DarkIR: Robust Low-Light Image Restoration

Low-light and Blurry (↓Noise) RetinexFormer [3] fails with Blur DarkIR (Ours) Low-light and Noisy (↓Blur) LEDNet [65] fails with Noise DarkIR (Ours) Figure 1. Previous Low-light Image Enhancement (LLIE) and restoration methods are not robust to blur and illumination changes. Our multi-task model is able to restore real low-light images under varying illumination, noise and blur conditions. Zoom-in to see details.