2 papers
eess.IV2022
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images
Ali Maleky, Shayan Kousha, Michael S. Brown +1
Image noise modeling is a long-standing problem with many applications in computer vision. Early attempts that propose simple models, such as signal-independent additive white Gaus…
cs.CV2022
Modeling sRGB Camera Noise with Normalizing Flows
Shayan Kousha, Ali Maleky, Michael S. Brown +1
Noise modeling and reduction are fundamental tasks in low-level computer vision. They are particularly important for smartphone cameras relying on small sensors that exhibit visual…