Benjamin Groh
Dipl.-Ing. Benjamin Groh
Alumnus
91052 Erlangen
Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik
91052 Erlangen
| April – September 2017 | Research exchange at the Instituto Universitario de Automática e Informática Industrial at the Universitat Politècnica de València, Spain |
| since 2013 |
Phd student of the Machine Learning and Data Analytics Lab (formerly: Digital Sports Group) at the FAU Erlangen-Nürnberg, Germany |
| 2012 | Diploma (Dipl.-Ing.) in Mechatronics, FAU Erlangen-Nürnberg, Germany Diploma Thesis: “Localization in Parking Infrastructure” in cooperation with BMW Munich, Forschung & Technik GmbH, Germany |
| 2010 / 2011 | Studies abroad with the ERASMUS Program at Universitat Politècnica de València, Spain Project Thesis: “Analysing of Advanced Sensors and Development of a User Interface with Additional Filter Options” |
| 2005 – 2012 |
Engineering studies in mechatronics at FAU Erlangen-Nürnberg,, Germany |
| 2005 | Abitur (University Entrance Qualification), Schiller-Gymnasium Hof, Germany |
2019
- Groh B., Eskofier B., Schottenhamml J., Drory A.:
Unobtrusive Estimation of In-Stroke Boat Rotation in Rowing Using Wearable Sensors
12th International Symposium on Computer Science in Sport (IACSS) (Moscow, Russia, 8. July 2019 - 10. July 2019)
In: Springer (ed.): Proceedings of the 12th International Symposium on Computer Science in Sport (IACSS 2019) 2019
DOI: 10.1007/978-3-030-35048-2_14
BibTeX: Download
2018
- Groh B., Fritz J., Deininger M., Schwameder H., Eskofier B.:
Unobtrusive and Wearable Landing Momentum Estimation in Ski Jumping with Inertial-Magnetic Sensors
IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Las Vegas, USA, 4. March 2018 - 7. March 2018)
In: IEEE (ed.): Proceedings of the 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
DOI: 10.1109/bsn.2018.8329669
URL: https://www.mad.tf.fau.de/files/2018/03/2018-Groh-BSN-UAW.pdf
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
- Blank P., Groh B., Eskofier B.:
Ball Speed and Spin Estimation in Table Tennis Using a Racket-mounted Inertial Sensor
ACM International Symposium on Wearable Computers (Maui, Hawaii, USA, 11. September 2017 - 15. September 2017)
In: Proceedings of the 2017 ACM International Symposium on Wearable Computers 2017
DOI: 10.1145/3123021.3123040
BibTeX: Download - Drory A., Groh B., Eskofier B.:
Supervised Learning Approach to Markerless Acquisition of Rower Kinematics
26th Congress of the International Society of Biomechanics (ISB) (Brisbane, Australia, 23. July 2017 - 27. July 2017)
In: Proceedings of the 26th Congress of the International Society of Biomechanics (ISB) 2017
BibTeX: Download - Groh B., Fleckenstein M., Kautz T., Eskofier B.:
Classification and visualization of skateboard tricks using wearable sensors
In: Pervasive and Mobile Computing 40 (2017), p. 42-55
ISSN: 1574-1192
DOI: 10.1016/j.pmcj.2017.05.007
URL: https://authors.elsevier.com/a/1VDaj5bwSmo0qn
BibTeX: Download - Groh B., Warschun F., Deininger M., Kautz T., Martindale C., Eskofier B.:
Automated Ski Velocity and Jump Length Determination in Ski Jumping Based on Unobtrusive and Wearable Sensors
In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 1 (2017), Article No.: 53
ISSN: 2474-9567
DOI: 10.1145/3130918
URL: https://www.mad.tf.fau.de/files/2017/10/2017-Groh-IMWUT-ASV.pdf
BibTeX: Download - Kautz T., Groh B., Hannink J., Jensen U., Strubberg H., Eskofier B.:
Activity recognition in beach volleyball using a Deep Convolutional Neural Network
In: Data Mining and Knowledge Discovery 31 (2017), p. 1678–1705
ISSN: 1573-756X
DOI: 10.1007/s10618-017-0495-0
BibTeX: Download
2016
- 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 - Groh B., Fleckenstein M., Eskofier B., Groh B., Fleckenstein M., Eskofier B.:
Wearable Trick Classification in Freestyle Snowboarding
IEEE EMBS 13th Annual International Body Sensor Networks Conference (San Francisco, CA, USA, 14. June 2016 - 17. June 2016)
In: IEEE EMBS 13th Annual International Body Sensor Networks Conference 2016
DOI: 10.1109/BSN.2016.7516238
URL: https://www.mad.tf.fau.de/files/2017/06/2016-Groh-BSN-WTC.pdf
BibTeX: Download - Kautz T., Groh B., Eskofier B.:
Augmented Motion Models for Constrained Position Tracking with Kalman Filters
19th International Conference on Information Fusion (FUSION 2016) (Heidelberg, Germany, 5. July 2016 - 8. July 2016)
URL: https://www.mad.tf.fau.de/files/2017/06/2016-Kautz-FUSION-AMM.pdf
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
BibTeX: Download
2015
- Cibis T., Groh B., Gatermann H., Leutheuser H., Eskofier B.:
Wearable Real-Time ECG Monitoring with Emergency Alert System for Scuba Diving
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Milan, Italy, 25. August 2015 - 29. August 2015)
In: Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2015
DOI: 10.1109/EMBC.2015.7319777
URL: https://www.mad.tf.fau.de/files/2017/06/2015-Cibis-EMBC-WRE.pdf
BibTeX: Download - Groh B., Cibis T., Schill RO., Eskofier B.:
IMU-based pose determination of scuba divers' bodies and shanks
12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA)
In: Wearable and Implantable Body Sensor Networks (BSN), 2015 IEEE 12th International Conference on 2015
DOI: 10.1109/BSN.2015.7299376
URL: https://www.mad.tf.fau.de/files/2017/06/2015-Groh-BSN-PDS.pdf
BibTeX: Download - Groh B., Kautz T., Schuldhaus D., Eskofier B.:
IMU-based Trick Classification in Skateboarding
Workshop on Large-Scale Sports Analytics (21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining) (Sydney, Australia)
URL: https://www.mad.tf.fau.de/files/2017/06/2015-Groh-KDD_LSSA-ITC.pdf
BibTeX: Download - Kautz T., Groh B., Eskofier B.:
Sensor fusion for multi-player activity recognition in game-sports
Workshop on Large-Scale Sports Analytics (21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining) (Sydney, Australia)
URL: https://www.mad.tf.fau.de/files/2017/06/2015-Kautz-KDD_LSSA-SFM.pdf
BibTeX: Download
2014
- Groh B., Friedl M., Linarth AG., Angelopoulou E.:
Advanced Real-time Indoor Parking Localization based on Semi-Static Objects
17th International Conference on Information Fusion (FUSION 2014) (Salamanca, Spain, 7. July 2014 - 10. July 2014)
In: Proceeding of 17th International Conference on Information Fusion, Salamanca, Spain: 2014
URL: https://www.mad.tf.fau.de/files/2017/06/2014-Groh-FUSION-RIP.pdf
BibTeX: Download - Groh B., Reinfelder S., Streicher M., Taraben A., Eskofier B.:
Movement prediction in rowing using a Dynamic Time Warping based stroke detection
IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2014) (Singapore, 21. April 2014 - 24. April 2014)
In: IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2014) 2014
DOI: 10.1109/ISSNIP.2014.6827684
URL: https://www.mad.tf.fau.de/files/2017/06/2014-Groh-ISSNIP-MPR.pdf
BibTeX: Download - Groh B., Weeger N., Warschun F., Eskofier B.:
Simplified Orientation Determination in Ski Jumping using Inertial Sensor Data
Inertial Sensors and Systems Symposium (ISS) (Karlsruhe)
In: Proceedings on Inertial Sensors and Systems Symposium (ISS) 2014
DOI: 10.1109/InertialSensors.2014.7049482
URL: https://www.mad.tf.fau.de/files/2017/06/2014-Groh-ISS-SOD.pdf
BibTeX: Download
Please visit my project page.
| BT (2013) | Adrian Hauck: “Analysis of a GPS/IMU Sensor System Influenced by an Oscillating Acceleration” |
| BT (2014) | Nicolas Weeger: “Development of a Ski Jumping Analysis and Presentation System Based on a 9-DoF IMU” |
| BT (2014) | Fabian Hofmann: “9D-IMU Calibration and Alignment Correction” |
| BT (2014) | Thomas Zeiser: “3D-Orientation Determination and Visualization of Skateboard Motion” |
| RI (2015) | Richard Koopmann: “Badminton Stroke Detection and Stroke Classification with IMU” |
| BT (2015) |
Philipp Schlieper: “Automatic camera control in sports” |
| BT (2015) | Tobias Cibis: “IMU-based Determination and Analysis of Biomechanical Parameters in Scuba Diving” |
| RI (2016) | Sina Dölfel: “Quaternion based Orientation Calculation for Rowing Stroke Intervals” |
| BT (2016) | Rolf Halmen: “Jump phase determination in ski jumping based on inertial-magnetic measurement units” |
| MT (2016) | Martin Fleckenstein: “IMMU-based Classification in Board Sports Using Orientation Features” (Luise Prell Award, 2017) |
| BT (2017) | Andrea Albrecht: “Estimation of Heading Angle and Weight Distribution in Snowboarding based on Wearable Sensors” |
| BT (2017) | Jasmin Flaschka: “Estimation and Visualization of Skateboard Pressure Distribution” |
| MT (2017) | Christian Wamser: “Sensor-Fusion für IMMU/UWB Positionsbestimmung” |
RI: Research Internship
BT: Bachelor Thesis
MT: Master Thesis