LiCENt stands for Light Channel Enhancement Network that uses a combination of an autoencoder and convolutional neural network (CNN) to train a low-light enhancer to first improve the illumination and ...

Low-light image enhancement is a very challenging problem due to insufficient or uneven illumination, complicated noise and low contrast. Retinex-based methods have shown to be effective in separating ...

This is the official pytorch implementation of "FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information" (ACM MM 2023) We design a two-stage framework to enhance low-light ...

RawFormer: An Efficient Vision Transformer for Low-Light RAW Image Enhancement Wanyan Xu, Xingbo Dong, Lan Ma, Andrew Beng Jin Teoh, and Zhixian Lin Abstract: Low-light image enhancement plays a ...