Universität Bonn: Autonomous Intelligent Systems Group  Autonomous Intelligent Systems: NimbRo @Home

Publications

2025

Raphael Memmesheimer, Jan Nogga, Bastian Pätzold, Evgenii Kruzhkov, Simon Bultmann, Michael Schreiber, Jonas Bode, Bertan Karacora, Juhui Park, Alena Savinykh, and Sven Behnke:
RoboCup@Home 2024 OPL Winner NimbRo: Anthropomorphic Service Robots using Foundation Models for Perception and Planning
Accepted for: RoboCup 2024: Robot World Cup XXVII, Springer, to appear 2025.

Svetlana Seliunina, Artem Otelepko, Raphael Memmesheimer, and Sven Behnke:
Person Segmentation and Action Classification for Multi-Channel Hemisphere Field of View LiDAR Sensors
Accepted for IEEE/SICE International Symposium on System Integration (SII), Munich, Germany, January 2025.

2024

Jonas Bode, Bastian Pätzold, Raphael Memmesheimer, and Sven Behnke:
A Comparison of Prompt Engineering Techniques for Task Planning and Execution in Service Robotics
In Proceedings of IEEE-RAS 23rd International Conference on Humanoid Robots (Humanoids), Nancy, France, November 2024.

Sven Behnke:
Towards Conscious Service Robots
Keynote abstract. 40th Anniversary of the IEEE International Conference on Robotics and Automation (ICRA@40), Rotterdam, Netherlands, September 2024.

Anas Gouda, Max Schwarz, Christopher Reining, Sven Behnke, and Alice Kirchheim:
Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic Grasping
Accepted for IEEE 20th International Conference on Automation Science and Engineering (CASE), Bari, Italy, August 2024.

Raphael Memmesheimer, Martina Overbeck, Bjoern Kral, Lea Steffen, Sven Behnke, Martin Gersch, and Arne Roennau:
Cleaning Robots in Public Spaces: A Survey and Proposal for Benchmarking Based on Stakeholders Interviews
In Proceedings of 27th RoboCup International Symposium, Eindhoven, Netherlands, July 2024.

Raphael Memmesheimer, Jan Nogga, Alena Savinykh, Evgenii Kruzhkov, Jonas Bode, Bastian Pätzold, Helin Cao, Simon Bultmann, and Sven Behnke:
NimbRo@Home 2024 Open Platform League Team Description
In: RoboCup@Home League Team Descriptions, Eindhoven, Netherlands, July 2024.

Malte Mosbach and Sven Behnke:
Grasp Anything: Combining Teacher-Augmented Policy Gradient Learning with Instance Segmentation to Grasp Arbitrary Objects
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, May 2024.
[Video] [Project Page]

Arul Selvam Periyasamy and Sven Behnke:
MOTPose: Multi-object 6D Pose Estimation for Dynamic Video Sequences using Attention-based Temporal Fusion
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, May 2024.
[Video] [Project Page]

2023

Arne Rönnau, Pascal Becker und Sven Behnke [Hrsg.]:
Roboter für Assistenzfunktionen: Konzeptstudien für die Interaktion in der Praxis
KIT Scientific Publishing, 795 S., Dezember 2023.

Arne Roennau, Martina Overbeck, Sven Behnke, Martin Gersch, Björn Kral, Werner Varro, and Pascal Becker:
Towards More Robotic Assistance for Everyday Life
In: Arne Rönnau, Pascal Becker und Sven Behnke (Editors): Roboter für Assistenzfunktionen: Konzeptstudien für die Interaktion in der Praxis, KIT Scientific Publishing, pp. 1-69, December 2023.

Arul Selvam Periyasamy, Vladimir Tsaturyan, and Sven Behnke:
Efficient Multi-Object Pose Estimation using Multi-Resolution Deformable Attention and Query Aggregation
In Proceedings of IEEE International Conference on Robotic Computing (IRC), Laguna Hills, USA, December 2023.

Arul Selvam Periyasamy, Arash Amini, Vladimir Tsaturyan, and Sven Behnke:
YOLOPose V2: Understanding and Improving Transformer-based 6D Pose Estimation
Robotics and Autonomous Systems, 168:104490, Elsevier, 2023.

Malte Mosbach and Sven Behnke:
Learning Generalizable Tool Use with Non-rigid Grasp-pose Registration
In Proceedings of IEEE 19th International Conference on Automation Science and Engineering (CASE), Auckland, New Zealand, August 2023.
Best Conference Paper Award.
[Project Page]

Dmytro Pavlichenko and Sven Behnke:
Deep Reinforcement Learning of Dexterous Pre-grasp Manipulation for Human-like Functional Categorical Grasping
In Proceedings of IEEE 19th International Conference on Automation Science and Engineering (CASE), Auckland, New Zealand, August 2023.
[Video]

Raphael Memmesheimer, Jonas Bode, Malte Splietker, Simon Bultmann, Benedikt T. Imbusch, and Sven Behnke:
NimbRo@Home 2023 Open Platform League Team Description
In: RoboCup@Home League Team Descriptions, Bordeaux, France, July 2023.

Simon Bultmann, Raphael Memmesheimer, and Sven Behnke:
External Camera-based Mobile Robot Pose Estimation for Collaborative Perception with Smart Edge Sensors
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), London, UK, June 2023.
[Video]

Arul Selvam Periyasamy and Sven Behnke:
Towards 3D Scene Understanding Using Differentiable Rendering
SN Computer Science 4(3):245, March 2023.

2022

Arul Selvam Periyasamy, Luis Denninger, and Sven Behnke:
Learning Implicit Probability Distribution Functions for Symmetric Orientation Estimation from RGB Images Without Pose Labels
In Proceedings of 6th IEEE International Conference on Robotic Computing (IRC), Naples, Italy, December 2022.

Malte Mosbach and Sven Behnke:
Efficient Representations of Object Geometry for Reinforcement Learning of Interactive Grasping Policies
In Proceedings of 6th IEEE International Conference on Robotic Computing (IRC), Naples, Italy, December 2022.
[Project Page]

Julian Hau, Simon Bultmann, and Sven Behnke:
Object-level 3D Semantic Mapping using a Network of Smart Edge Sensors
In Proceedings of 6th IEEE International Conference on Robotic Computing (IRC), Naples, Italy, December 2022.

Dmytro Pavlichenko and Sven Behnke:
Flexible-Joint Manipulator Trajectory Tracking with Two-Stage Learned Model utilizing a Hardwired Forward Dynamics Prediction
International Journal of Semantic Computing (IJSC), 16(3):403 - 423, World Scientific, November 2022.

Malte Mosbach, Kara Moraw, and Sven Behnke:
Accelerating Interactive Human-like Manipulation Learning with GPU-based Simulation and High-quality Demonstrations
In Proceedings of IEEE-RAS 21st International Conference on Humanoid Robots (Humanoids), Ginowan, Okinawa, Japan, November 2022.
[Project Page]

Bastian Pätzold, Simon Bultmann, and Sven Behnke:
Online Marker-free Extrinsic Camera Calibration using Person Keypoint Detections
In Proceedings of 44th DAGM German Conference on Pattern Recognition (GCPR), pp. 300-316, Konstanz, LNCS 13485, Springer, September 2022.
[Video] [Source]

Benedikt T. Imbusch, Max Schwarz, and Sven Behnke:
Synthetic-to-Real Domain Adaptation using Contrastive Unpaired Translation
In Proceedings of 18th IEEE International Conference on Automation Science and Engineering (CASE), Mexico City, Mexico, August 2022.
[Video]

Radu Alexandru Rosu and Sven Behnke:
NeuralMVS: Bridging Multi-View Stereo and Novel View Synthesis
In Proceedings of International Joint Conference on Neural Networks (IJCNN), Padova, Italy, July 2022.
[Project Page]

Andre Rochow, Max Schwarz, Michael Weinmann, and Sven Behnke:
FaDIV-Syn: Fast Depth-Independent View Synthesis using Soft Masks and Implicit Blending
In Proceedings of Robotics: Science and Systems (RSS), New York, USA, June 2022.
[Video] [Supplementary Material] [Sources]

Arash Amini, Arul Selvam Periyasamy, and Sven Behnke:
YOLOPose: Transformer-based Multi-Object 6D Pose Estimation using Keypoint Regression
In Proceedings of 17th International Conference on Intelligent Autonomous Systems (IAS), Zagreb, Croatia, June 2022.
Best Paper Award.

Simon Bultmann and Sven Behnke:
3D Semantic Scene Perception using Distributed Smart Edge Sensors
In Proceedings of 17th International Conference on Intelligent Autonomous Systems (IAS), Zagreb, Croatia, June 2022.
[Video]

Dmytro Pavlichenko and Sven Behnke:
Real-Robot Deep Reinforcement Learning: Improving Trajectory Tracking of Flexible-Joint Manipulator with Reference Correction
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Philadelphia (PA), USA, May 2022.
[Videos]

Arul Selvam Periyasamy, Max Schwarz, and Sven Behnke:
Iterative 3D Deformable Registration from Single-View RGB Images Using Differentiable Rendering
In Proceedings of 17th International Conference on Computer Vision Theory and Applications (VISAPP), February 2022.
Finalist for Student Paper Award.

Diego Rodriguez, Florian Huber, and Sven Behnke:
Category-level Part-based 3D Object Non-rigid Registration
In Proceedings of 17th International Conference on Computer Vision Theory and Applications (VISAPP), February 2022.
Best Poster Award. [Poster]

Arul Selvam Periyasamy, Catherine Capellen, Max Schwarz, and Sven Behnke:
ConvPoseCNN2: Prediction and Refinement of Dense 6D Object Pose
In: Imaging and Computer Graphics Theory and Applications. VISIGRAPP 2020. Communications in Computer and Information Science (CCIS), vol. 1474, pp. 353-371, Springer, January 2022.

2021

Dmytro Pavlichenko and Sven Behnke:
Flexible-Joint Manipulator Trajectory Tracking with Learned Two-Stage Model employing One-Step Future Prediction
In Proceedings of 5th IEEE International Conference on Robotic Computing (IRC), Taichung, Taiwan, November 2021.
[Video]

Arash Amini, Arul Selvam Periyasamy, and Sven Behnke:
T6D-Direct: Transformers for Multi-Object 6D Pose Direct Regression
In Proceedings of DAGM German Conference on Pattern Recognition (GCPR), Bonn, Germany, September 2021.
[Video]

Simon Bultmann and Sven Behnke:
Real-Time Multi-View 3D Human Pose Estimation using Semantic Feedback to Smart Edge Sensors
In Proceedings of Robotics: Science and Systems (RSS), July 2021.
[Video] [Source]

Moritz Zappel, Simon Bultmann, and Sven Behnke:
6D Object Pose Estimation using Keypoints and Part Affinity Fields
In Proceedings of 24th RoboCup International Symposium, June 2021.
Finalist for Best Paper Award
[Video]

Diego Rodriguez:
Learning Grasping and Walking Motion Generation for Humanoid Robots
Dissertation, Mathematisch-Naturwissenschaftliche Fakultät, Universität Bonn, April 2021.

2020

Diego Rodriguez, Florian Huber, and Sven Behnke:
Category-Level 3D Non-Rigid Registration from Single-View RGB Images
In Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Las Vegas, USA, October 2020.
[Video]

Max Schwarz and Sven Behnke:
Stillleben: Realistic Scene Synthesis for Deep Learning in Robotics
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Paris, France, May 2020.
[Source code] [Presentation video]

Catherine Capellen, Max Schwarz, and Sven Behnke:
ConvPoseCNN: Dense Convolutional 6D Object Pose Estimation
In Proceedings of 15th International Conference on Computer Vision Theory and Applications (VISAPP), pp. 162-172, Valletta, Malta, February 2020.

Umashankar Deekshith, Nishit Gajjar, Max Schwarz, and Sven Behnke:
Visual Descriptor Learning from Monocular Video
In Proceedings of 15th  International Conference on Computer Vision Theory and Applications (VISAPP), pp. 444-451, Valletta, Malta, February 2020.

2019

Max Schwarz and Sven Behnke:
Semantic RGB-D Perception for Cognitive Service Robots
In: RGB-D Image Analysis and Processing, pp. 285-308, Springer, December 2019.

Dmytro Pavlichenko, Diego Rodriguez, Christian Lenz, Max Schwarz, and Sven Behnke:
Autonomous Bimanual Functional Regrasping of Novel Object Class Instances
In Proceedings of IEEE-RAS International Conference on Humanoid Robots (Humanoids), Toronto, Canada, October 2019.
[Video]

Arul Selvam Periyasamy, Max Schwarz, and Sven Behnke:
Refining 6D Object Pose Predictions using Abstract Render-and-Compare
In Proceedings of IEEE-RAS International Conference on Humanoid Robots (Humanoids), Toronto, Canada, October 2019.
[Video]

Peer Schütt, Max Schwarz, and Sven Behnke:
Semantic Interaction in Augmented Reality Environments for Microsoft HoloLens
In Proceedings of European Conference on Mobile Robots (ECMR), Prague, Czech Republic, September 2019.
[Video}

2018

Dmytro Pavlichenko, Diego Rodriguez, Max Schwarz, Christian Lenz, Arul Selvam Periyasamy, and Sven Behnke:
Autonomous Dual-Arm Manipulation of Familiar Objects
In Proceedings of IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids), Beijing, China, November 2018.

Diego Rodriguez, Antonio Di Guardo, Antonio Frisoli, and Sven Behnke:
Learning Postural Synergies for Categorical Grasping through Shape Space Registration
In Proceedings of IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids), Beijing, China, November 2018.
[Software]

Arul Selvam Periyasamy, Max Schwarz, and Sven Behnke:
Robust 6D Object Pose Estimation in Cluttered Scenes using Semantic Segmentation and Pose Regression Networks
In Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, October 2018.
[Video]

Diego Rodriguez and Sven Behnke:
Transferring Category-based Functional Grasping Skills by Latent Space Non-Rigid Registration
IEEE Robotics and Automation Letters (RA-L), Special Issue on Learning and Control for Autonomous Manipulation Systems: the Role of Dimensionality Reduction, April 2018.
[Video]

Diego Rodriguez, Corbin Cogswell, Seongyong Koo, and Sven Behnke:
Transferring Grasping Skills to Novel Instances by Latent Space Non-Rigid Registration
Accepted for IEEE International Conference on Robotics and Automation (ICRA), Brisbane, Australia, May 2018.
[Video]

2017

Jan Quenzel, Radu Alexandru Rosu, Sebastian Houben, and Sven Behnke:
Online Depth Calibration for RGB-D Cameras using Visual SLAM
In Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, Canada, September 2017.
[Video]

Dmytro Pavlichenko and Sven Behnke:
Efficient Stochastic Multicriteria Arm Trajectory Optimization
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, Canada,September 2017.

2016 

Jörg Stückler, Max Schwarz, and Sven Behnke:
Mobile Manipulation, Tool Use, and Intuitive Interaction for Cognitive Service Robot Cosero
Frontiers in Robotics and AI, section Humanoid Robotics, vol. 3, November 2016.

Seongyong Koo and Sven Behnke:
Focused On-line Visual-Motor Coordination for a Dual-arm Robot Manipulator
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Stockholm, Sweden, May 2016.
[Video] [Source code]

2015

Dirk Holz, Alexandru-Eugen Ichim, Federico Tombari, Radu B. Rusu, and Sven Behnke:
Registration with the Point Cloud Library - A Modular Framework for Aligning in 3-D
IEEE Robotics and Automation Magazine, 22(4):110-124, December 2015.

Jörg Stückler, Benedikt Waldvogel, Hannes Schulz, and Sven Behnke:
Dense Real-Time Mapping of Object-Class Semantics from RGB-D Video
Journal of Real-Time Image Processing 10(4):599-609, Springer, 2015.

Max Schwarz and Sven Behnke:
NimbRo@Home Team Description for the RoboCup 2015 Competition
In RoboCup 2015 @Home League Team Descriptions, Hefei, China, July 2015.

Max Schwarz, Hannes Schulz, and Sven Behnke:
RGB-D Object Recognition and Pose Estimation based on Pre-trained Convolutional Neural Network Features
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Seattle, USA, May 2015.

Jörg Stückler and Sven Behnke:
Efficient Dense Rigid-Body Motion Segmentation and Estimation in RGB-D Video
International Journal of Computer Vision (IJCV) 113:233-245, Springer, 2015.

Jörg Stückler and Sven Behnke:
Perception of Deformable Objects and Compliant Manipulation for Service Robots
In Soft Robotics: From Theory to Applications, A. Verl, A. Albu-Schäffer, O. Brock, A. Raatz (Eds.), pp. 69-80, Springer Vieweg, 2015.

2014

Jörg Stückler and Sven Behnke:
Adaptive Tool-Use Strategies for Anthropomorphic Service Robots
In Proceedings of 14th IEEE-RAS International Conference on Humanoid Robots (Humanoids), Madrid, Spain, November 2014. 

Max Schwarz, Jörg Stückler, and Sven Behnke:
Mobile Teleoperation Interfaces for Domestic Service Robots
In Proceedings of Workshop on How to Make Best Use of a Human Supervisor for Semi-Autonomous Humanoid Operation, 14th IEEE-RAS International Conference on Humanoid Robots (Humanoids), Madrid, Spain, November 2014.

Jörg Stückler and Sven Behnke:
Video description: Demonstrating Adaptive Tool-Use with an Anthropomorphic Service Robot [Video]
In Proceedings of 14th IEEE-RAS International Conference on Humanoid Robots (Humanoids), Madrid, Spain, November 2014. 

David Schwarz, Max Schwarz, Jörg Stückler, and Sven Behnke:
Cosero, find my Keys! Object Localization and Retrieval using Bluetooth Low Energy Tags
In Proceedings of 18th RoboCup International Symposium, Joao Pessoa, Brasil, July 2014.

Jörg Stückler, David Droeschel, Kathrin Gräve, Dirk Holz, Michael Schreiber, Angeliki Topalidou-Kyniazopoulou, Max Schwarz, and Sven Behnke:
Increasing Flexibility of Mobile Manipulation and Intuitive Human-Robot Interaction in RoboCup@Home
RoboCup 2013: Robot World Cup XVII, Lecture Notes in Computer Science 8371, pp. 135-146, Springer, 2014.

Max Schwarz, Jörg Stückler, David Droeschel, Kathrin Gräve, Dirk Holz, Michael Schreiber, and Sven Behnke:
NimbRo@Home 2014 Team Description
In RoboCup 2014 @Home League Team Descriptions, João Pessoa, Brasil, July 2014.

Ricarda Steffens, Matthias Nieuwenhuisen, and Sven Behnke:
Continuous Motion Planning for Service Robots with Multiresolution in Time
In Proceedings of 13th International Conference on Intelligent Autonomous Systems (IAS), Padova, Italy, July 2014.

Jörg Stückler and Sven Behnke:
Efficient Deformable Registration of Multi-Resolution Surfel Maps for Object Manipulation Skill Transfer
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Hong Kong, May 2014.

Max Schwarz, Jörg Stückler, and Sven Behnke:
Mobile Teleoperation Interfaces with Adjustable Autonomy for Personal Service Robots
In Proceedings of the 9th ACM/IEEE International Conference on Human-Robot Interaction (HRI), Bielefeld, Germany, 2014.

Jörg Stückler and Sven Behnke:
Multi-Resolution Surfel Maps for Efficient Dense 3D Modeling and Tracking
Journal of Visual Communication and Image Representation 25(1):137-147, January 2014.
[source code]

2013

Jörg Stückler, Ricarda Steffens, Dirk Holz, and Sven Behnke:
Efficient 3D object perception and grasp planning for mobile manipulation in domestic environments
Robotics and Autonomous Systems 61(10):1106-1115, October 2013. 

Jörg Stückler and Sven Behnke:
Hierarchical Object Discovery and Dense Modelling From Motion Cues in RGB-D Video
In Proceedings of 23rd International Joint Conference on Artificial Intelligence (IJCAI), Beijing, China, August 2013.

Ishrat Badami, Jörg Stückler, and Sven Behnke:
Depth-Enhanced Hough Forests for Object-Class Detection and Continuous Pose Estimation
In 3rd Workshop on Semantic Perception, Mapping and Exploration (SPME), Karlsruhe, in conjunction with ICRA 2013.

Jörg Stückler, Ishrat Badami, David Droeschel, Kathrin Gräve, Dirk Holz, Manus McElhone, Matthias Nieuwenhuisen, Michael Schreiber, Max Schwarz, and Sven Behnke:
NimbRo@Home: Winning Team of the RoboCup@Home Competition 2012.
RoboCup 2012, Robot Soccer World Cup XVI,  LNCS 7500, pp. 94-105, Springer, 2013.

2012

Uwe Hubert, Jörg Stückler, and Sven Behnke:
Bayesian Calibration of the Hand-Eye Kinematics of an Anthropomorphic Robot
In Proceedings of IEEE-RAS International Conference on Humanoid Robots (Humanoids), Osaka, Japan, December 2012.

Kathrin Gräve and Sven Behnke:
Incremental Action Recognition and Generalizing Motion Generation based on Goal-Directed Features
In Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vilamoure, Portugal, October 2012.

Jörg Stückler, Nenad Biresev, and Sven Behnke:
Semantic Mapping Using Object-Class Segmentation of RGB-D Images
In Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vilamoure, Portugal, October 2012.

Jörg Stückler and Sven Behnke:
Integrating Depth and Color Cues for Dense Multi-Resolution Scene Mapping Using RGB-D Cameras
In Proceedings of IEEE International Conference on Multisensor Fusion and Information Integration (MFI), Hamburg, Germany, September 2012.

Sebastian Muszynski, Jörg Stückler, and Sven Behnke:
Adjustable Autonomy for Mobile Teleoperation of Personal Service Robots
In Proceedings of IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), Paris, France, September 2012.

Torsten Fiolka, Jörg Stückler, Dominik Alexander Klein, Dirk Schulz, and Sven Behnke:
SURE: Surface Entropy for Distinctive 3D Features
In Proc. of Spatial Cognition 2012, Seeon, Germany, September 2012.

Jörg Stückler and Sven Behnke:
Model Learning and Real-Time Tracking using Multi-Resolution Surfel Maps
In Proc. of the 26th AAAI Conference on Artificial Intelligence (AAAI-12), Toronto, Canada, July 2012.

Jörg Stückler, David Dröschel, Kathrin Gräve, Dirk Holz, Michael Schreiber, and Sven Behnke:
NimbRo @Home 2012 Team Description
In RoboCup 2012 @Home League team descriptions, Mexico City, June 2012.

Jörg Stückler, Dirk Holz, and Sven Behnke:
RoboCup@Home: Demonstrating Everyday Manipulation Skills in RoboCup@Home
IEEE Robotics & Automation Magazine 19(2):34-42, June 2012.

Jörg Stückler and Sven Behnke:
Benchmarking Mobile Manipulation in Everyday Environments
In Proc. of the IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO), Munich, Germany, May 2012.

Jochen Kläß, Jörg Stückler, and Sven Behnke:
Efficient Mobile Robot Navigation using 3D Surfel Grid Maps
In Proc. of the German Conference on Robotics (ROBOTIK), Munich, Germany, to appear May 2012.

Jörg Stückler and Sven Behnke:
Robust Real-Time Registration of RGB-D Images using Multi-Resolution Surfel Representations
In Proc. of the German Conference on Robotics (ROBOTIK), Munich, Germany, to appear May 2012.

Dirk Holz, Alexander J.B. Trevor, Michael Dixon, Suat Gedikli, Radu B. Rusu and Sven Behnke:
Fast Segmentation of RGB-D Images for Semantic Scene Understanding [Poster]
In Proc. of the ICRA Workshop on Semantic Perception and Mapping for Knowledge-enabled Service Robotics (SPMK),St. Paul, USA, May 2012.

Filip Muellers, Dirk Holz and Sven Behnke:
rxDeveloper: GUI-Aided Software Development in ROS [Slides]
In Proc. of the ICRA Workshop on Software Development and Integration in Robotics (SDIR), St. Paul, USA, May 2012.

Jörg Stückler, David Droeschel, Kathrin Gräve, Dirk Holz, Jochen Kläß, Michael Schreiber, Ricarda Steffens, and Sven Behnke.
Towards Robust Mobility, Flexible Object Manipulation, and Intuitive Multimodal Interaction for Domestic Service Robots.
In: RoboCup 2011: Robot Soccer World Cup XV, LNCS 7416, pp. 51-62, Springer, 2012.

2011

David Droeschel and Sven Behnke:
3D Body Pose Estimation using an Adaptive Person Model for Articulated ICP
In Proceedings of 4th International Conference on Intelligent Robotics and Applications (ICIRA), Aachen, December 2011.

Jörg Stückler and Sven Behnke:
Following Human Guidance to Cooperatively Carry a Large Object
In Proceedings of 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids), Bled, Slovenia, October 2011.

Jörg Stückler, Ricarda Steffens, Dirk Holz, and Sven Behnke:
Real-Time 3D Perception and Efficient Grasp Planning for Everyday Manipulation Tasks
In Proceedings of 5th European Conference on Mobile Robots (ECMR), Örebro, Sweden, September 2011.

Jörg Stückler and Sven Behnke:
Compliant Task-Space Control with Back-Drivable Servo Actuators
In Proceedings of the 15th RoboCup International Symposium, Istanbul, July 2011.
Winner of Best Paper Award.
In: RoboCup 2011: Robot Soccer World Cup XV, LNCS 7416, pp. 78-89, Springer, 2012.

Dirk Holz, Stefan Holzer, Radu Bogdan Rusu, and Sven Behnke:
Real-Time Plane Segmentation using RGB-D Cameras
In Proceedings of the 15th RoboCup International Symposium, Istanbul, July 2011.
In: RoboCup 2011: Robot Soccer World Cup XV, LNCS 7416, pp. 306-317, Springer, 2012.

Jörg Stückler, David Dröschel, Kathrin Gräve, Dirk Holz, Michael Schreiber, and Sven Behnke:
NimbRo @Home 2011 Team Description
In RoboCup 2011 @Home League team descriptions, Istanbul, July 2011.

David Droeschel, Jörg Stückler, Dirk Holz, and Sven Behnke
Towards Joint Attention for a Domestic Service Robot -- Person Awareness and Gesture Recognition using Time-of-Flight Cameras
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Shanghai, May 2011.

Jörg Stückler and Sven Behnke
Interest Point Detection in Depth Images through Scale-Space Surface Analysis
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Shanghai, May 2011.

David Droeschel, Jörg Stückler, and Sven Behnke
Learning to Interpret Pointing Gestures with a Time-of-Flight Camera
In Proceedings of  6th ACM/IEEE International Conference on Human-Robot Interaction (HRI), Lausanne, Switzerland, March 2011.

2010

Kathrin Gräve, Jörg Stückler, and Sven Behnke
Improving Imitated Grasping Motions through Interactive Expected Deviation Learning.
In Proceedings of IEEE-RAS International Conference on Humanoid Robots (Humanoids), Nashville, TN, December 2010.

Jörg Stückler and Sven Behnke
Combining Depth and Color Cues for Scale- and Viewpoint-Invariant Object Segmentation and Recognition using Random Forests
In Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Taipei, October 2010.

David Droeschel, Dirk Holz, and Sven Behnke
Multifrequency Phase Unwrapping for Time-of-Flight Cameras
In Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Taipei, October 2010.

Dirk Holz, Ruwen Schnabel, David Droeschel, Jörg Stückler and Sven Behnke
Towards Semantic Scene Analysis with Time-of-Flight Cameras
In Proceedings of 14th International RoboCup Symposium, Singapore, June 2010.

Jörg Stückler and Sven Behnke:
Improving People Awareness of Service Robots by Semantic Scene Knowledge
In Proceedings of 14th International RoboCup Symposium, Singapore, June 2010.

Jörg Stückler, David Dröschel, Kathrin Gräve, Dirk Holz, Michael Schreiber, and Sven Behnke:
NimbRo @Home 2010 Team Description
In RoboCup 2010 @Home League team descriptions, Singapore, June 2010.

Kathrin Gräve, Jörg Stückler, and Sven Behnke:
Learning Motion Skills from Expert Demonstrations and Own Experience using Gaussian Process Regression
In Proceedings of Joint 41st International Symposium on Robotics (ISR 2010) and 6th German Conference on Robotics (ROBOTIK 2010), Munich, Germany, June 2010.

Dirk Holz, Nicola Basilico, Francesco Amigoni, and Sven Behnke:
Evaluating the efficiency of frontier-based exploration strategies
In Proceedings of Joint 41st International Symposium on Robotics (ISR 2010) and 6th German Conference on Robotics (ROBOTIK 2010), Munich, Germany, June 2010.

Matthias Nieuwenhuisen, Jörg Stückler, and Sven Behnke:
Intuitive Multimodal Interaction for Domestic Service Robots
In Proceedings of Joint 41st International Symposium on Robotics (ISR 2010) and 6th German Conference on Robotics (ROBOTIK 2010), Munich, Germany, June 2010.

David Droeschel, Dirk Holz, and Sven Behnke:
Probabilistic Phase Unwrapping for Time-of-Flight Cameras
In Proceedings of Joint 41st International Symposium on Robotics (ISR 2010) and 6th German Conference on Robotics (ROBOTIK 2010), Munich, Germany, June 2010.

Matthias Nieuwenhuisen, Jörg Stückler, and Sven Behnke:
Improving Indoor Navigation of Autonomous Robots by an Explicit Representation of Doors
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Anchorage, Alaska, May 2010.

David Droeschel, Dirk Holz, Jörg Stückler, and Sven Behnke:
Using Time-of-Flight Cameras with Active Gaze Control for 3D Collision Avoidance
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Anchorage, Alaska, May 2010.

Dirk Holz and Sven Behnke:
Sancta Simplicitas - On the efficiency and achievable results of SLAM using ICP-Based Incremental Registration
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Anchorage, Alaska, May 2010.

Matthias Nieuwenhuisen, Jörg Stückler, and Sven Behnke:
Intuitive Multimodal Interaction for Service Robots
In Proceedings of 5th ACM/IEEE International Conference on Human-Robot Interaction (HRI), Osaka, Japan, March 2010.

2009

Jörg Stückler and Sven Behnke:
Integrating Indoor Mobility, Object Manipulation and Intuitive Interaction for Domestic Service Tasks
In Proceedings of the IEEE Conference on Humanoid Robots (Humanoids), Paris, France, December 2009.

Rafael Uetz and Sven Behnke:
Large-scale Object Recognition with CUDA-accelerated Hierarchical Neural Networks
In Proceedings of IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS 2009), Shanghai, China, November 2009.

Jörg Stückler, Michael Schreiber and Sven Behnke: 
Dynamaid, an Anthropomorphic Robot for Research on Domestic Service Applications
In Proceedings of the 4th European Conference on Mobile Robots (ECMR), Dubrovnik, Croatia, September 2009.

David Dröschel, Stefan May, Dirk Holz, Paul Plöger and Sven Behnke:
Robust Ego-Motion Estimation with ToF Cameras
In Proceedings of the 4th European Conference on Mobile Robots (ECMR), Dubrovnik, Croatia, September 2009.

Felix Faber, Maren Bennewitz, Clemens Eppner, Attila Goeroeg, Christoph Gonsior, Dominik Joho, Michael Schreiber, and Sven Behnke:
The Humanoid Museum Tour Guide Robotinho
In Proceeding of 18th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), Toyama, Japan, September 2009.

Nils Goerke, and Sven Braun:
Building Semantic Annotated Maps by Mobile Robots
In Proceedings of TAROS 2009: Towards Autonomous Robotic Systems, pp.149-156, Univ. of Ulster, UK, September 2009.

Jörg Stückler, Kathrin Gräve, Jochen Kläß, Sebastian Muszynski, Michael Schreiber, Oliver Tischler, Ralf Waldukat, and Sven Behnke: 
Dynamaid: Towards a Personal Robot that Helps with Household Chores
In Proceedings of RSS 2009 Workshop on Mobile Manipulation in Human Environments, Seattle, June 2009.

Sven Behnke, Jörg Stückler, and Michael Schreiber
NimbRo @Home 2009 Team Description
In RoboCup 2009 @Home League Team Descriptions, Graz

Maren Bennewitz, Cyrill Stachniss, Sven Behnke, and Wolfram Burgard:
Utilizing Reflection Properties of Surfaces to Improve Mobile Robot Localization
In Proceedings of 2009 IEEE International Conference on Robotics and Automation (ICRA), Kobe, Japan, 05/2009.

2008

Sven Behnke:
Humanoid Robots - From Fiction to Reality?
KI-Zeitschrift, 4/08, pp. 5-9, December 2008.

Tobias Axenbeck, Maren Bennewitz, Sven Behnke, and Wolfram Burgard:
Recognizing Complex, Parameterized Gestures from Monocular Image Sequences
In Proceedings of 8th IEEE-RAS International Conference on Humanoid Robots (Humanoids), Daejeon, Korea, December 2008.

Felix Faber, Maren Bennewitz, and Sven Behnke:
Controlling the Gaze Direction of a Humanoid Robot with Redundant Joints
In Proceedings of 17th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), Munich, August 2008.

Maren Bennewitz, Tobias Axenbeck, Sven Behnke, and Wolfram Burgard:
Robust Recognition of Complex Gestures for Natural Human-Robot Interaction
In Proceedings of RSS 2008 Workshop on Interactive Robot Learning, Zürich, June 2008.

Jörg Stückler, Hannes Schulz, and Sven Behnke:
"n-lane Localization in Road Networks using Curbs Detected in Omnidirectional Height Images
In Proceedings of Robotik 2008, June 2008.

Jörg Stückler and Sven Behnke:
Orthogonal Wall Correction for Visual Motion Estimation
In Proceedings of the IEEE International Conference on Robotics and Automation, (ICRA), May 2008.

Cyrill Stachniss, Maren Bennewitz, Wolfram Burgard, and Sven Behnke:
How to Learn Accurate Grid Maps with a Humanoid
In Proceedings of the IEEE International Conference on Robotics and Automation, (ICRA), May 2008.