In this letter, we introduce a spatiotemporal attention pipeline for enhanced navigation based on 2D lidar sensor readings. This pipeline is complemented by a novel lidar-state representation that ...

Abstract: LIDAR and RGB cameras are commonly used sensors in autonomous vehicles. However, both of them have limitations: LIDAR provides accurate depth but is sparse in vertical and horizontal ...