Yao-Yao Song

IADFormer: Intensity-Aligned Differential Transformer for Low-Light Image Enhancement

Low-light images usually suffer from spatially uneven illumination and exposure-dependent feature degradation, where weak structural and chromatic cues are easily masked by dominant intensity variations. Existing Transformer-based methods improve feature interaction, but often overlook the ambiguity caused by similar l...