The image removal of rain is of great significance to solve the problem of limited computer vision system under rainy weather conditions. Most of the current research work is focused on video rain.

Secondly, we design an edge-guided attention mechanism upon the multi-scale features to guide the fusion focusing on common structures, thus recovering details while attenuating noise. Moreover, we ...