HD Map

GraphMap: Scalable Crowd-Sourced Global Vectorized HD Map Construction via Sparse Visual Graph Fusion

High-definition (HD) maps are vital for autonomous driving, offering fine-grained geometric and semantic information beyond onboard perceptions. While recent vision-based methods enable online local HD map detection, constructing accurate global …

Scalable Crowd-Sourced Global HD Map Construction via Collaborative Map Perception and Sparse Graph Fusion

High-definition (HD) maps are vital for autonomous driving, providing fine-grained geometric and semantic information beyond the scope of onboard perception. However, automatically constructing accurate vectorized maps at scale using learning-based …