Abstract Road detection on aerial and remote sensing vague images is a hard task. In this paper, an automatic road method for the proposed. The firstly uses improved MSR algorithm to enhance image, it automatically takes different scales in image regions, based depths obtained by dark channel prior algorithm. Then enhanced roughly segmented principle of local gray scale consistency, that, eight...