smart Textiles - Human–Computer Interaction Series

Journal article
Hannink J, Kautz T, Pasluosta CF, et al. (2017)
Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks.
IEEE Journal of Biomedical and Health Informatics

Journal article
Hannink J, Kautz T, Pasluosta CF, et al. (2017)
Mobile Stride Length Estimation with Deep Convolutional Neural Networks.
IEEE Journal of Biomedical and Health Informatics

Journal article
Leutheuser H, Heyde C, Röcker K, et al. (2017)
Reference-Free Adjustment of Respiratory Inductance Plethysmography for Measurements during Physical Exercise
IEEE Transactions on Biomedical Engineering

Journal article
Groh B, Fleckenstein M, Kautz T, et al. (2017)
Classification and visualization of skateboard tricks using wearable sensors
Pervasive and Mobile Computing

Article in Edited Volumes
Hannink J, Kluge F, Gaßner H, et al. (2017)
Quantifying postural instability in Parkinsonian gait from inertial sensor data during standardised clinical gait tests
2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN)

Conference contribution
Hannink J, Gaßner H, Winkler J, et al. (2017)
Inertial sensor-based estimation of peak accelerations during heel-strike and loading as markers of impaired gait patterns in PD patients
10. Deutscher Kongress für Parkinson und andere Bewegungsstörungen

Journal article
Christian J, Kluge F, Eskofier B, et al. (2017)
Comparison of different marker sets for marker trajectory and principal component analysis based classification of simulated gait impairments
Journal of Biomedical Engineering and Informatics

Journal article
Ring M, Lohmueller C, Rauh M, et al. (2017)
Salivary Markers for Quantitative Dehydration Estimation During Physical Exercise
IEEE Journal of Biomedical and Health Informatics

Journal article
Kluge F, Krinner S, Lochmann M, et al. (2017)
Speed dependent effects of laterally wedged insoles on gait biomechanics in healthy subjects
Gait & Posture

Conference contribution
Martindale C, Strauss M, Gaßner H, et al. (2017)
Segmentation of gait sequences using inertial sensor data in hereditary spastic paraplegia
Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE

Article in Edited Volumes
Steib S, Klamroth S, Gaßner H, et al. - Ed.: Schwirtz, A., Mess, et al. (2017)
Laufbandtraining mit Perturbation verbessert Gang- und Gleichgewichtskontrolle bein Parkinsonpatienten: Eine randomisiert-kontrollierte Pilotstudie
Innovation & Technologie im Sport. Abstractband des 23. dvs-Hochschultags vom 13. bis 15. September 2017 in München

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