2 papers
cs.CV2026
Towards Lightest Low-Light Image Enhancement Architecture for Mobile Devices
Guangrui Bai, Hailong Yan, Wenhai Liu +2
Real-time low-light image enhancement on mobile and embedded devices requires models that balance visual quality and computational efficiency. Existing deep learning methods often…
cs.CV2026
Rethinking Low-Light Image Enhancement: A Log-Domain Intensity--Chromaticity Decoupling Perspective
Guangrui Bai, Yifan Mei, Yahui Deng +4
Explicit reconstruction constraints derived from the decoupled representation are further imposed to suppress abnormal channel amplification and chromatic noise. Experiments on LOL…