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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Chen Dong

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Open access 2026

DBNINet: A Decoder-Guided Boundary Enhancement and Node Interaction Network for Road Extraction From Remote-Sensing Images

Roadextraction from remote-sensing images is a fundamental task in Earth observation applications. However, accurate extraction remains challenging due to complex backgrounds, weak boundaries, tree occlusion, and discontinuous road structures, particularly in forest and rural scenes. To address these issues, this artic...

Hong-Liang-Yang-Xiao-Mei-Du-Yun-Yan Fang, Zhi-Qiang Min, Yan-Rong Hu et al. · 0 citations

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