Xu Xiao

Look Before You Fuse: 2D-Guided Cross-Modal Alignment for Robust 3D Detection

Integrating LiDAR and camera inputs into a unified Bird's-Eye-View (BEV) representation is crucial for enhancing 3D perception capabilities of autonomous vehicles. However, existing methods suffer from spatial misalignment between LiDAR and camera features, which causes inaccurate depth supervision