Abstract: 3D object detection from LiDAR point clouds has been one of the key components of computer vision systems and plays a significant role in autonomous driving applications. Existing ...

Abstract: In the context of autonomous driving, it is both critical and challenging to locate 3D objects by using a calibrated RGB image. Current methods typically utilize heteroscedastic aleatoric ...