Generating Hierarchical 3D Scene Graphs for Indoor and Outdoor Environments using Language-Enabled Spatial Ontologies

This paper proposes a neuro-symbolic approach to extend 3D scene graph construction to arbitrary indoor and outdoor environments by leveraging Large Language Models to build a spatial ontology and using Logic Tensor Networks to incorporate the ontology during training and inference.