Ion-George Todoran

Learning and Aggregating Lane Graphs for Urban Automated Driving

Lane graph estimation is an essential and highly challenging task in automated driving and HD map learning. Existing methods using either onboard or aerial imagery struggle with complex lane topologies, out-of-distribution scenarios, or significant occlusions in the image space. Moreover, merging ov…