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

RSMT: A Remote Sensing Image-to-Map Translation Model via Adversarial Deep Transfer Learning

(2022) Jieqiong Song et al.   Remote Sensing

A Low-Grade Road Extraction Method Using SDG-DenseNet Based on the Fusion of Optical and SAR Images at Decision Level

(2022) Jinglin Zhang et al.   Remote Sensing

A Global Context-aware and Batch-independent Network for road extraction from VHR satellite imagery

(2021) Qiqi Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Learning deep semantic segmentation network under multiple weakly-supervised constraints for cross-domain remote sensing image semantic segmentation

(2021) Yansheng Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

MSACon: Mining Spatial Attention-Based Contextual Information for Road Extraction

(2021) Yingxiao Xu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Weakly Supervised Road Segmentation in High-Resolution Remote Sensing Images Using Point Annotations

(2021) Renbao Lian et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Weakly Supervised Deep Learning for Segmentation of Remote Sensing Imagery

(2020) Sherrie Wang et al.   Remote Sensing

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

(2020) Abolfazl Abdollahi et al.   Remote Sensing

Deep semantic segmentation of natural and medical images: a review

(2020) Saeid Asgari Taghanaki et al.   ARTIFICIAL INTELLIGENCE REVIEW

Learning From GPS Trajectories of Floating Car for CNN-Based Urban Road Extraction With High-Resolution Satellite Imagery

(2020) Ju Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing

(2020) John E. Vargas-Munoz et al.   IEEE Geoscience and Remote Sensing Magazine

A review of deep learning methods for semantic segmentation of remote sensing imagery

(2020) Xiaohui Yuan et al.   EXPERT SYSTEMS WITH APPLICATIONS

A New Hierarchical Method for Automatic Road Centerline Extraction in Urban Areas using LiDAR Data

(2019) Sayyed Abdullah Kianezhad Tejenaki et al.   ADVANCES IN SPACE RESEARCH

Road Extraction from Very High Resolution Images Using Weakly labeled OpenStreetMap Centerline

(2019) Songbing Wu et al.   ISPRS International Journal of Geo-Information

Semi-Supervised Semantic Segmentation With High- and Low-Level Consistency

(2019) Sudhanshu Mittal et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Road Extraction by Deep Residual U-Net

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

Implementation of the parallel mean shift-based image segmentation algorithm on a GPU cluster

(2018) Fang Huang et al.   International Journal of Digital Earth

Road Extraction from High-Resolution Remote Sensing Imagery Using Deep Learning

(2018) Yongyang Xu et al.   Remote Sensing

Hierarchical graph-based segmentation for extracting road networks from high-resolution satellite images

(2017) Rasha Alshehhi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Bayesian Fusion of Multi-Scale Detectors for Road Extraction from SAR Images

(2017) Rui Xu et al.   ISPRS International Journal of Geo-Information

A two-level Markov random field for road network extraction and its application with optical, SAR, and multitemporal data

(2016) T. Perciano et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING