Illumination-aware and structure-guided transformer for low-light image enhancement

Guodong Fan, Zishu Yao, Min Gan

Abstract: Highlights•We propose LASGformer for LLIE using dynamic brightness and high-frequency guidance.•We propose a Dynamic Brightness Attention mechanism to achieve effective attention.•To guide high frequencies, we propose a Gradient Search strategy for finer details.