Zero-Shot Illumination and Noise Estimation for Edge-Deployable Low-Light Image Enhancement in IoT Systems
In Internet of Things (IoT) systems, such as autonomous vehicles and robots, visual perception under low-light conditions is often severely degraded due to insufficient illumination and intensive sensor noise. While numerous methods have been developed for low-light enhancement, their reliance on paired annotation and...