D-FusionNet: road extraction from remote sensing images using dilated convolutional block

RADANet: Road Augmented Deformable Attention Network for Road Extraction from Complex High-Resolution Remote-Sensing Images

(2023) Ling Dai et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

SC-RoadDeepNet: A New Shape and Connectivity-preserving Road Extraction Deep Learning-based Network from Remote Sensing Data

(2022) Abolfazl Abdollahi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Extracting Urban Road Footprints from Airborne LiDAR Point Clouds with PointNet++ and Two-Step Post-Processing

(2022) Haichi Ma et al.   Remote Sensing

SDUNet: Road extraction via spatial enhanced and densely connected UNet

(2022) Mengxing Yang et al.   PATTERN RECOGNITION

SW-GAN: Road Extraction from Remote Sensing Imagery Using Semi-Weakly Supervised Adversarial Learning

(2022) Hao Chen et al.   Remote Sensing

ConDinet++: Full-Scale Fusion Network Based on Conditional Dilated Convolution to Extract Roads From Remote Sensing Images

(2021) Ke Yang et al.   IEEE Geoscience and Remote Sensing Letters

Split Depth-Wise Separable Graph-Convolution Network for Road Extraction in Complex Environments From High-Resolution Remote-Sensing Images

(2021) Gaodian Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Review on Active and Passive Remote Sensing Techniques for Road Extraction

(2021) Jianxin Jia et al.   Remote Sensing

Cascaded Residual Attention Enhanced Road Extraction from Remote Sensing Images

(2021) Shengfu Li et al.   ISPRS International Journal of Geo-Information

Deep Learning Approaches Applied to Remote Sensing Datasets for Road Extraction: A State-Of-The-Art Review

(2020) Abolfazl Abdollahi et al.   Remote Sensing

Road Extraction in Mountainous Regions from High-Resolution Images Based on DSDNet and Terrain Optimization

(2020) Zeyu Xu et al.   Remote Sensing

JointNet: A Common Neural Network for Road and Building Extraction

(2019) Zhengxin Zhang et al.   Remote Sensing

Road Extraction by Using Atrous Spatial Pyramid Pooling Integrated Encoder-Decoder Network and Structural Similarity Loss

(2019) Hao He et al.   Remote Sensing

A Semi-Supervised High-Level Feature Selection Framework for Road Centerline Extraction

(2019) Ruyi Liu et al.   IEEE Geoscience and Remote Sensing Letters

Road Extraction by Deep Residual U-Net

(2018) Zhengxin Zhang et al.   IEEE Geoscience and Remote Sensing Letters

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network

(2017) Guangliang Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING