Qing-Yi Xue

Bidirectional cross-frequency guided wavelet diffusion for detail-preserving low-light image enhancement.

Low-light image enhancement is challenging due to noise and poor visibility. While diffusion models have shown remarkable generative capabilities, applying them directly to this task in the pixel domain remains problematic. They tend to struggle with the trade-off between global illumination correction and local detail...