1 code implementation • CVPR 2022 • Ali Maleky, Shayan Kousha, Michael S. Brown, Marcus A. Brubaker
This paper proposes a framework for training a noise model and a denoiser simultaneously while relying only on pairs of noisy images rather than noisy/clean paired image data.
no code implementations • CVPR 2022 • Shayan Kousha, Ali Maleky, Michael S. Brown, Marcus A. Brubaker
The nonlinear steps on the ISP culminate in a significantly more complex noise distribution in the sRGB domain and existing raw-domain noise models are unable to capture the sRGB noise distribution.