CV
since 2014 | Head of Group | Institut für Neuroinformatik, Ruhr-Universität Bochum |
2012 — 2014 | Research Member | |
2010 — 2012 | Student Assistent | |
2007 — 2012 | Studiengang Angewandte Informatik, M.Sc. | Ruhr-Universität Bochum |
1997 — 2007 | Gymnasium | Städt. Gymnasium Herten |
Study projects
- Master-Thesis: Evaluation von Monocular Inverse Depth SLAM zur Stützung von Fahrzeugodometrie (2012)
- Master-Studienprojekt: Video-basierte Freiraumerkennung für Parkplatzleitsysteme
- Bachelor-Thesis: Effiziente Berechnung von 3D-Flußvektoren (Scene Flow) (2010)
- Bachelor-Studienprojekt: Echtzeitfähige Bildverarbeitung für Computer-gestützte Sportanalyse
Scope of work
- Computervision in the field of driver assistant systems (fish-eye-cameras, motion estimation in camera images)
- Video-based Parking-space Detection
- Computer-aided Sport Analysis
- The German Traffic Sign Benchmark
Supervision of Student Thesis
- Entwicklung einer realitätsnahen und echtzeitfähigen virtuellen Kamera in der Unreal Engine und Etablierung einer Schnittstelle zum Bildverarbeitungsframework YAF. Bachelorarbeit, 2017.
- Building a Simulated Environment for the Evaluation of Image Processing Algorithms in the Context of On-Site Parking Guidance Systems. Masterarbeit, 2017.
- Video-basierte Klassifikation von Gruppenverhalten. Studienprojekt, 2016.
- Effiziente Multiklassen-Klassifikation des Belegungsstatus von Parkplätzen unter Berücksichtigung von Verdeckung. Bachelorarbeit, 2015.
- Video-basierte Parkplatzerkennung: Marker-basierte Lokalisierung von Fahrzeugen und Aufbau der Infrastruktur für ein Leitsystem. Studienprojekt, 2015.
- Development of a smart phone user interface for a sensor-based car park routeing system. Bachelorarbeit, 2014.
- Analyse von Bewegungsmustern eines Tennisspielers durch videobasiertes Tracking der Fußpositionen. Bachelorarbeit, 2014.
- Echtzeitfähiges Erkennen von KFZ-Kennzeichen in Videobildern. Bachelorarbeit, 2013.
Other activities
- C++ Praktikum, since 2012.
- Lab exercises: Computer Vision and Autonomous Robotics
- Lecture: Digital image processing
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Automatisierte VideoanalyseHorn, D., Ibisch, A., & Tschentscher, M.In C. Moritz & Corsten, M. (Eds.), Handbuch Qualitative Videoanalyse (pp. 445–456) Springer VS Verlag
@incollection{HornIbischTschentscher2018, author = {Horn, D. and Ibisch, A. and Tschentscher, M.}, title = {Automatisierte Videoanalyse}, booktitle = {Handbuch Qualitative Videoanalyse}, editor = {Moritz, C. and Corsten, M.}, pages = {445–456}, publisher = {Springer VS Verlag}, year = {2018}, }
Horn, D., Ibisch, A., & Tschentscher, M.. (2018). Automatisierte Videoanalyse. In C. Moritz & Corsten, M. (Eds.), Handbuch Qualitative Videoanalyse (pp. 445–456). Springer VS Verlag.2017
A simulated car-park environment for the evaluation of video-based on-site parking guidance systemsTschentscher, M., Pruß, B., & Horn, D.In Proceedings of the IEEE Intelligent Vehicles Symposium (IV) (pp. 1571–1576)@inproceedings{TschentscherPrußHorn2017, author = {Tschentscher, Marc and Pruß, Ben and Horn, Daniela}, title = {A simulated car-park environment for the evaluation of video-based on-site parking guidance systems}, booktitle = {Proceedings of the IEEE Intelligent Vehicles Symposium (IV)}, pages = {1571–1576}, year = {2017}, }
Tschentscher, M., Pruß, B., & Horn, D.. (2017). A simulated car-park environment for the evaluation of video-based on-site parking guidance systems. In Proceedings of the IEEE Intelligent Vehicles Symposium (IV) (pp. 1571–1576).2016
Fast Change Detection for Camera-based Surveillance SystemsMichael, M., Feist, C., Schuller, F., & Tschentscher, M.In Proceedings of the IEEE International Conference on Intelligent Transportation Systems (Vol. 19, pp. 1–8)@inproceedings{MichaelFeistSchullerEtAl2016, author = {Michael, M. and Feist, C. and Schuller, F. and Tschentscher, M.}, title = {Fast Change Detection for Camera-based Surveillance Systems}, booktitle = {Proceedings of the IEEE International Conference on Intelligent Transportation Systems}, pages = {1–8}, volume = {19}, year = {2016}, }
Michael, M., Feist, C., Schuller, F., & Tschentscher, M.. (2016). Fast Change Detection for Camera-based Surveillance Systems. In Proceedings of the IEEE International Conference on Intelligent Transportation Systems (Vol. 19, pp. 1–8).2015
Scalable real-time parking lot classification: An evaluation of image features and supervised learning algorithmsTschentscher, M., Koch, C., König, M., Salmen, J., & Schlipsing, M.In Proceedings of the IEEE International Joint Conference on Neural Networks@inproceedings{TschentscherKochKönigEtAl2015, author = {Tschentscher, M. and Koch, C. and König, M. and Salmen, J. and Schlipsing, M.}, title = {Scalable real-time parking lot classification: An evaluation of image features and supervised learning algorithms}, booktitle = {Proceedings of the IEEE International Joint Conference on Neural Networks}, year = {2015}, }
Tschentscher, M., Koch, C., König, M., Salmen, J., & Schlipsing, M.. (2015). Scalable real-time parking lot classification: An evaluation of image features and supervised learning algorithms. In Proceedings of the IEEE International Joint Conference on Neural Networks.2014
Adaptive pattern recognition in real-time video-based soccer analysisSchlipsing, M., Salmen, J., Tschentscher, M., & Igel, C.Journal of Real-Time Image Processing, 1–17@article{SchlipsingSalmenTschentscherEtAl2014, author = {Schlipsing, Marc and Salmen, Jan and Tschentscher, Marc and Igel, Christian}, title = {Adaptive pattern recognition in real-time video-based soccer analysis}, journal = {Journal of Real-Time Image Processing}, pages = {1–17}, year = {2014}, }
Schlipsing, M., Salmen, J., Tschentscher, M., & Igel, C. (2014). Adaptive pattern recognition in real-time video-based soccer analysis. Journal of Real-Time Image Processing, 1–17.2013
Autonomous Driving in a Parking Garage: Vehicle Localization and Tracking Using Environment-embedded LIDAR SensorsIbisch, A., Stümper, S., Altinger, H., Neuhausen, M., Tschentscher, M., Schlipsing, M., et al.In Proceedings of the IEEE Intelligent Vehicles Symposium (pp. 829–934)@inproceedings{IbischStümperAltingerEtAl2013, author = {Ibisch, A. and Stümper, S. and Altinger, H. and Neuhausen, M. and Tschentscher, M. and Schlipsing, M. and Salmen, J. and Knoll, A.}, title = {Autonomous Driving in a Parking Garage: Vehicle Localization and Tracking Using Environment-embedded LIDAR Sensors}, booktitle = {Proceedings of the IEEE Intelligent Vehicles Symposium}, pages = {829–934}, year = {2013}, }
Ibisch, A., Stümper, S., Altinger, H., Neuhausen, M., Tschentscher, M., Schlipsing, M., et al. (2013). Autonomous Driving in a Parking Garage: Vehicle Localization and Tracking Using Environment-embedded LIDAR Sensors. In Proceedings of the IEEE Intelligent Vehicles Symposium (pp. 829–934).Comparing Image Features and Machine Learning Algorithms for Real-time Parking-space ClassifiactionTschentscher, M., Neuhausen, M., Koch, C., König, M., Salmen, J., & Schlipsing, M.In Proceedings of the ASCE International Workshop on Computing in Civil Engineering (pp. 363–370)@inproceedings{TschentscherNeuhausenKochEtAl2013, author = {Tschentscher, M. and Neuhausen, M. and Koch, C. and König, M. and Salmen, J. and Schlipsing, M.}, title = {Comparing Image Features and Machine Learning Algorithms for Real-time Parking-space Classifiaction}, booktitle = {Proceedings of the ASCE International Workshop on Computing in Civil Engineering}, pages = {363–370}, year = {2013}, }
Tschentscher, M., Neuhausen, M., Koch, C., König, M., Salmen, J., & Schlipsing, M.. (2013). Comparing Image Features and Machine Learning Algorithms for Real-time Parking-space Classifiaction. In Proceedings of the ASCE International Workshop on Computing in Civil Engineering (pp. 363–370).2012
Evaluation von Monocular Inverse Depth SLAM zur Stützung von Fahrzeugodometrie (Masterarbeit)@misc{Tschentscher2012, author = {Tschentscher, Marc}, title = {Evaluation von Monocular Inverse Depth SLAM zur Stützung von Fahrzeugodometrie (Masterarbeit)}, year = {2012}, }
Tschentscher, M. (2012). Evaluation von Monocular Inverse Depth SLAM zur Stützung von Fahrzeugodometrie (Masterarbeit).Video-based Parking-space DetectionTschentscher, M., & Neuhausen, M.In Proceedings of the Forum Bauinformatik (pp. 159–166)@inproceedings{TschentscherNeuhausen2012, author = {Tschentscher, M. and Neuhausen, M.}, title = {Video-based Parking-space Detection}, booktitle = {Proceedings of the Forum Bauinformatik}, pages = {159–166}, year = {2012}, }
Tschentscher, M., & Neuhausen, M. (2012). Video-based Parking-space Detection. In Proceedings of the Forum Bauinformatik (pp. 159–166).2010
Effiziente Berechnung von 3D-Flußvektoren (Scene Flow) (Bachelorarbeit)@misc{Tschentscher2010, author = {Tschentscher, Marc}, title = {Effiziente Berechnung von 3D-Flußvektoren (Scene Flow) (Bachelorarbeit)}, year = {2010}, }
Tschentscher, M. (2010). Effiziente Berechnung von 3D-Flußvektoren (Scene Flow) (Bachelorarbeit).Summer Term 2017
Lab courses Computer Vision Lectures Digital Image Processing Lab courses Intensive Course C++ Winter Term 2016/2017
Lab courses Computer Vision Lab courses Intensive Course C++ Lab courses Programming Applications in C++ Summer Term 2016
Lab courses Computer Vision Lectures Digital Image Processing Lab courses Intensive Course C++ Winter Term 2015/2016
Lab courses Computer Vision Lab courses Intensive Course C++ Lab courses Programming Applications in C++ -
Entwicklung eines Tools zur Kalibrierung von Kameras an Hand von online KartendatenZarovinskyy, O.Bachelor's thesis, Applied Informatics, Univ. of Bochum, Germany
@mastersthesis{Zarovinskyy2017, author = {Zarovinskyy, Oleksiy}, title = {Entwicklung eines Tools zur Kalibrierung von Kameras an Hand von online Kartendaten}, school = {Applied Informatics, Univ. of Bochum, Germany}, month = {July }, type = {B.Sc. thesis}, year = {2017}, }
Zarovinskyy, O. (2017, July). Entwicklung eines Tools zur Kalibrierung von Kameras an Hand von online Kartendaten. Bachelor's thesis, Applied Informatics, Univ. of Bochum, Germany.Entwicklung eines Tools zur Kalibrierung von Kameras anhand von online KartendatenZarovinskyy, A.Bachelor's thesis, Applied Computer Science, Ruhr University Bochum, Germany@bachelorthesis{Zarovinskyy2017b, author = {Zarovinskyy, Alek}, title = {Entwicklung eines Tools zur Kalibrierung von Kameras anhand von online Kartendaten}, school = {Applied Computer Science, Ruhr University Bochum, Germany}, month = {July }, year = {2017}, }
Zarovinskyy, A. (2017, July). Entwicklung eines Tools zur Kalibrierung von Kameras anhand von online Kartendaten. Bachelor's thesis, Applied Computer Science, Ruhr University Bochum, Germany.Building a Simulated Environment for the Evaluation of Image Processing Algorithms in the Context of On-site Parking Guidance SystemsHorn, D.Master’s thesis, Applied Informatics, Univ. of Bochum, Germany@mastersthesis{Horn2017b, author = {Horn, Daniela}, title = {Building a Simulated Environment for the Evaluation of Image Processing Algorithms in the Context of On-site Parking Guidance Systems}, school = {Applied Informatics, Univ. of Bochum, Germany}, month = {February}, type = {M.Sc. thesis}, year = {2017}, }
Horn, D. (2017, February). Building a Simulated Environment for the Evaluation of Image Processing Algorithms in the Context of On-site Parking Guidance Systems. Master’s thesis, Applied Informatics, Univ. of Bochum, Germany.Entwicklung einer komplexen Fahrzeug-KI mithilfe der Unreal Engine zur Interaktion mit einem kamerabasierten ParkleitsystemAsakura, V., Hegenbarth, J., Kippert, S., Spata, D., & Tayeran, S.Study project, Applied Computer Science, Ruhr University Bochum, Germany@mastersthesis{AsakuraHegenbarthKippertEtAl2017, author = {Asakura, Vincent and Hegenbarth, Jens and Kippert, Stefan and Spata, Dominic and Tayeran, Shervin}, title = {Entwicklung einer komplexen Fahrzeug-KI mithilfe der Unreal Engine zur Interaktion mit einem kamerabasierten Parkleitsystem}, school = {Applied Computer Science, Ruhr University Bochum, Germany}, type = {Study project}, year = {2017}, }
Asakura, V., Hegenbarth, J., Kippert, S., Spata, D., & Tayeran, S. (2017). Entwicklung einer komplexen Fahrzeug-KI mithilfe der Unreal Engine zur Interaktion mit einem kamerabasierten Parkleitsystem. Study project, Applied Computer Science, Ruhr University Bochum, Germany.Building a Simulated Environment for the Evaluation of Image Processing Algorithms in the Context of On-Site Parking Guidance SystemsHorn, D.Master’s thesis, Applied Computer Science, Ruhr University Bochum, Germany@mastersthesis{Horn2017, author = {Horn, Daniela}, title = {Building a Simulated Environment for the Evaluation of Image Processing Algorithms in the Context of On-Site Parking Guidance Systems}, school = {Applied Computer Science, Ruhr University Bochum, Germany}, year = {2017}, }
Horn, D. (2017). Building a Simulated Environment for the Evaluation of Image Processing Algorithms in the Context of On-Site Parking Guidance Systems. Master’s thesis, Applied Computer Science, Ruhr University Bochum, Germany.Entwicklung einer realitätsnahen und echtzeitfähigen virtuellen Kamera in der unreal Engine und Etablierung einer Schnittstelle zum Bildverarbeitungsframework YAFPruß, B.Bachelor's thesis, Applied Informatics, Univ. of Bochum, Germany@mastersthesis{Pruß2017, author = {Pruß, Ben}, title = {Entwicklung einer realitätsnahen und echtzeitfähigen virtuellen Kamera in der unreal Engine und Etablierung einer Schnittstelle zum Bildverarbeitungsframework YAF}, school = {Applied Informatics, Univ. of Bochum, Germany}, month = {January}, type = {B.Sc. thesis}, year = {2017}, }
Pruß, B. (2017, January). Entwicklung einer realitätsnahen und echtzeitfähigen virtuellen Kamera in der unreal Engine und Etablierung einer Schnittstelle zum Bildverarbeitungsframework YAF. Bachelor's thesis, Applied Informatics, Univ. of Bochum, Germany.Entwicklung einer realitätsnahen und echtzeitfähigen virtuellen Kamera in der Unreal Engine und Etablierung einer Schnittstelle zum Bildverarbeitungsframework YAFPruß, B.Bachelor's thesis, Applied Computer Science, Ruhr University Bochum, Germany@bachelorthesis{Pruß2017b, author = {Pruß, Ben}, title = {Entwicklung einer realitätsnahen und echtzeitfähigen virtuellen Kamera in der Unreal Engine und Etablierung einer Schnittstelle zum Bildverarbeitungsframework YAF}, school = {Applied Computer Science, Ruhr University Bochum, Germany}, year = {2017}, }
Pruß, B. (2017). Entwicklung einer realitätsnahen und echtzeitfähigen virtuellen Kamera in der Unreal Engine und Etablierung einer Schnittstelle zum Bildverarbeitungsframework YAF. Bachelor's thesis, Applied Computer Science, Ruhr University Bochum, Germany.2016
Videobasierte Klassifikation von GruppenverhaltenAsakura, V., Hegenbarth, J., Kippert, S., Spata, D., & Tayeran, S.Study project, Applied Computer Science, Ruhr University Bochum, Germany@mastersthesis{AsakuraHegenbarthKippertEtAl2016, author = {Asakura, Vincent and Hegenbarth, Jens and Kippert, Stefan and Spata, Dominic and Tayeran, Shervin}, title = {Videobasierte Klassifikation von Gruppenverhalten}, school = {Applied Computer Science, Ruhr University Bochum, Germany}, type = {Study project}, year = {2016}, }
Asakura, V., Hegenbarth, J., Kippert, S., Spata, D., & Tayeran, S. (2016). Videobasierte Klassifikation von Gruppenverhalten. Study project, Applied Computer Science, Ruhr University Bochum, Germany.2015
Effiziente Multiklassen-Klassifikation des Belegungsstatus von Parkplätzen unter Berücksichtigung von VerdeckungGömleksiz, A.Bachelor's thesis, Applied Computer Science, Ruhr University Bochum, Germany@bachelorthesis{Gömleksiz2015, author = {Gömleksiz, Arif}, title = {Effiziente Multiklassen-Klassifikation des Belegungsstatus von Parkplätzen unter Berücksichtigung von Verdeckung}, school = {Applied Computer Science, Ruhr University Bochum, Germany}, year = {2015}, }
Gömleksiz, A. (2015). Effiziente Multiklassen-Klassifikation des Belegungsstatus von Parkplätzen unter Berücksichtigung von Verdeckung. Bachelor's thesis, Applied Computer Science, Ruhr University Bochum, Germany.Videobasierte Parkplatzerkennung: Markerbasierte Lokalisierung von Fahrzeugen und Aufbau der Infrastruktur für ein LeitsystemHorn, D., & Brüggenthies, M.Study project, Applied Computer Science, Ruhr University Bochum, Germany@mastersthesis{HornBrüggenthies2015, author = {Horn, Daniela and Brüggenthies, Manuel}, title = {Videobasierte Parkplatzerkennung: Markerbasierte Lokalisierung von Fahrzeugen und Aufbau der Infrastruktur für ein Leitsystem}, school = {Applied Computer Science, Ruhr University Bochum, Germany}, type = {Study Project}, year = {2015}, }
Horn, D., & Brüggenthies, M. (2015). Videobasierte Parkplatzerkennung: Markerbasierte Lokalisierung von Fahrzeugen und Aufbau der Infrastruktur für ein Leitsystem. Study project, Applied Computer Science, Ruhr University Bochum, Germany.2014
Development of a Smart Phone User Interface for a Sensor-based Car Park Routeing SystemHorn, D.Bachelor's thesis, Applied Informatics, Univ. of Bochum, Germany@mastersthesis{Horn2014b, author = {Horn, Daniela}, title = {Development of a Smart Phone User Interface for a Sensor-based Car Park Routeing System}, school = {Applied Informatics, Univ. of Bochum, Germany}, month = {November}, type = {B.Sc. thesis}, year = {2014}, }
Horn, D. (2014, November). Development of a Smart Phone User Interface for a Sensor-based Car Park Routeing System. Bachelor's thesis, Applied Informatics, Univ. of Bochum, Germany.Analyse von Bewegungsmustern eines Tennisspielers durch videobasiertes Tracking der FußpositionenHeitmeier, S.Bachelor's thesis, Applied Informatics, Univ. of Bochum, Germany@mastersthesis{Heitmeier2014b, author = {Heitmeier, Steven}, title = {Analyse von Bewegungsmustern eines Tennisspielers durch videobasiertes Tracking der Fußpositionen}, school = {Applied Informatics, Univ. of Bochum, Germany}, month = {April}, type = {B.Sc. thesis}, year = {2014}, }
Heitmeier, S. (2014, April). Analyse von Bewegungsmustern eines Tennisspielers durch videobasiertes Tracking der Fußpositionen. Bachelor's thesis, Applied Informatics, Univ. of Bochum, Germany.Development of a smart phone user interface for a sensor-based car park routeing systemHorn, D.Bachelor's thesis, Applied Computer Science, Ruhr University Bochum, Germany@bachelorthesis{Horn2014, author = {Horn, Daniela}, title = {Development of a smart phone user interface for a sensor-based car park routeing system}, school = {Applied Computer Science, Ruhr University Bochum, Germany}, year = {2014}, }
Horn, D. (2014). Development of a smart phone user interface for a sensor-based car park routeing system. Bachelor's thesis, Applied Computer Science, Ruhr University Bochum, Germany.2013
Tracking eines Kalibriermusters zur automatischen Schätzung von intrinsischen KameraparameternWolff, E.Bachelor's thesis, ET-IT Dept., Univ. of Bochum, Germany@mastersthesis{Wolff2013, author = {Wolff, Emanuel}, title = {Tracking eines Kalibriermusters zur automatischen Schätzung von intrinsischen Kameraparametern}, school = {ET-IT Dept., Univ. of Bochum, Germany}, type = {B.Sc. thesis}, year = {2013}, }
Wolff, E. (2013). Tracking eines Kalibriermusters zur automatischen Schätzung von intrinsischen Kameraparametern. Bachelor's thesis, ET-IT Dept., Univ. of Bochum, Germany.The Institut für Neuroinformatik (INI) is a central research unit of the Ruhr-Universität Bochum. We aim to understand the fundamental principles through which organisms generate behavior and cognition while linked to their environments through sensory systems and while acting in those environments through effector systems. Inspired by our insights into such natural cognitive systems, we seek new solutions to problems of information processing in artificial cognitive systems. We draw from a variety of disciplines that include experimental approaches from psychology and neurophysiology as well as theoretical approaches from physics, mathematics, electrical engineering and applied computer science, in particular machine learning, artificial intelligence, and computer vision.
Universitätsstr. 150, Building NB, Room 3/32
D-44801 Bochum, GermanyTel: (+49) 234 32-28967
Fax: (+49) 234 32-14210
2017