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July 2, 2024Open Access

Holistically-Nested Structure-Aware Graph Neural Network for Road Extraction

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Authors

TWTinghuai WangGWGuangming WangKTKuan Eeik Tan

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Cite This Study

Wang et al. (2024) studied this question.

synapsesocial.com/papers/68e61b7fb6db6435875ae5fdhttps://doi.org/10.48550/arxiv.2407.02639
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Also Consider

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

  1. 1Road Detection from Satellite Imagery Using a U-Net Convolutional Neural Network2026
  2. 2De-noising and Road Extraction from High-resolution Images using Fully Convolutional Network2024
  3. 3Convolutional Encoder-Decoder Network for Road Extraction from Remote Sensing Images2024 · 1 citations
  4. 4Topology-Aware Road Extraction from Remote Sensing Images Using Deep Learning and Graph-Based Connectivity Refinement2026
  5. 5RDPGNet: A road extraction network with dual-view information perception based on GCN2024 · 14 citations