I. Introduction
In recent years, autonomous vehicles have received a lot of attention for their great potential to reduce traffic congestion and improve road safety [1]–[4]. Perception system is considered to be an indispensable component for reliable autonomous driving and accurate object detection is at its core and foundation [4].