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Machine Learning for Robotics
TUM Department of Informatics
Technical University of Munich

Technical University of Munich

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Informatik IX

Professorship for Machine Learning for Robotics

Smart Robotics Lab

Boltzmannstrasse 3
85748 Garching info@srl.in.tum.de

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People Tracking & Human-Robot Interaction

For a safe and efficient interactions between mobile robots and human, it is key for the robot to understand the human's behavior, ranging from the human's 3D body pose to its high-level actions. This research area includes questions about good learning representations for human modeling, robustifying model predictions despite the large variety of human shape and multi-modality of human actions, or leveraging contextual information for accurate predictions.


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2022
Conference and Workshop Papers
[]BodySLAM: Joint Camera Localisation, Mapping, and Human Motion Tracking (D Henning, T Laidlow and S Leutenegger), In European Conference on Computer Vision (ECCV), 2022. ([video][project page]) [bibtex] [pdf]
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Informatik IX

Professorship for Machine Learning for Robotics

Smart Robotics Lab

Boltzmannstrasse 3
85748 Garching info@srl.in.tum.de

Follow us on:
SRL  CVG  DVL