Camera-Agnostic Two-Head Network for Robust Ego-Lane Inference in Diverse Environments

A single image-based ego-lane inference network that operates robustly across diverse environments and camera configurations by incorporating a two-head structure with uncertainty estimation and a vanishing point-and-line aware attention mechanism.