SignReasoner: Compositional Reasoning for Complex Traffic Sign Understanding via Functional Structure Units

Ruibin Wang, Zhenyu Lin, Xinhai Zhao

Accurate semantic understanding of complex traffic signs-including those with intricate layouts, multi-lingual text, and composite symbols-is critical for autonomous driving safety…