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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Yue-Xin Liu

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Open access Sep 2026

HFRU-Net: Hierarchical Feature Regulation with Attention-Guided Skip Connections and Spatial Context Enhancement for Road Extraction from Remote Sensing Images

Road extraction from high-resolution remote sesnsing images remains challenging due to complex backgrounds, diverse surface conditions, and the difficulty of maintaining road continuity. Existing U-Net-based methods mainly improve feature fusion strategies, but insufficient feature filtering and limited spatial structu...

Xiao-Ying Zhang, Yue-Xin Liu, Xin-Xin Pan et al. · 0 citations

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