Open access
Jul 2026
HAIMNet: A Hierarchical Adaptive Interaction Modulation Network for Low-Light Image Enhancement
A Hierarchical Adaptive Interaction Modulation Network (HAIMNet) designed for LLIE is proposed, which decouples luminance and chromaticity in the Horizontal/Vertical-Intensity color space, and enhances luminance-texture consistency through an inter-branch attention-modulation block (IAMB).
Xiao-Feng Wang, Ziqian Wang, Mei-Jia Guo et al.
· IEEE Transactions on Image P... · 0 citations