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06/26/2019
From Multi-modal Property Dataset to Robot-centric Conceptual Knowledge About Household Objects
Tool-use applications in robotics require conceptual knowledge about obj...
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06/12/2019
Adaptive Navigation Scheme for Optimal Deep-Sea Localization Using Multimodal Perception Cues
Underwater robot interventions require a high level of safety and reliab...
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11/20/2018
Unsupervised Learning of Shape Concepts - From Real-World Objects to Mental Simulation
An unsupervised shape analysis is proposed to learn concepts reflecting ...
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10/16/2018
Robust Gesture-Based Communication for Underwater Human-Robot Interaction in the context of Search and Rescue Diver Missions
We propose a robust gesture-based communication pipeline for divers to i...
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10/08/2018
Towards Robot-Centric Conceptual Knowledge Acquisition
Robots require knowledge about objects in order to efficiently perform v...
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08/20/2018
What Stands-in for a Missing Tool? A Prototypical Grounded Knowledge-based Approach to Tool Substitution
When a robot is operating in a dynamic environment, it cannot be assumed...
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04/03/2018
Visual Object Categorization Based on Hierarchical Shape Motifs Learned From Noisy Point Cloud Decompositions
Object shape is a key cue that contributes to the semantic understanding...
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03/06/2018
Conceptualization of Object Compositions Using Persistent Homology
A topological shape analysis is proposed and utilized to learn concepts ...
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03/06/2018
