 This paper presents a novel approach for generating vector maps of road networks from images and trajectories. It combines the advantages of both data sources to improve the accuracy of road network detection and reduce the number of errors in the generated vector map. The proposed method was tested on two datasets and achieved higher accuracy compared to other existing methods. This article was authored by Shundong Bai, Shuyu Feng, Yuanyu and Yin, and others.