CrossMaps: Confidence-Aware Open-Vocabulary Semantic Mapping for Rover Navigation

Rovers rely on perception to maintain spatial maps that encode both objects and sensor quality (e.g., range reliability, lighting artifacts, data density), guiding data fusion, embedding updates, and navigation under partial observability. To study these coupled perception-navigation processes, we p...