A Deep Neural Network for Road Extraction with the Capability to Remove Foreign Objects with Similar Spectra
Existing road extraction methods based on deep learning often struggle with distinguishing ground objects that share similar spectral information, such as roads and buildings.Consequently, this study proposes a dual encoder-decoder deep neural network to address road extraction in complex backgrounds.In the feature extraction stage, the first encod