Progressive network based on detail scaling and texture extraction: A more general framework for image deraining

Jiehui Huang, Zhenchao Tang, Xuedong He, Jun Zhou, Defeng Zhou, Calvin Yu-Chian Chen

Abstract: Highlights•Introduce detail scaling module to extract generalized features from rainfall image.•Improved Transform block was introduced to enhance the model’s generalized ability.•Scale-mixing strategy is proposed for capturing more multi-scale features in images.