2025
Blind2Sound: Self-Supervised Image Denoising without Residual Noise
ICCV 2025poster
Self-supervised blind denoising for Poisson-Gaussian noise remains a challenging task. Pseudo-supervised pairs constructed from single noisy images re-corrupt the signal and degrade the performance. The visible blindspots solve the information loss in masked inputs. However, without explicitly noise…