2 papers
cs.CV2026
MirrorDistill: Illumination-Aware Latent Distillation for Efficient Low-Light Restoration
Farida Mohsen, Tala Zaim, Nurul Izni Rusli +3
Low-light image enhancement (LLIE) is an im- portant component of visual sensing systems operating under degraded illumination, including nighttime surveillance, au- tonomous navig…
cs.CV2026
IAML: Illumination-Aware Mirror Loss for Progressive Learning in Low-Light Image Enhancement Auto-encoders
Farida Mohsen, Tala Zaim, Ali Al-Zawqari +2
This letter presents a novel training approach and loss function for learning low-light image enhancement auto-encoders. Our approach revolves around the use of a teacher-student a…