Aliaa Moualla

FreqLight-Net: A Compact Frequency-Aware U-Net for Low-Light Image Enhancement

Low-light image enhancement is a fundamental computer-vision problem that affects downstream tasks such as object detection, surveillance, autonomous driving, and night-time photography. Existing learning-based solutions either rely on heavy generative models with hundreds of millions of parameters or on purely spatial...