DarkIR: Robust Low-Light Image Restoration

Daniel Feijoo; Juan C. Benito; Álvaro García; Marcos V. Conde

doi:10.1109/cvpr52734.2025.01016

CVPR2025顶会

DarkIR: Robust Low-Light Image Restoration

Daniel Feijoo, Juan C. Benito, Álvaro García, Marcos V. Conde

DOI 出版方

2025年份

16顶会引用

摘要

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.