Dun-Ren Che

Deep Learning-Based Road Lane Quality Assessment from Egocentric Dashcam Video

Reliable lane markings are important for both human drivers and automated driving systems, but their condition is still commonly assessed through manual inspection. Existing autonomous-driving datasets primarily support lane detection and scene understanding and usually lack maintenance-oriented labels for lane-marking...