DeH4R: A Decoupled and Hybrid Method for Road Network Graph Extraction
Paper • 2508.13669 • Published • 1
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Pretrained checkpoints of paper DeH4R: A Decoupled and Hybrid Method for Road Network Graph Extraction.
DeH4R unifies graph-growing dynamics with graph-generating efficiency through a decoupling strategy, effectively harnessing their complementary strengths, which offers great flexibility and is able to grow the graph in parallel from multiple points. DeH4R achieves new SOTA results with a significant improvement over previous methods and exceptional inference speed on two mainstream public benchmarks.