3.3. Multi-Scale Restoration Modulator Different types of image degradation (e.g. blur, noise, rain, etc.) have their own distinctive perturbed patterns to be handled or restored. To further boost the capability of Uformer for approaching various perturbations, we propo...
decoder provides the contextual information, the attention mechanism dynamically assigns varying weights to different regions of the feature map. This weight assignment is contextually informed by the decoder, enabling the network to accentuate significant features while attenuating noise or irrelevant ...