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Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method

Pan Yin, Kaiyu Li, Xiangyong Cao, Jing Yao, Lei Liu, Xueru Bai, Feng Zhou, Deyu Meng

2025Year
2Top-tier citations

Abstract

Collect satellite data from Google Earth [lon, lat] data of selected cities Collect road graph data from OpenStreetMap Global-Scale dataset (a) (b) Figure 1. (a) The collection pipeline of our Global-Scale dataset; (b) The world map showing the region location of the collected images in the Global-Scale dataset.

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