Image restoration can be learned from noisy targets in the Fourier domain, where noise becomes approximately Gaussian and clean targets are not needed.
Beyond a Gaussian denoiser: Residual learning of deep cnn for image denoising,
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Image Restoration Learning via Noisy Supervision in the Fourier Domain
Image restoration can be learned from noisy targets in the Fourier domain, where noise becomes approximately Gaussian and clean targets are not needed.