Lane Detection with Deep Learning: Methods and Datasets

Lane detection problem has been considered as an important computer vision task in autonomous driving. While it received massive research attention the literature, is not yet fully solved. In this paper, we present a comprehensive literature review for lane detection, especially those with deep learning models. The latest collection of datasets presented. We further fill gap by proposing novel dataset named MudLane, which focuses on suburban roads.