Benjamin H. Groh

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Bjoern M. EskofierMachine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-NürnbergVerified email at fau.de
Thomas KautzMachine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-NürnbergVerified email at fau.de
Peter BlankMachine Learning and Data Analytics Lab, Friedrich-Alexander University of Erlangen-NürnbergVerified email at fau.de
Christine F. MartindaleFriedrich-Alexander University Erlangen-NürnbergVerified email at fau.de
Ulf JensenResearcher at the Pattern Recognition Lab, University of ErlangenVerified email at informatik.uni-erlangen.de
Eva DorschkyFriedrich-Alexander University Erlangen-NuernbergVerified email at fau.de
Julius HanninkFriedrich-Alexander University Erlangen-Nürnberg (FAU)Verified email at fau.de
Dominik SchuldhausDigital Sports Group, University of Erlangen-Nürnberg (FAU)Verified email at fau.de
Markus WirthMachine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)Verified email at fau.de
Heike LeutheuserHead of the Digital Health - Biosignals Group, Machine Learning and Data Analytics Lab, FAUVerified email at fau.de
Elli AngelopoulouHead of Computer Vision Group, Research Professor of Computer Science, University of ErlangenVerified email at i5.cs.fau.de
Markus N. StreicherST-Sportservice, previous: Max Planck Institute for Human Cognitive and Brain SciencesVerified email at st-sportservice.com
Hermann SchwamederProfessor, University of SalzburgVerified email at sbg.ac.at
Robert RicherMachine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-NürnbergVerified email at fau.de
Jochen KluckenUniversity of Luxembourg, Luxembourg Institute of Health, Centre Hospitalier du LuxembourgVerified email at uni.lu
Martin UllrichMachine Learning and Data Analytics Lab, Friedrich-Alexander-Universität ErlangenVerified email at fau.de

Benjamin H. Groh

Machine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg

Verified email at fau.de - Homepage

Machine Learning Wearable Computing Sports Analytics Data Fusion Localization


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Activity recognition in beach volleyball using a Deep Convolutional Neural Network: Leveraging the potential of Deep Learning in sports T Kautz, BH Groh, J Hannink, U Jensen, H Strubberg, BM Eskofier Data Mining and Knowledge Discovery 31, 1678-1705, 2017	170	2017
Blood glucose level prediction based on support vector regression using mobile platforms MP Reymann, E Dorschky, BH Groh, C Martindale, P Blank, BM Eskofier 2016 38th Annual International Conference of the IEEE Engineering in …, 2016	41	2016
IMU-based Trick Classification in Skateboarding BH Groh, T Kautz, D Schuldhaus, BM Eskofier ACM SIGKDD Workshop on Large-Scale Sports Analytics, 2015	38	2015
Ball speed and spin estimation in table tennis using a racket-mounted inertial sensor P Blank, BH Groh, BM Eskofier Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2-9, 2017	37	2017
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	33	2017
Wearable real-time ecg monitoring with emergency alert system for scuba diving T Cibis, BH Groh, H Gatermann, H Leutheuser, BM Eskofier 37th Annual International Conference of the IEEE Engineering in Medicine and …, 2015	23	2015
Advanced real-time indoor parking localization based on semi-static objects BH Groh, M Friedl, AG Linarth, E Angelopoulou 17th International Conference on Information Fusion (FUSION), 1-7, 2014	23	2014
Wearable trick classification in freestyle snowboarding BH Groh, M Fleckenstein, BM Eskofier 2016 IEEE 13th International conference on wearable and implantable body …, 2016	22	2016
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	21	2017
Sensor fusion for multi-player activity recognition in game sports T Kautz, BH Groh, BM Eskofier ACM SIGKDD Workshop on Large-Scale Sports Analytics, 2015	18	2015
Movement prediction in rowing using a Dynamic Time Warping based stroke detection BH Groh, SJ Reinfelder, MN Streicher, A Taraben, BM Eskofier 9th International Conference on Intelligent Sensors, Sensor Networks and …, 2014	15	2014
Blind path obstacle detector using smartphone camera and line laser emitter R Saffoury, P Blank, J Sessner, BH Groh, CF Martindale, E Dorschky, ... 2016 1st international conference on technology and innovation in sports …, 2016	14	2016
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	14	2016
Unobtrusive and wearable landing momentum estimation in Ski jumping with inertial-magnetic sensors BH Groh, J Fritz, M Deininger, H Schwameder, BM Eskofier 2018 IEEE 15th International Conference on Wearable and Implantable Body …, 2018	12	2018
Unobtrusive real-time heart rate variability analysis for the detection of orthostatic dysregulation R Richer, BH Groh, P Blank, E Dorschky, C Martindale, J Klucken, ... 2016 IEEE 13th International Conference on Wearable and Implantable Body …, 2016	11	2016
IMU-based pose determination of scuba divers' bodies and shanks BH Groh, T Cibis, RO Schill, BM Eskofier 12th International Conference on Wearable and Implantable Body Sensor …, 2015	11	2015
Kinematic parameter evaluation for the purpose of a wearable running shoe recommendation M Zrenner, M Ullrich, P Zobel, U Jensen, F Laser, BH Groh, B Duemler, ... 2018 IEEE 15th International Conference on Wearable and Implantable Body …, 2018	10	2018
Simplified orientation determination in ski jumping using inertial sensor data BH Groh, N Weeger, F Warschun, BM Eskofier DGON Inertial Sensors and Systems Symposium (ISS), 1-11, 2014	6	2014
IMU-based trick classification in skateboarding, KDD work BH Groh, T Kautz, D Schuldhaus Large-Scale Sport. Anal, 2015	5	2015
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	4	2016

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