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Christopher Reining
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- affiliation: TU Dortmund, Germany
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2020 – today
- 2024
- [j5]Jérôme Rutinowski, Hazem Youssef, Sven Franke, Irfan Fachrudin Priyanta, Frederik Polachowski, Moritz Roidl, Christopher Reining:
Semi-automated computer vision-based tracking of multiple industrial entities: a framework and dataset creation approach. EURASIP J. Image Video Process. 2024(1): 8 (2024) - [c19]Anas Gouda, Max Schwarz, Christopher Reining, Sven Behnke, Alice Kirchheim:
Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic Grasping. CASE 2024: 3577-3583 - [c18]Sven Franke, Andrea Bommert, Marc Julian Brandt, Jean Lenard Kuhlmann, Marie-Claire Olivier, Kirsten Schorning, Christopher Reining, Alice Kirchheim:
Smart Pallets: Towards Event Detection Using IMUs. ETFA 2024: 1-4 - [c17]Nilah Ravi Nair, Lena Schmid, Christopher Reining, Fernando Moya Rueda, Markus Pauly, Gernot A. Fink:
Representation Biases in Time-Series Human Activity Recognition with Small Sample Sizes. ICPR (15) 2024: 33-48 - [c16]Nilah Ravi Nair, Arthur Matei, Dennis Krön, Fernando Moya Rueda, Christopher Reining, Gernot A. Fink:
Augmentation of Human Activity Data: Convert, Generate, Transform. ICPR (10) 2024: 66-81 - [c15]Jérôme Rutinowski, Simon Klüttermann, Jan Endendyk, Christopher Reining, Emmanuel Müller:
Benchmarking Trust: A Metric for Trustworthy Machine Learning. xAI (1) 2024: 287-307 - [i12]Friedrich Niemann, Christopher Reining:
Kontextbasierte Aktivitätserkennung - Synergie von Mensch und Technik in der Social Networked Industry. CoRR abs/2402.05480 (2024) - [i11]Anas Gouda, Max Schwarz, Christopher Reining, Sven Behnke, Alice Kirchheim:
Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic Grasping. CoRR abs/2404.06277 (2024) - 2023
- [j4]Nils Schwenzfeier, Jérôme Rutinowski, Marc Hesenius, Christopher Reining, Maribel Acosta:
Generating embedding spaces for re-identifying pallets from their chipwood patterns. Eng. Appl. Artif. Intell. 126: 106905 (2023) - [j3]Shrutarv Awasthi, Miguel Fernández-Cortizas, Christopher Reining, Pedro Arias-Perez, Marco Andrés Luna, David Pérez-Saura, Moritz Roidl, Nils Gramse, Patrick Klokowski, Pascual Campoy Cervera:
Micro UAV Swarm for industrial applications in indoor environment - A Systematic Literature Review. Logist. Res. 16(1): 11 (2023) - [c14]Anas Gouda, Danny Heinrich, Mirco Hünnefeld, Irfan Fachrudin Priyanta, Christopher Reining, Moritz Roidl:
A Grid-based Sensor Floor Platform for Robot Localization using Machine Learning. I2MTC 2023: 1-6 - [c13]Simon Klüttermann, Jérôme Rutinowski, Anh Nguyen, Christopher Reining, Moritz Roidl, Emmanuel Müller:
On Graph Representation based Re-Identification - A Proof of Concept. ICDM (Workshops) 2023: 1097-1104 - [c12]Christopher Reining, Nilah Ravi Nair, Friedrich Niemann, Fernando Moya Rueda, Gernot A. Fink:
A Tutorial on Dataset Creation for Sensor-based Human Activity Recognition. PerCom Workshops 2023: 453-459 - [d3]Friedrich Niemann, Christopher Reining, Fernando Moya Rueda, Nilah Ravi Nair, Philipp Oberdiek, Hülya Bas, Raphael Spiekermann, Erik Altermann, Janine Anika Steffens, Gernot A. Fink, Michael ten Hompel:
Logistic Activity Recognition Challenge (LARa Version 03) - A Motion Capture and Inertial Measurement Dataset. Version 3. Zenodo, 2023 [all versions] - [i10]Nilah Ravi Nair, Lena Schmid, Fernando Moya Rueda, Markus Pauly, Gernot A. Fink, Christopher Reining:
Dataset Bias in Human Activity Recognition. CoRR abs/2301.10161 (2023) - [i9]Jérôme Rutinowski, Hazem Youssef, Sven Franke, Irfan Fachrudin Priyanta, Frederik Polachowski, Moritz Roidl, Christopher Reining:
Semi-Automated Computer Vision based Tracking of Multiple Industrial Entities - A Framework and Dataset Creation Approach. CoRR abs/2304.00950 (2023) - [i8]Nilah Ravi Nair, Fernando Moya Rueda, Christopher Reining, Gernot A. Fink:
Multi-Channel Time-Series Person and Soft-Biometric Identification. CoRR abs/2304.01585 (2023) - [i7]Hazem Youssef, Frederik Polachowski, Jérôme Rutinowski, Moritz Roidl, Christopher Reining:
Object Pose Estimation Annotation Pipeline for Multi-view Monocular Camera Systems in Industrial Settings. CoRR abs/2310.14914 (2023) - 2022
- [c11]Jérôme Rutinowski, Christian Pionzewski, Tim Chilla, Christopher Reining, Michael ten Hompel:
Deep Learning Based Re-Identification of Wooden Euro-pallets. ICMLA 2022: 113-117 - [c10]Anas Gouda, Abraham Ghanem, Christopher Reining:
DoPose-6D dataset for object segmentation and 6D pose estimation. ICMLA 2022: 477-483 - [c9]Simon Klüttermann, Jérôme Rutinowski, Christopher Reining, Moritz Roidl, Emmanuel Müller:
Towards Graph Representation based Re-Identification of Chipwood Pallet Blocks. ICMLA 2022: 1543-1550 - [c8]Nilah Ravi Nair, Fernando Moya Rueda, Christopher Reining, Gernot A. Fink:
Multi-Channel Time-Series Person and Soft-Biometric Identification. ICPR Workshops (1) 2022: 256-272 - [p1]Nils Gramse, Moritz Roidl, Shrutarv Awasthi, Christopher Reining:
Micro-UAV Swarm Testbed for Indoor Applications. Mach. Learn. under Resour. Constraints Vol. 3 (3) 2022: 212-224 - [d2]Friedrich Niemann, Christopher Reining, Fernando Moya Rueda, Hülya Bas, Erik Altermann, Nilah Ravi Nair, Janine Anika Steffens, Gernot A. Fink, Michael ten Hompel:
Logistic Activity Recognition Challenge (LARa Version 02) - A Motion Capture and Inertial Measurement Dataset. Version 2. Zenodo, 2022 [all versions] - [i6]Anas Gouda, Abraham Ghanem, Christopher Reining:
Category-agnostic Segmentation for Robotic Grasping. CoRR abs/2204.13613 (2022) - [i5]Friedrich Niemann, Christopher Reining, Hülya Bas, Sven Franke:
Applications of human activity recognition in industrial processes - Synergy of human and technology. CoRR abs/2212.02266 (2022) - [i4]Shrutarv Awasthi, Nils Gramse, Christopher Reining, Moritz Roidl:
UAVs for Industries and Supply Chain Management. CoRR abs/2212.03346 (2022) - [i3]Anas Gouda, Danny Heinrich, Mirco Hünnefeld, Irfan Fachrudin Priyanta, Christopher Reining, Moritz Roidl:
A Grid-based Sensor Floor Platform for Robot Localization using Machine Learning. CoRR abs/2212.04721 (2022) - [i2]Jérôme Rutinowski, Bhargav Vankayalapati, Nils Schwenzfeier, Maribel Acosta, Christopher Reining:
On the Applicability of Synthetic Data for Re-Identification. CoRR abs/2212.10105 (2022) - 2021
- [c7]Jérôme Rutinowski, Christian Pionzewski, Tim Chilla, Christopher Reining, Michael ten Hompel:
Towards Re-Identification for Warehousing Entities - A Work-in-Progress Study. ETFA 2021: 1-4 - [c6]Michael Kirchhof, Lena Schmid, Christopher Reining, Michael ten Hompel, Markus Pauly:
Chances of Interpretable Transfer Learning for Human Activity Recognition in Warehousing. ICCL 2021: 163-177 - [c5]Hülya Avsar, Erik Altermann, Christopher Reining, Fernando Moya Rueda, Gernot A. Fink, Michael ten Hompel:
Benchmarking Annotation Procedures for Multi-channel Time Series HAR Dataset. PerCom Workshops 2021: 453-458 - [c4]Michael Kirchhof, Lena Schmid, Christopher Reining, Michael ten Hompel, Markus Pauly:
pRSL: Interpretable multi-label stacking by learning probabilistic rules. UAI 2021: 461-470 - [i1]Michael Kirchhof, Lena Schmid, Christopher Reining, Michael ten Hompel, Markus Pauly:
pRSL: Interpretable Multi-label Stacking by Learning Probabilistic Rules. CoRR abs/2105.13850 (2021) - 2020
- [j2]Friedrich Niemann, Christopher Reining, Fernando Moya Rueda, Nilah Ravi Nair, Janine Anika Steffens, Gernot A. Fink, Michael ten Hompel:
LARa: Creating a Dataset for Human Activity Recognition in Logistics Using Semantic Attributes. Sensors 20(15): 4083 (2020) - [c3]Christopher Reining, Fernando Moya Rueda, Friedrich Niemann, Gernot A. Fink, Michael ten Hompel:
Annotation Performance for multi-channel time series HAR Dataset in Logistics. PerCom Workshops 2020: 1-6 - [d1]Friedrich Niemann, Christopher Reining, Fernando Moya Rueda, Erik Altermann, Nilah Ravi Nair, Janine Anika Steffens, Gernot A. Fink, Michael ten Hompel:
Logistic Activity Recognition Challenge (LARa Version 01) - A Motion Capture and Inertial Measurement Dataset. Version 1. Zenodo, 2020 [all versions]
2010 – 2019
- 2019
- [j1]Christopher Reining, Friedrich Niemann, Fernando Moya Rueda, Gernot A. Fink, Michael ten Hompel:
Human Activity Recognition for Production and Logistics - A Systematic Literature Review. Inf. 10(8): 245 (2019) - 2018
- [c2]Christopher Reining, Fernando Moya Rueda, Michael ten Hompel, Gernot A. Fink:
Towards a Framework for Semi-Automated Annotation of Human Order Picking Activities Using Motion Capturing. FedCSIS 2018: 817-821 - [c1]Christopher Reining, Michelle Schlangen, Leon Hissmann, Michael ten Hompel, Fernando Moya Rueda, Gernot A. Fink:
Attribute Representation for Human Activity Recognition of Manual Order Picking Activities. iWOAR 2018: 10:1-10:10
Coauthor Index
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