CS-CapsFPN: A Context-Augmentation and Self-Attention Capsule Feature Pyramid Network for Road Network Extraction from Remote Sensing Imagery
The information-accurate road network database is greatly significant and provides essential input to many transportation-related activities.Recently, remote sensing images have been an important data source for assisting rapid road network updating tasks.However, due to the diverse challenging scenarios of roads in remote sensing images, such as o