RGB-only Active 3D Scene Graph Generation for Indoor Mobile Robots

In three linesFramework for active 3D scene graph generation from RGB cameras only, without depth sensors. Unifies perception and planning around a structured representation. On Replica dataset, achieves F1-score parity with depth-based baselines. Semantic-driven viewpoint selection detects 2× more objects than geometric frontier baseline.

Summary generated by Claude — human-verified