Article

Foundation-Model-Based 3D Scene Graphs for Mobile Manipulation

The paper integrates FOUND-IT into a mobile manipulation robot platform, validating that foundation-model-based 3D scene graphs can support object change detection, multiple mapping sessions, navigable path determination, and object grasping in scene rearrangement tasks. Based on rigorous real-robot experiments, the authors provide an analysis of the effectiveness and limitations of a monocular, foundation-model-driven 3D scene graph construction system. The code is open-sourced in the MIT-SPARK/FOUND-IT repository on GitHub.

Part of the event: Paper integrates FOUND-IT into a mobile manipulation platform and validates it on real hardware

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