Linpeng Pan

Beyond Spatial Domain: Cross-domain Promoted Fourier Convolution Helps Single Image Dehazing

Vanilla convolution and window-based self-attention have shown significant success in image dehazing. However, they are constrained by limited receptive fields and ignore frequency gaps between dehazed and clear images. The former hampers the modeling of global dependencies, while the latter impedes…