crossrefGeomatics2026-04-01
Bridging Spectral Statistics and Machine Learning for Semantic Road Network Analysis
Abigail Kelly, Ramchandra Rimal, Arpan Man Sainju
Accurate identification of road network intersections is essential for urban planning, autonomous navigation, and traffic safety analysis. However, standard approaches relying on local geometric attributes often overlook essential topological information. This limitation is parti…