Spatial-Aware Consistent Panoptic Gaussian SLAM for Open-Set Scene Understanding
Panoptic and geometric scene understanding are essential for robots operating in complex environments. While recent advances in 3D Gaussian Splatting (3DGS) provide a strong geometric foundation for SLAM, integrating open-set 2D panoptic predictions into a consistent long-term 3D map remains challenging. Two common inc...