Dr.-Ing. Christopher Reining
Tel: +49 231 755-3228
Fax: +49 231 755-4768
E-Mail senden
Lehrstuhl für Förder- und Lagerwesen, FLW
TU Dortmund, LogistikCampus
Joseph-v.-Fraunhofer-Str. 2-4
44227 Dortmund, Germany
Raum A 4.09
Zur Person
- Seit 2023 Manager bei 4flow sowie Research Advisor (Teilzeit) am Lehrstuhl für Förder- und Lagerwesen, FLW
- Seit 2021 Chief Scientist am Lehrstuhl für Förder- und Lagerwesen, FLW
- 2021 Dr.-Ing., Fakultät Maschinenbau, Technische Universität Dortmund
- 2016-2020 Wissenschaftlicher Mitarbeiter am Lehrstuhl für Förder – und Lagerwesen, FLW
- 2016 M.Sc. Logistik, Technische Universität Dortmund
- 2016 Masterand bei der WEPA Hygieneprodukte GmbH in Arnsberg
- 2014 B.Sc. Logistik, Technische Universität Dortmund
Arbeitsgebiete
- Koordination der Forschungsarbeit des Lehrstuhls
- Menschliche Aktivitätserkennung in der Intralogistik
- Datensatzerstellung für Verfahren des maschinellen Lernens
Projekte
- Innovationslabor Hybride Dienstleistungen in der Logistik
- Transfer Learning for Human Activity Recognition in Logistics
Veröffentlichungen
- Gouda, Anas; Heinrich, Danny; Hünnefeld, Mirco; Priyanta, Irfan Fachrudin; Reining, Christopher; Roidl, Moritz
A Grid-based Sensor Floor Platform for Robot Localization using Machine Learning
In: IEEE International Instrumentation and Measurement Technology Conference (2023)
doi.org/10.48550/ARXIV.2212.04721 - Reining, Christopher; Nair, Nilah Ravi; Niemann, Friedrich; Moya Rueda, Fernando; Fink, Gernot A.
A Tutorial on Dataset Creation for Sensor-based Human Activity Recognition
In: IEEE International Conference on Pervasive Computing and Communications (PerCom), Workshop on Annotation of useR Data for UbiquitOUs Systems (ARDUOUS) - Gramse, Nils; Roidl, Moritz; Awasthi, Shrutarv; Reining, Christopher
Micro-UAV Swarm Testbed for Indoor Applications
In: Machine Learning under Resource Constraints – Volume 3 Applications. De Gruyter, 2023, S. 212–224.
doi.org/10.1515/9783110785982-020 - Rutinowski, Jérôme; Vankayalapati, Bhargav; Schwenzfeier, Nils; Acosta, Maribel; Reining, Christopher
On the Applicability of Synthetic Data for Re-Identification
In: AAA Conference on Artificial Intelligence, workshop AI2SE (2023)
doi.org/10.48550/ARXIV.2212.10105 - Rutinowski, Jérôme; Endendyk, Jan; Reining, Christopher; Roidl, Moritz
galvanized-636 – A galvanized steel re-identification dataset
In: Zenodo 2022. [Dataset]
doi.org/10.5281/zenodo.7386956 - Rutinowski, Jérôme; Reining, Christopher; Gouda, Anas; Youssef, Hazem
The Potential of Deep Learning based Computer Vision in Warehousing Logistics
In: Logistics Journal (2022)
doi.org/10.2195/lj_proc_rutinowski_en_202211_01 - Awasthi, Shrutarv; Gramse, Nils; Reining, Christopher; Roidl, Moritz
UAVs for Industries and Supply Chain Management
In: International Conference on Material Handling, Constructions and Logistics (2022)
doi.org/10.48550/ARXIV.2212.03346 - Niemann, Friedrich; Reining, Christopher; Bas, Hülya; Franke, Sven
Applications of human activity recognition in industrial processes – Synergy of human and technology
In: International Conference on Material Handling, Constructions and Logistics (2022)
doi.org/10.48550/ARXIV.2212.02266 - Ravi Nair, Nilah; Moya Rueda, Fernando; Reining, Christopher ; A. Fink, Gernot
Multi-Channel Time-Series Person and Soft-Biometric Identification
In: IEEE ICPR Workshops (2022) - Gouda, Anas; Ghanem, Abraham; Reining, Christopher
Category-agnostic Segmentation for Robotic Grasping
In: (2022)
doi.org/10.48550/ARXIV.2204.13613 - Kaiser, Pascal; Thevapalan, Andre; Reining, Christopher; Roidl, Moritz; Kern-Isberner, Gabriele; ten Hompel, Michael
Hybrid Production: Enabled By Controlling The Output Sequence Of A Matrix Production Using Answer Set Programming
2022 Procedia CIRP
doi.org/10.1016/j.procir.2022.05.149 - Rutinowski, Jérôme; Chilla, Tim; Pionzewski, Christian; Reining, Christopher; ten Hompel, Michael
pallet-block-502 – A chipwood re-identification dataset
In: Zenodo 2021. [Dataset]
doi.org/10.5281/zenodo.6353714 - Gouda, Anas; Nedungadi, Ashwin; Ghatpande, Anay; Reining, Christopher; Youssef, Hazem; Roidl, Moritz
DoPose: dataset for object segmentation and 6D pose estimation
In: Zenodo 2022. [Dataset]
doi.org/10.5281/zenodo.6103779 - Niemann, Friedrich; Reining, Christopher; Moya Rueda, Fernando; Avsar, Hülya; Altermann, Erik; Nair, Nilah Ravi; Steffens, Janine Anika; Fink, Gernot A.; ten Hompel, Michael
Logistic Activity Recognition Challenge (LARa Version 2) – A Motion Capture and Inertial Measurement Dataset
In: Zenodo 2022. (Version 2) [Data set]
doi.org/10.5281/zenodo.5761276 - Kaiser, Pascal; Thevapalan, Andre; Reining, Christopher; Kern-Isberner, Gabriele; ten Hompel, Michael
Generating highly constrained warehouse layouts using answer set programming
In: Logistics Journal 2021
doi.org/10.2195/lj_Proc_kaiser_en_202112_01 - Rutinowski, Jérôme; Pionzewski, Christian; Chilla, Tim; Reining, Christopher; ten Hompel, Michael
Towards Re-Identification for Warehousing Entities – A Work-in-Progress Study
In: 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation
doi.org/10.1109/ETFA45728.2021.9613250 - Avsar, Hülya; Niemann, Friedrich; Reining, Christopher; ten Hompel, Michael
Cyber-physischer Zwilling Framework zur Generierung menschlicher Bewegungsdaten in der Intralogistik
In: Logistics Journal 2021
doi.org/2195/lj_Proc_avsar_de_202112_01 - Kirchhof, Michael; Schmid, Lena; Reining, Christopher; ten Hompel, Michael; Pauly, Markus
Chances of Interpretable Transfer Learning for Human Activity Recognition in Warehousing
In: Computational Logistics. ICCL 2021. Lecture Notes in Computer Science, vol 13004. Springer, Cham.
doi.org/10.1007/978-3-030-87672-2_11 - Reining, Christopher
Attributbasierte Erkennung menschlicher Aktivitäten in industriellen Prozessen am Beispiel der Logistik (Dissertation)
In: Logistik für die Praxis (herausgegeben von Michael ten Hompel)
Verlag Praxiswissen 2021
doi.org/978-3-86975-163-4 - Kirchhof, Michael; Schmid, Lena; Reining, Christopher; ten Hompel, Michael; Pauly, Markus
pRSL: Interpretable Multi-label Stacking by Learning Probabilistic Rules
In: The Conference on Uncertainty in Artificial Intelligence (UAI) 2021
arxiv.org/abs/2105.13850 - Avsar, Hülya; Alterman, Erik; Reining, Christopher; Moya Rueda, Fernando; Fink, Gernot A.; ten Hompel, Michael
Benchmarking Annotation Procedures for Multi-channel Time Series HAR Dataset
In: 2021 IEEE International Conference on Pervasive Computing and Communications Workshops
doi.org/10.1109/PerComWorkshops51409.2021.9431062 - Reining, Christopher; Moya Rueda, Fernando; Niemann, Friedrich; Fink, Gernot A.; ten Hompel, Michael
Annotation Performance for multi-channel time series HAR Dataset in Logistics
In: 2020 IEEE International Conference on Pervasive Computing and Communications Workshops
doi.org/10.1109/PerComWorkshops48775.2020.9156170 - Niemann, Friedrich; Reining, Christopher; Moya Rueda, Fernando; Nair, Nilah Ravi; Steffens, Janine Anika; Fink, Gernot A.; ten Hompel, Michael
LARa: Creating a Dataset for Human Activity Recognition in Logistics Using Semantic Attributes
In: Sensors 2020
doi.org/10.3390/s20154083 - Niemann, Friedrich; Reining, Christopher; Moya Rueda, Fernando; Altermann, Erik; Nair, Nilah Ravi; Steffens, Janine Anika; Fink, Gernot A.; ten Hompel, Michael
Logistic Activity Recognition Challenge (LARa) – A Motion Capture and Inertial Measurement Dataset
In: Zenodo 2020
doi.org/10.5281/ZENODO.3862782 - Reining, Christopher; Niemann, Friedrich; Moya Rueda, Fernando; Fink, Gernot A.; ten Hompel, Michael
Human Activity Recognition for Production and Logistics — A Systematic Literature Review
In: Information 2019, 10(8), 245.
doi.org/10.3390/info10080245 - Reining, Christopher; Schlangen, Michelle; Hissmann, Leon; ten Hompel, Michael; Moya Rueda, Fernando; Fink, Gernot A.
Attribute Representation for Human Activity Recognition of Manual Order Picking Activities
In: Proceedings of the 5th International Workshop on Sensor-based Activity
Recognition and Interaction – iWOAR ’18
doi.org/10.1145/3266157.3266214 - Reining, Christopher; ten Hompel, Michael; Moya Rueda, Fernando; Fink, Gernot A.
Towards a Framework for Semi-Automated Annotation of Human Order Picking Activities Using Motion Capturing
In: Proceedings of the 2018 Federated Conference on Computer Science and Information Systems
doi.org/10.15439/2018F188 - Terharen, André; Feldmann, Felix; Reining, Christopher; ten Hompel, Michael
Integration von Virtual Reality und optischem Motion Capturing in die Planung und Optimierung von Materialflusssystemen
In: Logistics Journal : Proceedings, vol. 2018, no. 01, Nov. 2018.
doi.org/10.2195/lj_Proc_terharen_de_201811_01 - Borst, Dominik; Reining, Christopher; ten Hompel, Michael
Einfluss der Mensch-Maschine-Interaktion auf das Maschinendesign in der Social Networked Industry
In: Logistics Journal : Proceedings, vol. 2018, no. 01, Nov. 2018.
doi.org/10.2195/lj_Proc_borst_de_201811_01 - Reining, Christopher; Bousbiba, Omar; Jungen, Svenja; ten Hompel, Michael
Data Mining and Fault Tolerance in Warehousing
In: Proceedings of the Hamburg International Conference of Logistics (HICL);23 (2017)
doi.org/10.15480/882.1464