Thomas Kautz
Thomas Kautz
Machine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg
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Jahr
Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment
BM Eskofier, SI Lee, JF Daneault, FN Golabchi, G Ferreira-Carvalho, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
1062016
Sensor-based gait parameter extraction with deep convolutional neural networks
J Hannink, T Kautz, CF Pasluosta, KG Gaßmann, J Klucken, BM Eskofier
IEEE journal of biomedical and health informatics 21 (1), 85-93, 2016
1042016
Activity recognition in beach volleyball using a deep convolutional neural network
T Kautz, BH Groh, J Hannink, U Jensen, H Strubberg, BM Eskofier
Data Mining and Knowledge Discovery 31 (6), 1678-1705, 2017
802017
Mobile stride length estimation with deep convolutional neural networks
J Hannink, T Kautz, CF Pasluosta, J Barth, S Schülein, KG Gaßmann, ...
IEEE journal of biomedical and health informatics 22 (2), 354-362, 2017
662017
Generic performance measure for multiclass-classifiers
T Kautz, BM Eskofier, CF Pasluosta
Pattern Recognition 68, 111-125, 2017
412017
Using wearable sensors for semiology-independent seizure detection-towards ambulatory monitoring of epilepsy
BE Heldberg, T Kautz, H Leutheuser, R Hopfengärtner, BS Kasper, ...
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
302015
IMU-based trick classification in skateboarding
BH Groh, T Kautz, D Schuldhaus, BM Eskofier
KDD workshop on large-scale sports analytics 17, 2015
302015
Classification and visualization of skateboard tricks using wearable sensors
BH Groh, M Fleckenstein, T Kautz, BM Eskofier
Pervasive and Mobile Computing 40, 42-55, 2017
242017
Ball impact localization on table tennis rackets using piezo-electric sensors
P Blank, T Kautz, BM Eskofier
Proceedings of the 2016 ACM International Symposium on Wearable Computers, 72-79, 2016
232016
Automated ski velocity and jump length determination in ski jumping based on unobtrusive and wearable sensors
BH Groh, F Warschun, M Deininger, T Kautz, C Martindale, BM Eskofier
proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2017
132017
Stride length estimation with deep learning
J Hannink, T Kautz, CF Pasluosta, J Barth, S Schülein, KG Gaßmann, ...
arXiv preprint arXiv:1609.03321, 2016
132016
Sensor fusion for multi-player activity recognition in game sports
T Kautz, BH Groh, BM Eskofier
Workshop on Large-Scale Sports Analytics, 21st ACM SIGKDD Conference on …, 2015
122015
A robust Kalman framework with resampling and optimal smoothing
T Kautz, BM Eskofier
sensors 15 (3), 4975-4995, 2015
122015
Wearable real-time skateboard trick visualization and its community perception
BH Groh, J Flaschka, M Wirth, T Kautz, M Fleckenstein, BM Eskofier
IEEE computer graphics and applications 36 (5), 12-18, 2016
72016
Innovation Labs und Aktivitäten der Volkswagen Konzern IT im Zuge der Digitalisierung und Industrie 4.0
L Gehrke, D Hajizadeh, C Kreibich, S Meinzer, S Augustine, JS Geffers
Einführung und Umsetzung von Industrie 4, 231-246, 2016
52016
Acquisition, filtering and analysis of positional and inertial data in sports
T Kautz
22017
Augmented motion models for constrained position tracking with Kalman filters
T Kautz, BH Groh, BM Eskofier
2016 19th International Conference on Information Fusion (FUSION), 849-854, 2016
22016
Neuronal cell spike sorting using signal features extracted by PARAFAC
T Just, T Kautz, M Weis, A Williamson, P Husar
2013 6th International IEEE/EMBS Conference on Neural Engineering (NER), 472-475, 2013
22013
Method for calculating a position of a transponder within an area of interest
T Kautz
US Patent 10,455,537, 2019
12019
Workshop on wearables for sports
CF Martindale, M Wirth, S Schneegass, M Zrenner, BH Groh, P Blank, ...
Proceedings of the 2016 ACM International Joint Conference on Pervasive and …, 2016
12016
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