Search Results for author: Hans Wernher van de Venn

Found 2 papers, 1 papers with code

COVERED, CollabOratiVE Robot Environment Dataset for 3D Semantic segmentation

1 code implementation24 Feb 2023 Charith Munasinghe, Fatemeh Mohammadi Amin, Davide Scaramuzza, Hans Wernher van de Venn

Despite the importance of semantic understanding for such applications, 3D semantic segmentation of collaborative robot workspaces lacks sufficient research and dedicated datasets.

3D Semantic Segmentation Real-Time Semantic Segmentation

Improving safety in physical human-robot collaboration via deep metric learning

no code implementations23 Feb 2023 Maryam Rezayati, Grammatiki Zanni, Ying Zaoshi, Davide Scaramuzza, Hans Wernher van de Venn

This work uses the Deep Metric Learning (DML) approach to distinguish between non-contact robot movement, intentional contact aimed at physical human-robot interaction, and collision situations.

Metric Learning

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