The channel enhancement decoder module employs channel attention to amplify channel cues, enhancing the detail quality of the prediction maps. Evaluated against state-of-the-art methods, MECNet ...

Then, to combine the feature information between the layers and recover the feature map, the decoder module was constructed by using the residual swim transformer block and the upsampling layer.