Abstract: Efficient and automatic object recognition in road scenes plays an essential role in smart city applications such as autonomous driving and intelligent infrastructure. As an important ...

Addressing the issues of the basic U-Net model's insufficient segmentation effect on road cracks, inadequate fine segmentation of crack contours, difficulty in recognizing narrow cracks, and low ...