Fig. 5

Input a 512*512 remote sensing road image, after PAG module, the image is averagely cut into N small images, and then these images are transformed into T embedded vectors through DWP module, and finally these embedded vectors are passed into MCSA. Satellite images were generated using the DeepGlobe Road Dataset under CC BY 4.0.