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Author

Rong Liu

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Open access Aug 2026

ASAR-Net: A Novel Adaptive Scale-Aware Road Extraction Network for High-Resolution Remote Sensing Images

An adaptive scale-aware road extraction network, termed ASAR-Net, which jointly improves multi-scale feature representation and structural continuity and effectively improves both the semantic completeness and structural continuity of extracted road networks is proposed.

Xiaotong Guo, Guang Yang, Yue-bao Wang et al. · 0 citations
Open access Aug 2026

FlowT-SR: A Novel Remote Sensing Image Super-Resolution Framework with Cloud Haze and Noise Suppression

A novel SR framework based on the flow matching paradigm and a diffusion transformer, named FlowT-SR, which achieves superior and reliable reconstruction quality by jointly mitigating sensor noise and thin cloud interference, achieving superior reconstruction performance compared with current state-of-the-art methods in terms of both PSNR and SSIM.

Yu-Tong Zhang, Guang Yang, Rong Liu et al. · 0 citations

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