Robot-Assisted handling of Limp and Deformable Objects
This project is part of the Collaborative Research Centre 453 "
Wirklichkeitsnahe Telepräsenz und Teleaktion", which is funded by the German Research Foundation
DFG.
Like all other transfer projects, T4 is conducted in cooperation with an industrial partner. We were able to acquire
Mitsubishi Electric as a partner for this project, a company with outstanding experience on the field of industrial robotics. The primary objective of this project is the transfer and application of expertise, which was obtained in project
I4: i.e. techniques for the recognition, tracking, modelling and prediction of deformable objects (particularly thread material) in surgical environments will be transferred to industrial applications. Analogies are manifold: surgical threads show high felxibility, deformability and limpness. These features can also be found in assembly material like cables, wire straps, tubes and sealings. Due to the mentioned material properties, handling of such structures is extremely diffcult.
First results for tackling the challenges that arise with limp materials have already been developed in project
I4. Surgical threads have been successfully segmented and their geometrical features have been extracted. In addtion, the corresponding operation environment has been reconstructed from stereo images. For further processing, the structures are modelled as splines and free-form surfaces.
Autonomous Execution of a Limp Object Handling Task
This video shows completion of the full autonomous task, which consists of several independent steps:
- Visual segmentation of the workpiece from the table,
- Analysis of the object-structure (find knots),
- Performing unknotting,
- Determination of a possible grasping point,
- Handover the workpiece to a statically mounted gripper,
- Avoid twists of the workpiece by pulling it through a guide,
- Grasp an end and determine the orientation of it,
- Correct the orientations and translation-offsets of the ends
- Finally insert both ends into the assembly-guide to combine them.
Control Framework for the Experimental Setup
Autonomous Execution of a Limp Object Handling Task (First steps)
People
Former Members
- Dipl.-Inf. Istvan Nagy (Stereo-Vision, 3D Reconstruction)
Student Projects
[1]
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Binh An Tran.
Detektion, Tracking und Robotergestützte Handhabung
linearer deformierbarer Objekte, 2010.
Master's Thesis, Department of Electrical Engineering, Technische
Universität München.
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[2]
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Alexander Plopski.
Entwicklung einer markerbasierten visuellen kontrollschnittstelle
für insdustrielle roboter, 2010.
Bachelor's Thesis, Department of Informatics, Technische
Universität München.
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.pdf ]
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[3]
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Xuan Tuong Nguyen.
Real-time pedestrian detection and tracking on moving vehicle, 2010.
Thesis, Department of Computer Engineering, Nanyang Technological
University (TUM exchange program), Singapore.
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.pdf ]
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[4]
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Matthias Hellerer.
Potential field based position control for mitsubishi RV-6S
industrial robots, 2009.
Bachelor's Thesis, Department of Informatics, Technische
Universität München.
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.pdf ]
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Publications
[1]
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Thomas Müller, Binh An Tran, and Alois Knoll.
Automatic distribution of vision-tasks on computing clusters.
In Proceedings of IS&T / SPIE Electronic Imaging, 2011.
[ DOI |
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.pdf ]
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[2]
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Thomas Müller and Alois Knoll.
Evolution of attention mechanisms for early visual processing.
In Proceedings of IS&T / SPIE Electronic Imaging, 2011.
[ DOI |
.bib |
.pdf ]
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[3]
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Nguyen Xuan Tuong, Thomas Müller, and Alois Knoll.
Robust pedestrian detection and tracking from a moving vehicle.
In Proceedings of IS&T / SPIE Electronic Imaging, 2011.
[ DOI |
.bib |
.pdf ]
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[4]
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Thomas Müller and Alois Knoll.
A generic approach to realtime robot control and parallel processing
for industrial scenarios.
In Proceedings of the IEEE International Conference on
Industrial Technology, 2010.
[ DOI |
.bib |
.pdf ]
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[5]
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Thomas Müller, Binh An Tran, and Alois Knoll.
A flexible robotics and automation system: Parallel visual
processing, realtime actuator control, and task automation for limp object
handling.
In Proceedings of the 7th International Conference on
Informatics in Control, Automation and Robotics, 2010.
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.pdf ]
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[6]
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Marwan Radi, Andrea Reiter, Michael F. Zäh, Thomas Müller, and Alois
Knoll.
Telepresence technology for production: From manual to automated
assembly.
In Proceedings of EuroHaptics 2010, 2010.
[ DOI |
.bib |
.pdf ]
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[7]
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Thomas Müller and Alois Knoll.
Virtualization techniques for cross platform automated software
builds, tests and deployment.
In Proceedings of the Fourth International Conference on
Software Engineering Advances, Porto, Portugal, 2009.
[ .bib |
.pdf ]
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[8]
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Thomas Müller and Alois Knoll.
Humanoid early visual processing using attention mechanisms.
In Proceedings of Cognitive Humanoid Vision WS at IEEE-RAS
International Conference on Humanoid Robots, Daejeon, Korea, 2008.
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.pdf ]
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