LFINet achieves state-of-the-art F1 of 92.54% and IoU of 86.12% on real agricultural trajectory data by decoupling and interacting low- and high-frequency features to preserve topology.
TR2RM: An urban road network generation model based on multisource big data
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Laplacian Frequency Interaction Network for Rural Thematic Road Extraction
LFINet achieves state-of-the-art F1 of 92.54% and IoU of 86.12% on real agricultural trajectory data by decoupling and interacting low- and high-frequency features to preserve topology.