Abstract: To address the limitations of current methods in detecting small objects, such as pedestrians and cyclists, within autonomous driving scenarios, we propose a novel 3D object detection ...

Lidar-Camera fusion modules based on bird’s-eye view (BEV) have significantly pushed the state of the art in visual perception for accurate and reliable autonomous driving systems. However, most of ...