The comprehensive representation and understanding of the driving environment is crucial to improve the safety and reliability of autonomous vehicles. In this paper, we present a new approach to establish an environment model containing a …
We tackle the problem of object detection and pose estimation in a shared space downtown environment. For perception multiple laser scanners with 360◦ coverage were fused in a dynamic occupancy grid map (DOGMa). A single-stage deep convolutional …