Automated Road and Building Extraction
Topics
Description: This cluster of papers focuses on the automatic extraction of road networks from remote sensing images, utilizing techniques such as deep learning, high-resolution imagery, and GPS traces. The researc... more
Related topics (siblings) Coal Properties and Utilization, Drilling and Well Engineering, Engineering and Environmental Studies, Enhanced Oil Recovery Techniques, Evacuation and Crowd Dynamics +17 more
Subfield (parent): Ocean Engineering
Field: Engineering
Domain: Physical Sciences
Works count: 7,884
Citations count: 89,930
Road Extraction by Deep Residual U-Net
2018 · Zhengxin Zhang, Qingjie Liu, et al. · IEEE Geoscience and Remote Sensing Letters
The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes
2017 · Gerhard Neuhold, Tobias Ollmann, et al.
D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction
2018 · Lichen Zhou, Chuang Zhang, et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)