Moreover, due to the absence of authentic fused images, traditional mathematically defined loss functions face challenges in accurately modeling the characteristics of fused images. To address these ...

Existing methods have achieved remarkable performance in image dehazing, particularly on synthetic datasets. However, they often struggle with real-world hazy images due to domain shift, limiting ...