Occlusion-Aware Topology Refinement for Robust Road Graph Extraction from Satellite Imagery

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Topology-Aware Road Extraction from Remote Sensing Images Using Deep Learning and Graph-Based Connectivity Refinement2026
2. 2TopoRF-Net: Topology-Aware Road Segmentation in Multi-Resolution Remote Sensing via Multi-Receptive Field Adaptation2025 · 3 citations
3. 3A remote sensing image road extraction algorithm assisted by multidimensional features with oriented coordinate attention2026
4. 4DeH4R: A Decoupled and Hybrid Method for Road Network Graph Extraction2025
5. 5SAM2-RoadNet: Topology-Aware Multi-Scale Road Extraction from High-Resolution Remote Sensing Images2026