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2025	Multiscale Cross-Axis Position Attention and Edge-Constrained Knowledge Distillation for Road Extraction in High-Resolution Remote Sensing Images IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Min Zhong, Ting He, Yingjie Huang, Haiqing He, Famao Ye
2025	2025 International Conference on Intelligent Communication Networks and Computational Techniques (ICICNCT) Srikanth Indrole, L. Navadeeth, P. Koushik Narayan Reddy, Shaista Farhat, M. A. Jabbar
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