As the field of remote sensing image processing continues to advance, semantic segmentation has become a focal point in this domain. The emergence of the swin transformer (SwinT) has greatly ...

Contextual road features and multiscale spatial semantic information play a vital role in road extraction from remote sensing (RS) images. However, accurately modeling these essential features with ...