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Refine Connections, Close the Gap: A Reliable Enhancement Framework for Driving Scene Topology
In autonomous driving, understanding scene topology - the connectivity between lanes and traffic elements - is critical for safe path planning and motion control. While current methods excel at detecting individual map elements, their connectivity reasoning often falls short of its theoretical potential, leaving a sign …