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2025	R-SWTNet: A Context-Aware U-Net-Based Framework for Segmenting Rural Roads and Alleys in China with the SQVillages Dataset Land Jianing Wu, Junqi Yang, Xiaoyu Xu, Ying Zeng, Yan Cheng, Xiaodong Liu, Hong Zhang
2025	Accurate Rural Road Network With Improved Dataset for Strengthen Wildfire Emergency Response IEEE Access Miguel Lourenço, Duarte Caetano, André Mora, Luís B. Oliveira, Henrique Oliveira