- A higher-order CRF model for road network extraction
- Maintaining accurate, current, rural road network data: An extraction and updating routine using RapidEye, participatory GIS and deep learning
- Automatic Road Detection and Centerline Extraction via Cascaded End-to-EndConvolutional Neural Network
- Road extraction by deep residual u-net
- Road Extraction from High-Resolution Remote Sensing Imagery Using Deep Learning