Foreground guided dual branch learning for sparse 4D radar 3D object detection.
4D imaging radar offers long-range perception and Doppler velocity measurement capabilities, while maintaining strong robustness in nighttime scenes and adverse weather conditions such as rain and fog. These advantages make it a promising sensor for 3D perception in autonomous driving. However, due to radar imaging mec...