Dominik Schuldhaus
Dipl.-Ing. Dominik Schuldhaus
Alumnus
91052 Erlangen
Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik
91052 Erlangen
- Since 09/2011
PhD student: physical activity assessment in health and sports using wearables - 10/2005 – 07/2011
Studies at FAU, Germany
“Information and Communication Technology” - 12/2010 – 06/2011
Working student at adidas AG, Herzogenaurach, Germany - 06/2010 – 09/2010
Internship at Siemens AG, Healthcare Sector, Forchheim, Germany - 10/2006 – 02/2007
Working student at Siemens AG, Healthcare Sector, Forchheim, Germany - 05/2005 – 07/2005
Vacation worker at Siemens AG, Healthcare Sector, Forchheim, Germany - 09/1995 – 06/2004
Gymnasium Eckental, Eschenau, Germany
2016
- 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 - Schuldhaus D., Jakob C., Zwick C., Koerger H., Eskofier B.:
Your Personal Movie Producer: Generating Highlight Videos in Soccer Using Wearables
International Symposium on Wearable Computers (ISWC '16) (Heidelberg, 12. September 2016 - 16. September 2016)
In: Proceedings of the 2016 ACM International Symposium on Wearable Computers, New York, NY, USA: 2016
DOI: 10.1145/2971763.2971772
BibTeX: Download
2015
- Barth J., Oberndorfer C., Pasluosta CF., Schülein S., Gaßner H., Reinfelder S., Kugler P., Schuldhaus D., Winkler J., Klucken J., Eskofier B.:
Stride Segmentation During Free Walk Movements Using Multi-dimensional Subsequence Dynamic Time Warping on Inertial Sensor Data
In: Sensors 15 (2015), p. 6419-6440
ISSN: 1424-8220
DOI: 10.3390/s150306419
BibTeX: Download - Blank P., Hoßbach J., Schuldhaus D., Eskofier B.:
Sensor-based stroke detection and stroke type classification in table tennis
The 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Osaka, 7. September 2015 - 11. September 2015)
In: Proceedings of the 2015 ACM International Symposium on Wearable Computers 2015
DOI: 10.1145/2802083.2802087
BibTeX: Download - 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 - 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 - 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
BibTeX: Download
2014
- Blank P., Kugler P., Schuldhaus D., Eskofier B.:
A data collection and communication module for telemedicine and mhealth systems
ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering (London, Great Britain, 29. September 2014 - 1. October 2014)
In: Proceedings of the 9th International Conference on Body Area Networks 2014
DOI: 10.4108/icst.bodynets.2014.257018
BibTeX: Download - Leutheuser H., Dölfel S., Schuldhaus D., Reinfelder S., Eskofier B.:
Performance Comparison of Two Step Segmentation Algorithms using Different Step Activities
11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Zürich, Switzerland, 16. June 2014 - 19. June 2014)
In: Wearable and Implantable Body Sensor Networks (BSN), 2014 11th International Conference on 2014
DOI: 10.1109/BSN.2014.37
BibTeX: Download - Richer R., Blank P., Schuldhaus D., Eskofier B.:
Real-Time ECG and EMG Analysis for Biking Using Android-Based Mobile Devices
2014 IEEE 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Zürich, 16. June 2014 - 19. June 2014)
In: 2014 IEEE 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2014
DOI: 10.1109/BSN.2014.20
URL: https://www.mad.tf.fau.de/files/2018/04/2014-Richer-BSN-Bikey.pdf
BibTeX: Download - Schuldhaus D., Leutheuser H., Eskofier B.:
Towards Big Data for Activity Recognition: A Novel Database Fusion Strategy
BODYNETS 2014 (London, 29. September 2014 - 1. October 2014)
In: 9th International Conference on Body Area Networks 2014
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Schuldhaus14-TBD.pdf
BibTeX: Download
2013
- Jakob C., Kugler P., Hebenstreit F., Reinfelder S., Jensen U., Schuldhaus D., Lochmann M., Eskofier B.:
Estimation of the Knee Flexion-Extension Angle During Dynamic Sport Motions Using Body-worn Inertial Sensors
8th International Conference on Body Area Networks (Boston, MA, USA, 30. September 2013 - 2. October 2013)
In: IEEE (ed.): BodyNets 2013 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Jakob13-EOT.pdf
BibTeX: Download - Leutheuser H., Schuldhaus D., Eskofier B.:
Hierarchical, Multi-Sensor Based Classification of Daily Life Activities: Comparison with State-of-the-Art Algorithms Using a Benchmark Dataset
In: Plos One 8.0 (2013), p. e75196
DOI: 10.1371/journal.pone.0075196
BibTeX: Download - Schuldhaus D., Dorn S., Leutheuser H., Tallner A., Klucken J., Eskofier B.:
An Adaptable Inertial Sensor Fusion-Based Approach for Energy Expenditure Estimation.
The 15th International Conference on Biomedical Engineering (ICBME 2013) (University Town, Singapore, 4. December 2013 - 7. December 2013)
In: Goh James (ed.): The 15th International Conference on Biomedical Engineering, Heidelberg: 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Schuldhaus14-AAI.pdf
BibTeX: Download - Schuldhaus D., Leutheuser H., Eskofier B.:
Classification of Daily Life Activities by Decision Level Fusion of Inertial Sensor Data
8th International Conference on Body Area Networks (BODYNETS 2013) (Boston, 30. September 2013 - 2. October 2013)
In: ACM Digital Library (ed.): 8th International Conference on Body Area Networks 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Schuldhaus13-COD.pdf
BibTeX: Download
2012
- Schuldhaus D., Kugler P., Leible M., Jensen U., Schlarb H., Eskofier B.:
Classification of Surfaces and Inclinations During Outdoor Running Using Shoe-Mounted Inertial Sensors
21st International Conference on Pattern Recognition (Tsukuba, 11. November 2012 - 15. November 2012)
In: Proceedings of 21st International Conference on Pattern Recognition 2012
BibTeX: Download - Schuldhaus D., Leutheuser H., Eskofier B.:
Automatic Classification of Sport Exercises for Training Support
9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft (Konstanz, 12. September 2012 - 14. September 2012)
In: Deutsche Vereinigung für Sportwissenschaft (ed.): Sportinformatik 2012 2012
BibTeX: Download
2011
- Holub W., Rohkohl C., Schuldhaus D., Prümmer M., Lauritsch G., Hornegger J.:
4-D motion animation of coronary arteries from rotational angiography
Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling (Lake Buena Vista, FL)
DOI: 10.1117/12.877969
BibTeX: Download - Schuldhaus D., Spiegel M., Redel T., Polyanskaya M., Struffert T., Hornegger J., Dörfler A.:
2D Vessel Segmentation Using Local Adaptive Contrast Enhancement
BILDVERARBEITUNG FÜR DIE MEDIZIN (Luebeck, 22. March 2011)
In: H. Handels, J. Ehrhardt, T. Deserno, H. Meinzer, T. Tolxdorff (ed.): Bildverarbeitung für die Medizin, Berlin: 2011
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2011/Schuldhaus11-2VS.pdf
BibTeX: Download - Schuldhaus D., Spiegel M., Redel T., Polyanskaya M., Struffert T., Hornegger J., Dörfler A.:
Classification-based summation of cerebral digital subtraction angiography series for image post-processing algorithms
In: Physics in Medicine and Biology 56 (2011), p. 1791-1802
ISSN: 0031-9155
DOI: 10.1088/0031-9155/56/6/017
BibTeX: Download