Publications of IPR

Safe Reinforcement Learning of Robot Trajectories in the Presence of Moving Obstacles
Kiemel, J.; Righetti, L.; Kröger, T.; Asfour, T.
2024. IEEE Robotics and automation letters, 9 (12), 11353–11360. doi:10.1109/LRA.2024.3488402

Proximity Servoed Minimally Invasive Continuum Robot for Endoscopic Interventions
Marzi, C.; Themistocli, M.; Hein, B.; Mathis-Ullrich, F.
2024. IEEE Transactions on Medical Robotics and Bionics, 6 (4), 1738–1747. doi:10.1109/TMRB.2024.3464127

Conquering the Robotic Software Development Cycle at Scale: Using KubeROS from Simulation to Real-world Deployment
Zhang, Y.; Pasch, F.; Mirus, F.; Scholl, K.-U.; Wurll, C.; Hein, B.
2024. 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE), Bari, 28th August 2024 - 1st September 2024, 1503 – 1509, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CASE59546.2024.10711591

Enhancing Force Sensing Capabilities in Exoskeleton Interfaces Using Compliant Actuator-Sensor Units - A User Study
Alagi, H.; Fischer, N.; Behrends, K.; Ftirst-Walter, I.; Becker, J.; Beigl, M.; Mathis-Ullrich, F.; Hein, B.
2024. 2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob), Heidelberg, Germany, 01-04 September 2024, 889–894, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/BioRob60516.2024.10719794

Jerk-limited Traversal of One-dimensional Paths and its Application to Multi-dimensional Path Tracking
Kiemel, J. C.; Kröger, T.
2024. 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, 13th-15th May 2024, 7142 – 7148, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA57147.2024.10611388

Planning with Learned Subgoals Selected by Temporal Information
Huang, X.; Sóti, G.; Ledermann, C.; Hein, B.; Kröger, T.
2024. 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, 13th-17th May 2024, 9306 – 9312, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA57147.2024.10610538

A Compliant Actuator-Sensor Unit using a Shape Memory Alloy and Capacitive Force Sensing for Active Exoskeleton Interfaces
Fischer, N.; Alagi, H.; Beigl, M.; Hein, B.; Mathis-Ullrich, F.
2023. 2023 IEEE-RAS 22nd International Conference on Humanoid Robots (Humanoids), 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/Humanoids57100.2023.10375226

Combining Measurement Uncertainties with the Probabilistic Robustness for Safety Evaluation of Robot Systems
Baek, W.-J.; Ledermann, C.; Asfour, T.; Kröger, T.
2023. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, 1st-5th October 2023, 473–480, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS55552.2023.10342112

Safety Evaluation of Robot Systems via Uncertainty Quantification
Baek, W.-J.; Kröger, T.
2023. 2023 IEEE International Conference on Robotics and Automation (ICRA), 10532–10538, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA48891.2023.10160598

Train What You Know – Precise Pick-and-Place with Transporter Networks
Sóti, G.; Huang, X.; Wurll, C.; Hein, B.
2023. 2023 IEEE International Conference on Robotics and Automation (ICRA), London, United Kingdom, 29 May 2023 - 02 June 2023, 5814 – 5820, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA48891.2023.10161242

KI5GRob: Fusing Cloud Computing and AI for Scalable Robotic System in Production and Logistics
Zhang, Y.; Sóti, G.; Hein, B.; Wurll, C.
2023. Intelligent Autonomous Systems 17 – Proceedings of the 17th International Conference IAS-17. Ed.: I. Petrovic, 706–723, Springer Nature Switzerland. doi:10.1007/978-3-031-22216-0_47

On Scene Engineering and Domain Randomization: Synthetic Data for Industrial Item Picking
Weisenböhler, M.; Hein, B.; Wurll, C.
2023. Intelligent Autonomous Systems 17 – Proceedings of the 17th International Conference IAS-17. Ed.: I. Petrovic, 643–660, Springer Nature Switzerland. doi:10.1007/978-3-031-22216-0_43

Highly Stretchable Additively Manufactured Capacitive Proximity and Tactile Sensors for Soft Robotic Systems
Alshawabkeh, M.; Alagi, H.; Navarro, S. E.; Duriez, C.; Hein, B.; Zangl, H.; Faller, L.-M.
2023. IEEE Transactions on Instrumentation and Measurement, 1. doi:10.1109/TIM.2023.3250232

Uncertainty Estimation for Safe Human-Robot Collaboration Using Conservation Measures
Baek, W.-J.; Ledermann, C.; Kröger, T.
2023. Intelligent Autonomous Systems 17 : Proceedings of the 17th International Conference IAS-17. Ed.: I. Petrovic, 85–102, Springer Nature Switzerland. doi:10.1007/978-3-031-22216-0_7

Learning Collision-free and Torque-limited Robot Trajectories based on Alternative Safe Behaviors
Kiemel, J. C.; Kröger, T.
2023. 2022 IEEE-RAS 21st International Conference on Humanoid Robots (Humanoids), Ginowan, Japan, 28-30 November 2022, 223–230, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/Humanoids53995.2022.10000077

From environmental exploration to clearance measurement – developing mobile robot systems for decommissioning of nuclear power plants = Von der Umgebungsexploration bis zur Freimessung – Entwicklung mobiler Robotersysteme für den Rückbau kerntechnischer Anlagen
Chen, Z.; Gentes, S.; Hartmann, D.; Hein, B.; Kazemi, S.; Wernke, A.
2022. at - Automatisierungstechnik, 70 (10), 900–911. doi:10.1515/auto-2022-0058

Learning Time-optimized Path Tracking with or without Sensory Feedback
Kiemel, J. C.; Kröger, T.
2022. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, Japan, 23-27 October 2022, 4024–4031, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS47612.2022.9982053

Capacitive Proximity Sensor for Non-Contact Endoscope Localization
Marzi, C.; Alagi, H.; Rau, O.; Hampe, J.; Korvink, J. G.; Hein, B.; Mathis-Ullrich, F.
2022. 2022 International Conference on Robotics and Automation (ICRA), 9614–9620, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA46639.2022.9811734

Additively Manufactured Capacitive Proximity and Tactile Sensors for Soft Robotic Systems
Alshawabkeh, M.; Alagi, H.; Navarro, S. E.; Duriez, C.; Hein, B.; Faller, L.-M.
2022. 2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC): 16-19 May 2022, Ottawa, ON, Canada, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/I2MTC48687.2022.9806500

Testing Robot System Safety by Creating Hazardous Human Worker Behavior in Simulation
Huck, T. P.; Ledermann, C.; Kröger, T.
2022. IEEE Robotics and automation letters, 7 (2), 770–777. doi:10.1109/LRA.2021.3133612

HIRO: Heuristics Informed Robot Online Path Planning Using Pre-computed Deterministic Roadmaps
Huang, X.; Sóti, G.; Zhou, H.; Ledermann, C.; Hein, B.; Kröger, T.
2022. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, Japan, 23-27 October 2022, 8109–8116, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS47612.2022.9981740

Evaluation of On-Robot Capacitive Proximity Sensors with Collision Experiments for Human-Robot Collaboration
Alagi, H.; Ergun, S.; Ding, Y.; Huck, T. P.; Thomas, U.; Zangl, H.; Hein, B.
2022. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, Japan, 23rd - 27th October 2022, 6716–6723, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS47612.2022.9981490

Relevant Safety Falsification by Automata Constrained Reinforcement Learning
Cronrath, C.; Huck, T. P.; Ledermann, C.; Kröger, T.; Lennartson, B.
2022. 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE), 2273–2280, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CASE49997.2022.9926460

Multi-level optimization approach for multi-robot manufacturing systems
Ye, X.; Shen, W.; Mamaev, I.; Bertram, T.; Bryg, M.; Schwartz, M.; Hohmann, S.; Asfour, T.; Hein, B.; Kipfmueller, M.; Kotschenreuther, J.
2022. 54th International Symposium on Robotics : (ISR Europe 2022) : 20-21 June 2022, Munich, Germany, 1–8, VDE Verlag

Proximity Perception in Human-Centered Robotics: A Survey on Sensing Systems and Applications
Escaida Navarro, S.; Muhlbacher-Karrer, S.; Alagi, H.; Zangl, H.; Koyama, K.; Hein, B.; Duriez, C.; Smith, J. R.
2022. IEEE transactions on robotics, 38 (3), 1599–1620. doi:10.1109/TRO.2021.3111786

Autonomous Planning and Intraoperative Augmented Reality Navigation for Neurosurgery
Kunz, C.; Hlavac, M.; Schneider, M.; Pala, A.; Henrich, P.; Jickeli, B.; Worn, H.; Hein, B.; Wirtz, R.; Mathis-Ullrich, F.
2021. IEEE Transactions on Medical Robotics and Bionics, 3 (3), 738–749. doi:10.1109/TMRB.2021.3091184

Jerk-limited Real-time Trajectory Generation with Arbitrary Target States
Berscheid, L.; Kroeger, T.
2021. Robotics: Science and Systems XVII. Ed:: Dylan A. Shell, Robotics: Science and Systems Foundation. doi:10.15607/RSS.2021.XVII.015

Robot Learning of 6 DoF Grasping using Model-based Adaptive Primitives
Berscheid, L.; Friedrich, C.; Kröger, T.
2021. 2021 IEEE International Conference on Robotics and Automation (ICRA), 4474–4480, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA48506.2021.9560901

Grasp Detection for Robot to Human Handovers Using Capacitive Sensors
Mamaev, I.; Kretsch, D.; Alagi, H.; Hein, B.
2021. 2021 IEEE International Conference on Robotics and Automation (ICRA), Xi’an, China, 30 May-5 June 2021, 12552–12558, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA48506.2021.9560970

A Unified Perception Benchmark for Capacitive Proximity Sensing Towards Safe Human-Robot Collaboration (HRC)
Ergun, S.; Ding, Y.; Alagi, H.; Schoffmann, C.; Ubezio, B.; Soti, G.; Rathmair, M.; Muhlbacher-Karrer, S.; Thomas, U.; Hein, B.; Hofbaur, M.; Zangl, H.
2021. 2021 IEEE International Conference on Robotics and Automation (ICRA), Xi’an, China, 30 May-5 June 2021, 3634–3640, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA48506.2021.9561224

A Real-Time-Capable Closed-Form Multi-Objective Redundancy Resolution Scheme for Seven-DoF Serial Manipulators
Wiedmeyer, W.; Altoe, P.; Auberle, J.; Ledermann, C.; Kroeger, T.
2021. IEEE Robotics and automation letters, 6 (2), 431–438. doi:10.1109/LRA.2020.3045646

Learning Collision-free and Torque-limited Robot Trajectories based on Alternative Safe Behaviors
Kiemel, J. C.; Kröger, T.
2021. doi:10.48550/arXiv.2103.03793

Virtual Adversarial Humans finding Hazards in Robot Workplaces
Huck, T. P.; Ledermann, C.; Kröger, T.
2021. 2021 IEEE International Conference on Robotics and Automation (ICRA), Xi’an, China, 30 May-5 June 2021, 3872–3878, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA48506.2021.9561668

A learning robot for cognitive camera control in minimally invasive surgery
Wagner, M.; Bihlmaier, A.; Kenngott, H. G.; Mietkowski, P.; Scheikl, P. M.; Bodenstedt, S.; Schiepe-Tiska, A.; Vetter, J.; Nickel, F.; Speidel, S.; Wörn, H.; Mathis-Ullrich, F.; Müller-Stich, B. P.
2021. Surgical endoscopy and other interventional techniques, 35, 5365–5374. doi:10.1007/s00464-021-08509-8

AQT - A Query Template for AutomationML
Hua, Y.; Hein, B.
2021. IEEE transactions on industrial informatics, 17 (2), 1018–1028. doi:10.1109/TII.2020.2989125

Simulation-based Testing for Early Safety-Validation of Robot Systems
Huck, T. P.; Ledermann, C.; Kröger, T.
2020

A Model-Based Sensor Fusion Approach for Force and Shape Estimation in Soft Robotics
Navarro, S. E.; Nagels, S.; Alagi, H.; Faller, L.-M.; Goury, O.; Morales-Bieze, T.; Zangl, H.; Hein, B.; Ramakers, R.; Deferme, W.; Zheng, G.; Duriez, C.
2020. IEEE Robotics and automation letters, 5 (4), 5621–5628. doi:10.1109/LRA.2020.3008120

What the HoloLens Maps Is Your Workspace: Fast Mapping and Set-up of Robot Cells via Head Mounted Displays and Augmented Reality
Puljiz, D.; Krebs, F.; Bosing, F.; Hein, B.
2020

TrueRMA: Learning Fast and Smooth Robot Trajectories with Recursive Midpoint Adaptations in Cartesian Space
Kiemel, J. C.; Meißner, P.; Kröger, T.
2020. 2020 IEEE International Conference on Robotics and Automation (ICRA), 4225–4231, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA40945.2020.9196711

Teleoperation with Tactile Feedback based on a Capacitive Proximity Sensor Array
Alagi, H.; Navarro, S. E.; Hergenhan, J.; Music, S.; Hein, B.
2020. 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/I2MTC43012.2020.9128701

Control of a smart walker for training using interaction-energy and personalized parameters
Stogl, D.; Zumkeller, D.; Muth, M.; Hein, B.
2020. 21th IFAC World Congress. Ed.: R. Findeisen, 10154–10161, Elsevier. doi:10.1016/j.ifacol.2020.12.2742

What the hololens maps is your workspace: Fast mapping and set-up of robot cells via head mounted displays and augmented reality
Puljiz, D.; Krebs, F.; Bosing, F.; Hein, B.
2020. 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 24 October - 24 January 2021, online, 11445–11451, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS45743.2020.9340879

TrueÆdapt: Learning Smooth Online Trajectory Adaptation with Bounded Jerk, Acceleration and Velocity in Joint Space
Kiemel, J. C.; Weitemeyer, R.; Meißner, P.; Kröger, T.
2020. 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Las Vegas, NV, USA, 24 Oct.-24 Jan. 2021, 5387–5394, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS45743.2020.9341001

A Modular Deep Learning Architecture for Anomaly Detection in HRI
Sóti, G.; Mamaev, I.; Hein, B.
2020. Interactive Collaborative Robotics – 5th International Conference, ICR 2020, St Petersburg, Russia, October 7-9, 2020, Proceedings. Ed.: A. Ronzhin, 295–307, Springer International Publishing. doi:10.1007/978-3-030-60337-3_29

A Concept for a HRC Workspace Using Proximity Sensors
Mamaev, I.; Alagi, H.; Sóti, G.; Hein, B.
2020. Interactive Collaborative Robotics : 5th International Conference, ICR 2020, St Petersburg, Russia, October 7-9, 2020, Proceedings. Ed.: A. Ronzhin, 1–12, Springer International Publishing. doi:10.1007/978-3-030-60337-3_1

Augmented Reality in the Operating Room for Neurosurgical Interventions
Kunz, C.; Mathis-Ullrich, F.; Hein, B.
2020. The Upper-Rhine Artificial Intelligence Symposium, 13th May, Karlsruhe

Rapid Restart Hill Climbing for Learning Description Logic Concepts
Hua, Y.; Hein, B.
2020. 29th International Conference on Inductive Logic Programming, ILP 2019, Plovdiv, Bulgaria, 3 - 5 September 2019, 46–61, Springer-Verlag. doi:10.1007/978-3-030-49210-6_5

Self-supervised Learning for Precise Pick-and-place without Object Model
Berscheid, L.; Meißner, P.; Kröger, T.
2020. IEEE Robotics and automation letters, 5 (3), 4828–4835. doi:10.1109/LRA.2020.3003865

Robot-Based Machining of Unmodeled Objects via Feature Detection in Dense Point Clouds
Hartmann, D.; Mende, M.; Stogl, D.; Hein, B.; Kroger, T.
2019. IEEE/RSJ International Conference on Intelligent Robots and Systems, November 4 - 8, 2019, The Venetian Macao, Macau, China, 7777–7783, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS40897.2019.8968060

Spatial Control Actions for a Physical Training with a Smart Walker
Stogl, D.; Wern, P.; Hein, B.; Hartmann, D.
2019. 2019 International Symposium ELMAR, Zadar, Croatia, 23-25 Sept. 2019, 131–134, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ELMAR.2019.8918658

Improving Data Efficiency of Self-supervised Learning for Robotic Grasping
Berscheid, L.; Rühr, T.; Kröger, T.
2019. 2019 International Conference on Robotics and Automation (ICRA), Montreal, QC, Canada, Canada, 20-24 May 2019, 2125–2131, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA.2019.8793952

Robotics Education and Research at Scale: A Remotely Accessible Robotics Development Platform
Wiedmeyer, W.; Mende, M.; Hartmann, D.; Bischoff, R.; Ledermann, C.; Kröger, T.
2019. IEEE International Conference on Robotics and Automation (ICRA), Montreal, CDN, May 20-24, 2019, 3679–3685, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA.2019.8793976

Metric-based evaluation of fiducial markers for medical procedures
Kunz, C.; Genten, V.; Meissner, P.; Hein, B.
2019. Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, CA, February 16-21, 2019. Ed.: B. Fei, 97, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2511720

Robot-Based Training for People With Mild Cognitive Impairment
Stogl, D.; Armbruster, O.; Mende, M.; Hein, B.; Wang, X.; Meyer, P.
2019. IEEE Robotics and automation letters, 4 (2), 1916–1923. doi:10.1109/LRA.2019.2898470

13: Projektmanagement im Zeitalter der Digitalisierung, WS 2018/19, 29.01.2019
Kröger, T.
2019. (KIT | Webcast, Ed.). doi:10.5445/DIVA/2019-105

Evaluation of domain randomization techniques for transfer learning
Grün, S.; Honinger, S.; Scheikl, P. M.; Hein, B.; Kröger, T.
2019. 19th International Conference on Advanced Robotics (ICAR), Belo Horizonte, Brasil, December 02-06, 2019, 481–486, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICAR46387.2019.8981654

Robot Learning of Shifting Objects for Grasping in Cluttered Environments
Berscheid, L.; Meißner, P.; Kröger, T.
2019. 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 612–618, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS40897.2019.8968042

Study of safe sensor configurations in human robot collaboration
Baek, W.; Huang, S.; Ledermann, C.; Kröger, T.; Kirsten, R.
2019. 20. GMA/ITG-Fachtagung Sensoren und Messsysteme, Nürnberg, 25.-26.Juni 2019. Proceedings, 93–99, AMA Service. doi:10.5162/sensoren2019/1.3.4

Overview of a robot for a neuromuscular training - Robotrainer
Stogl, D.; Hein, B.; Mende, M.
2019. Proceedings of the European Conference on Mobile Robots (ECMR 2019), Praha, CZ, September 4-6, 2019. Ed.: L. Preucil, Article No.8870955, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ECMR.2019.8870955

Fast Volumetric Auto-Segmentation of Head CT Images in Emergency Situations for Ventricular Punctures
Kunz, C.; Henrich, P.; Scheikl, P. M.; Hlavac, M.; Schneider, M.; Heinz, W.; Hein, B.; Mathis-Ullrich, F.
2019. CURAC 2019 - 18. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, Reutlingen, 19. - 21. September 2019. Hrsg.: O. Burgert, 41–46, Hochschule

ROBDEKON: Robotic Systems for Decontamination in Hazardous Environments
Petereit, J.; Beyerer, J.; Asfour, T.; Gentes, S.; Hein, B.; Hanebeck, U. D.; Kirchner, F.; Dillmann, R.; Gotting, H. H.; Weiser, M.; Gustmann, M.; Egloffstein, T.
2019. IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR 2019), Würzburg, September 2-4, 2019, 249–255, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SSRR.2019.8848969

Augmented reality-assisted ventricular puncture with marker-based scene registration
Kunz, C.; Schneider, M.; Hlavac, M.; Zenth, D.; Pylatiuk, C.; Hein, B.
2019. International journal of computer assisted radiology and surgery, 14 (Suppl. 1), S151-S152

PaintRL: Coverage Path Planning for Industrial Spray Painting with Reinforcement Learning
Kiemel, J. C.; Yang, P.; Meißner, P.; Kröger, T.
2019. Workshop on Closing the Reality Gap in Sim2real Transfer for Robotic Manipulation, Freiburg, June 23, 2019

Human intention estimation based on hidden Markov model motion validation for safe flexible robotized warehouses
Petković, T.; Puljiz, D.; Marković, I.; Hein, B.
2019. Robotics and computer integrated manufacturing, 57, 182–196. doi:10.1016/j.rcim.2018.11.004

Towards a Real-Time Environment Reconstruction for VR-Based Teleoperation Through Model Segmentation
Kohn, S.; Blank, A.; Puljiz, D.; Zenkel, L.; Bieber, O.; Hein, B.; Franke, J.
2018. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018), Madrid, E, October 1-5, 2018, 1–9, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS.2018.8594053

Model-Free Grasp Planning for Configurable Vacuum Grippers
You, F.; Mende, M.; Stogl, D.; Hein, B.; Kroger, T.
2018. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018), Madrid, E, October 1-5, 2018, 4554–4561, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS.2018.8594227

Material Recognition Using a Capacitive Proximity Sensor with Flexible Spatial Resolution
Alagi, H.; Heiligl, A.; Navarro, S. E.; Kroegerl, T.; Hein, B.
2018. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, 1-5 Oct. 2018, 6284–6290, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS.2018.8593789

Concept Learning in AutomationML with Formal Semantics and Inductive Logic Programming
Hua, Y.; Hein, B.
2018. 2018 IEEE 14th International Conference on Automation Science and Engineering (CASE), München, 20. - 24. August 2018, 1542–1547, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/COASE.2018.8560541

05: Blick „über den Teich“: Die Vorlesungsaufzeichnung Stanford und KIT im Vergleich
Kröger, T.
2018. (Zentrum für Mediales Lernen (ZML), Ed.). doi:10.5445/DIVA/2018-79

Implementation of Augmented Reality in Autonomous Warehouses: Challenges and Opportunities
Puljiz, D.; Gorbachev, G.; Hein, B.
2018. VAM-HRI 2018 Workshop Proceedings

Concept learning in engineering based on refinement operator
Hua, Y.; Hein, B.
2018. Up-and-Coming and Short Papers of the 28th International Conference on Inductive Logic Programming (UCS-ILP 2018) Ferrara, I, September 2-4, 2018, 76–83, RWTH Aachen

Inspection Planning for Optimized Coverage of Geometrically Complex Surfaces
Mohammadikaji, M.; Bergmann, S.; Irgenfried, S.; Beyerer, J.; Dachsbacher, C.; Worn, H.
2018. 2018 Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2018; Brescia; Italy; 16 April 2018 through 18 April 2018, 52–57, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/METROI4.2018.8428313

Deep Learning Based 3D Pose Estimation of Surgical Tools Using a RGB-D Camera at the Example of a Catheter for Ventricular Puncture
Reister, F.; Kunz, C.; Schneider, M.; Kroeger, T.
2018. 17. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC 2018), Leipzig, Germany, September 13–15, 2018

Deep Learning Based 3D Pose Estimation of Surgical Tools Using a RGB-D Camera at the Example of a Catheter for Ventricular Puncture
Reister, F.; Kunz, C.; Schneider, M.; Kroeger, T.
2018. 17. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC), Leipzig, 13 – 15 September 2018, 28–33, Universität Leipzig

A System for Augmented Reality Guided Ventricular Puncture Using a HoloLens: Design, Implementation and Initial Evaluation
Kunz, C.; Hlavac, M.; Schneider, M.; Hein, B.; Puljiz, D.; Peikert, S.
2018. CURAC 2018 - Tagungsband : 17. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V. : 13.-15. September 2018, Leipzig. Hrsg: T. Neumuth, 132–137, Universität Leipzig

Substitution and Complementation of Production Management Functions with Data Analytics
Colangelo, E.; Kröger, T.; Bauernhansl, T.
2018. Procedia CIRP, 72, 191–196. doi:10.1016/j.procir.2018.03.145

Substitution and Complementation of Production Management Functions with Data Analytics
Colangelo, E.; Kröger, T.; Bauernhansla, T.
2018. 51st CIRP Conference on Manufacturing Systems (CMS 2018), Stockholm, Sweden, May 16–18, 2018

Adaptive particle filter for localization problem in service robotics
Heilig, A.; Mamaev, I.; Hein, B.; Malov, D.
2018. Proceedings of the 13th International Conference on Electromechanics and Robotics "Zavalishin’s Readings", St. Petersburg, Russia, 18th - 21st April 2018, Art.Nr. 01004, EDP Sciences. doi:10.1051/matecconf/201816101004

Tracking, reconstruction and grasping of unknown rotationally symmetrical objects from a conveyor belt
Stogl, D.; Zumkeller, D.; Navarro, S. E.; Heilig, A.; Hein, B.
2018. 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation, Limassol, Cyprus, 12th - 15th September 2017, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA.2017.8247651

A versatile hardware and software toolset for computer aided inspection planning of machine vision applications
Irgenfried, S.; Wörn, H.; Bergmann, S.; Mohammadikajii, M.; Beyerer, J.; Dachsbacher, C.
2018. 38th International Conference on Information Systems Architecture and Technology, ISAT 2017; Szklarska Poreba; Poland; 17 September 2017 through 19 September 2017. Ed.: L. Borzemski, 326–335, Springer. doi:10.1007/978-3-319-67220-5_30

Machine Learning for Capacitive Proximity Sensor Data
Madani, B.; Alagi, H.; Hein, B.; Arntzen, A. A.
2017. Proceedings of the Society for Design and Process Science Transformative Research and Education through Transdisciplinary MeansTM. Ed.: L. Jololian, 214–219, Society for Design and Process Science

25: Echtzeitsysteme, Gastvorlesung, SS 2017, 18.07.2017
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Modulare und Wandlungsfähige Robotersysteme: Modellbasierte Softwareentwicklung basierend auf AutomationML und ontologischer Semantik
Hua, Y.; Mende, M.; Hein, B.
2017. Industrie 4.0 Management, (6), 33–37

Image formation simulation for computer-aided inspection planning of machine vision systems
Irgenfried, S.; Bergmann, S.; Mohammadikaji, M.; Beyerer, J.; Dachsbacher, C.; Wörn, H.
2017. Automated Visual Inspection and Machine Vision II - SPIE Optical Metrology, Munich, Germany, 25 - 29 June 2017. Ed.: J. Beyerer, 1033406, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2269166

CAD-basierter Workflow für den semi-automatischen Entwurf optischer Inspektionssysteme [CAD based workflow for semi-automatic design of optical inspection systems]
Irgenfried, S.; Wörn, H.; Bergmann, S.; Mohammadikaji, M.; Beyerer, J.; Dachsbacher, C.
2017. Automatisierungstechnik, 65 (6), 426–439. doi:10.1515/auto-2017-0044

Probabilistic surface inference for industrial inspection planning
Mohammadikaji, M.; Bergmann, S.; Irgenfried, S.; Beyerer, J.; Dachsbacher, C.; Wörn, H.
2017. 17th IEEE Winter Conference on Applications of Computer Vision, Santa Rosa, United States, 24. - 31. March, 2017, 1008–1016, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV.2017.117

Polymer planar waveguide Bragg gratings: fabrication, characterization, and sensing applications
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2017. Integrated Optics: Devices, Materials, and Technologies XXI, San Francisco, CA, January 30 - February 1, 2017. Ed.: S.M. Garcia-Blanco, Article no 101061N, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2249830

Dex-net 1.0: A cloud-based network of 3d objects for robust grasp planning using a multi-armed bandit model with correlated rewards
Mahler, J.; Pokorny, F. T.; Hou, B.; Roderick, M.; Laskey, M.; Aubry, M.; Kohlhoff, K.; Kröger, T.; Kuffner, J.; Goldberg, K.
2016. Proceedings of the International Conference on Robotics and Automation (ICRA 2016), Stockholm, S, May 16-21, 2016, 1957–1964, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA.2016.7487342

Konzeptionierung und Implementierung eines Interpretationssystem zur Situationserkennung in OP:Sense
Schreiter, L.; Wörtwein, T.; Jöchner, M.; Hussain, J.; Wörn, H.; Raczkowsky, J.
2016. Tagungsband der 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC) Bern, Switzerland, September 29 - October 1, 2016, 268–271, Der Andere Verlag

Situation Detection for an Interactive Assistance in Surgical Interventions Based on Random Forests
Schreiter, L.; Philipp, P.; Giehl, J.; Fischer, Y.; Raczkowsky, J.; Schwarz, M.; Beyerer, J.; Wörn, H.
2016. International journal of computer assisted radiology and surgery, 11 (Supplement 1), 115–116

Situation Detection for an Interactive Assistance in Surgical Interventions Based on Dynamic Bayesian Networks
Philipp, P.; Schreiter, L.; Giehl, J.; Fischer, Y.; Raczkowsky, J.; Schwarz, M.; Wörn, H.; Beyerer, J.
2016. Proceedings of the 6th Joint Workshop On New Technologies for Computer/Robot Assisted Surgery, CRAS 2016, Pisa, Italy, 12th - 14th September 2016

Intuitive workflow editor for OWL based semantic networks in medical environment
Dürr, S.; Huck, A.; Schreiter, L.; Beyl, T.; Giehl, J.; Schwarz, M.; Raczkowsky, J.; Wörn, H.
2016. International journal of computer assisted radiology and surgery, 11 (Supplement 1), 114–115

Semantic object-oriented programming (SOOP)
Weber, F.; Bihlmaier, A.; Wörn, H.
2016. 46. Jahrestagung der Gesellschaft fur Informatik - 46th Annual Meeting of the German Informatics Society, INFORMATIK 2016; Klagenfurt; Austria; 26 September 2016 through 30 September 2016. Ed.: H. C. Mayr, 313–326, Gesellschaft für Informatik (GI)

Performance Characterization in Automated Optical Inspection using CAD Models and Graphical Simulations
Mohammadikaji, M.; Bergmann, S.; Irgenfried, S.; Beyerer, J.; Dachsbacher, C.; Wörn, H.
2016. XXX. Messtechnisches Symposium, Hannover, 15. - 16. September 2016, 141–150, Oldenbourg Verlag. doi:10.1515/9783110494297-019

A Phenomenological Approach to Integrating Gaussian Beam Properties and Speckle into a Physically-Based Renderer
Bergmann, S.; Mohammadikaji, M.; Irgenfried, S.; Wörn, H.; Beyerer, J.; Dachsbacher, C.
2016. VMV 2016 : 21th International Symposium on Vision, Modeling and Visualization, Bayreuth, Germany, 10-12 October 2016. Ed.: M. Hullin, 179–186, Eurographics Association. doi:10.2312/vmv.20161357

Flexible Spatial Resolution for Preshaping with a Modular Capacitive Tactile Proximity Sensor
Escaida Navarro, S.; Alagi, H.; Heilig, A.; Mende, M.; Hein, B.
2016. IROS 2016 : 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems : October 9-14, 2016, Daejeon Convention Center, Daejeon, Korea, 3–5, Institute of Electrical and Electronics Engineers (IEEE)

Endosnake—a single-arm-multi-port MIRS system with flexible instruments
Mintenbeck, J.; Ledermann, C.; Estaña, R.; Wörn, H.
2016. 13th International Conference on Intelligent Autonomous Systems, IAS 2014; Padova; Italy; 15 July 2014 through 18 July 2014. Ed.: E. Menegatti, 1107–1117, Springer International Publishing. doi:10.1007/978-3-319-08338-4_80

Model-Free (Human) Tracking Based on Ground Truth with Time Delay: A 3D Camera Based Approach for Minimizing Tracking Latency and Increasing Tracking Quality
Nicolai, P.; Raczkowsky, J.; Wörn, H.
2016. Informatics in Control, Automation and Robotics 12th International Conference, ICINCO 2015 Colmar, France, July 21-23, 2015 Revised Selected Papers. Ed.: J. Filipe, 247–266, Springer International Publishing. doi:10.1007/978-3-319-31898-1_14

Hierarchical Task Networks as Domain-Specific Language for Planning Surgical Interventions
Bihlmaier, A.; Schreiter, L.; Raczkowsky, J.; Wörn, H.
2016. 13th International Conference on Intelligent Autonomous Systems, IAS 2014; Padova; Italy; 15 July 2014 through 18 July 2014. Ed.: E. Menegatti, 1095–1105, Springer International Publishing. doi:10.1007/978-3-319-08338-4_79

Knowledge-based workspace optimization of a redundant robot for minimally invasive robotic surgery (MIRS)
Hutzl, J.; Bihlmaier, A.; Wagner, M.; Kenngott, H. G.; Muller, B. P.; Worn, H.
2016. IEEE International Conference on Robotics and Biomimetics, IEEE-ROBIO 2015; Zhuhai Dehan HotelNo.2 Jida RoadZhuhai; China; 6 December 2015 through 9 December 2015, 1403–1408, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ROBIO.2015.7418967

From AutomationML to ROS: A model-driven approach for software engineering of industrial robotics using ontological reasoning
Hua, Y.; Zander, S.; Bordignon, M.; Hein, B.
2016. 2016 IEEE 21st International Conference on Emerging Technologies and Factory Automation (ETFA), Berlin, Germany, 6–9 September 2016, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA.2016.7733579

Time-of-flight-assisted Kinect camera-based people detection for intuitive human robot cooperation in the surgical operating room
Beyl, T.; Nicolai, P.; Comparetti, M. D.; Raczkowsky, J.; De Momi, E.; Woern, H.
2016. International journal of computer assisted radiology and surgery, 11 (7), 1329–1345. doi:10.1007/s11548-015-1318-7

Towards a generic BRDF/BTF measurement system: Improving visual realism in robot simulators using robots
Bihlmaier, A.; Stein, F.; Worn, H.
2016. IEEE International Conference on Emerging Technologies and Innovative Business Practices for the Transformation of Societies (EmergiTech), Mauritius, 3–6 August 2016, 410–416, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EmergiTech.2016.7737376

3D contour following for a cylindrical end-effector using capacitive proximity sensors
Navarro, S. E.; Koch, S.; Hein, B.
2016. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Daejeon, South Korea, 9–14 October 2016, 82–89, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IROS.2016.7759038

Towards 1-component Bragg-grating based shape sensing
Pauer, H.; Rosenberger, M.; Girschikofsky, M.; Hellmann, R.; Tuschmann, W.; Woern, H.
2016. 19th International Conference on Information Fusion (FUSION), Heidelberg, Germany, 5-8 July 2016, 1909–1915, Institute of Electrical and Electronics Engineers (IEEE)

Reducing elevation angle errors of long-range deep-sea acoustic localization by ray tracing and depth measurements
Oertel, D.; Neumann, S.; Worn, H.; Golz, M.; Waniek, J. J.
2016. IEEE International Conference on Advanced Intelligent Mechatronics (AIM), Banff, Canada, 12-15 July 2016, 178–183, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AIM.2016.7576763

Flexible Polymer Shape Sensor Based on Planar Waveguide Bragg Gratings
Rosenberger, M.; Pauer, H.; Girschikofsky, M.; Woern, H.; Schmauss, B.; Hellmann, R.
2016. IEEE photonics technology letters, 28 (17), 1898–1901. doi:10.1109/LPT.2016.2574889

A versatile and modular capacitive tactile proximity sensor
Alagi, H.; Navarro, S. E.; Mende, M.; Hein, B.
2016. 24th IEEE Haptics Symposium 2016, HAPTICS 2016; Philadelphia; United States; 8 April 2016 through 11 April 2016. Ed.: S. Choi, 290–296, IEEE Computer Society. doi:10.1109/HAPTICS.2016.7463192

3D perception technologies for surgical operating theatres
Beyl, T.; Schreiter, L.; Nicolai, P.; Raczkowsky, J.; Wörn, H.
2016. Studies in health technology and informatics, 220, 45–50. doi:10.3233/978-1-61499-625-5-45

Hybrid rendering architecture for realtime and photorealistic simulation of robot-assisted surgery
Müller, S.; Bihlmaier, A.; Irgenfried, S.; Wörn, H.
2016. Studies in Health Technology and Informatics, 220, 245–250. doi:10.3233/978-1-61499-625-5-245

A Haptic Display for Tactile and Kinesthetic Feedback in a CHAI 3D Palpation Training Scenario
Hergenhan, J.; Rutschke, J.; Uhl, M.; Navarro, S. E.; Hein, B.; Wörn, H.
2016. IEEE International Conference on Robotics and Biomimetics, IEEE-ROBIO 2015; Zhuhai Dehan HotelNo.2 Jida RoadZhuhai; China; 6 December 2015 through 9 December 2015, 291–296, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ROBIO.2015.7418782

Advanced ROS Network Introspection (ARNI)
Bihlmaier, A.; Hadlich, M.; Wörn, H.
2016. Robot Operating System (ROS) - The Complete Reference (Volume 1). Ed.: A. Koubaa, 651–670, Springer. doi:10.1007/978-3-319-26054-9_25