Xuchu Ding

Robust Localization for Autonomous Vehicles in Highway Scenes

Localization for autonomous vehicles on highways remains under-explored compared to urban roads, and state-of-the-art methods for urban scenes degrade when directly applied to highways. We identify key challenges including environment change under information homogeneity, heavy occlusion, degraded G…