New probabilistic method improves how robots localize and map familiar objects

Reliable navigation, place recognition and object interaction require autonomous robots to maintain precise environmental maps. Semantic simultaneous localization and mapping (SLAM) adds meaning to a robot's map by representing landmarks as recognizable objects rather than only geometric points.