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Abdelrhman Werby

3 accepted papers

2026

KeySG: Hierarchical Keyframe-Based 3D Scene Graphs

ICRA 2026poster

Abstract— In recent years, 3D scene graphs have emerged as a powerful world representation, offering both geometric accuracy and semantic richness. Combining 3D scene graphs with large language models enables robots to reason, plan, and navigate in complex human-centered environments. However, curre…

2025

Articulated Object Estimation in the Wild

CoRL 2025poster

Understanding the 3D motion of articulated objects is essential in robotic scene understanding, mobile manipulation, and motion planning. Prior methods for articulation estimation have primarily focused on controlled settings, assuming either fixed camera viewpoints or direct observations of various…

Cited by 0SourceScholar
2024

Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation

RSS 2024poster

Recent open-vocabulary robot mapping methods enrich dense geometric maps with pre-trained visual-language features. While these maps allow for the prediction of point-wise saliency maps when queried for a certain language concept, large-scale environments and abstract queries beyond the object level…