Abstract
The road network is one of the main ways of transport in the world, which provides many applications, such as urban planning, economy (logistics), autonomous navigation etc. Through aerial images, the road detection task is one of the most challenging and recurrent research topics in the Remote Sensing and Photogrammetry (RS&P) community, with the Convolutional Neural Networks (deep learn…