Language-EXtended Indoor SLAM (LEXIS): A Versatile System for Real-time Visual Scene Understanding

The authors introduce LEXIS, a real-time indoor SLAM system that leverages Large Language Models for scene understanding and place recognition. By combining semantic features with classical mapping methods, LEXIS achieves flexible room classification and outperforms existing state-of-the-art systems.