Road Extraction Papers A collection of road extraction papers. Outline Methods Methods Name Paper Source Code/Project Road Segmentation using U-Net architecture Morgeo 2020 [Code] Graph Convolutional Networks for Road Networks IEEE T-ITS 2020 [Code] VecRoad Point-based Iterative Graph Exploration for Road Graphs Extraction CVPR 2020 [Code] Sat2Graph Road Graph Extraction through Graph-Tensor Encoding ECCV 2020 [Code] RoadTagger Robust Road Attribute Inference with Graph Neural Networks AAAI 2020 [Code] DiResNet Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images TGRS 2020 [Code] ASPN Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks TGRS 2020 [Code] Real-Time Physics-Based Removal of Shadows and Shading From Road Surfaces CVPR 2019 Improved Road Connectivity by Joint Learning of Orientation and Segmentation CVPR 2019 [Code] Multi-Scale Enhanced Deep Network for Road Detection IGARSS 2019 An Optimized Residual Network with Block-soft Clustering for Road Extraction from Remote Sensing Imagery IAEAC 2019 A Two-Step Deep Convolution Neural Network for Road Extraction from Aerial Images SPIN 2019 A novel dominant feature driven urban road extraction method IGARSS 2019 Image-Conditioned Graph Generation for Road Network Extraction NIPS 2019 [Code] SIINet Road Extraction Using Road-Specific Contextual Information ISPRS 2019 [Code] Roadmap Generation using a Multi-stage Ensemble of Deep Neural Networks with Smoothing-Based Optimization CVPR 2018 Stacked U-Nets with Multi-output for Road Extraction CVPR 2018 Narrow Road Extraction from Remote Sensing Images Based on Super-Resolution Convolutional Neural Network IGARSS 2018 D-LinkNet Fully Convolutional Network for Automatic Road Extraction from Satellite Imagery CVPR 2018 [Code] EOSResUNet Road detection with EOSResUNet and post vectorizing algorithm CVPR 2018 RoadTracer Automatic Extraction of Road Networks from Aerial Images CVPR 2018 [Code] Iterative Deep Learning for Road Topology Extraction BMVC 2018 [Code] A Method of Road Extraction from High Resolution Remote Image Based on Delaunay Algorithms ICRIS 2018
