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Ditch the LiDAR: This camera-only method uses pre-built point cloud maps to drastically improve 3D object detection and tracking, rivaling LiDAR-based systems in familiar environments.
Achieve state-of-the-art 4D scene understanding by representing dynamic environments as a collection of Gaussians that are efficiently splatted onto a voxel grid for panoptic occupancy tracking.
