Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising?

Valéry Dewil, Aranud Barral, Gabriele Facciolo +1

Supervised training has led to state-of-the-art results in image and video denoising. However, its application to real data is limited since it requires large datasets of noisy-cle…