A U-net trained on noisy image pairs alone, without clean targets, denoises solar Stokes images to about 6e-4 continuum residual, matching clean-target training on synthetic data.
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Solar image denoising with convolutional neural networks
A U-net trained on noisy image pairs alone, without clean targets, denoises solar Stokes images to about 6e-4 continuum residual, matching clean-target training on synthetic data.