Qinghua Lin

Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions

Recently, deep neural networks (DNNs) have emerged as the leading approach for low-light image enhancement (LLIE). However, training these models generally requires large-scale paired datasets, which are challenging to obtain due to the labor-intensive and time-consuming nature of real-world data co…