RetinexGAN:Unsupervised Low-Light Enhancement With Two-Layer Convolutional Decomposition Networks

In the field of image enhancement, using deep learning methods to enhance low-light images is currently mainstream. However, the methods often have complex network structures of a large number of parameters, and their training often uses paired data-sets, which are difficult to obtain in actual prac...

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Bibliographic Details
Main Authors: Tian Ma, Ming Guo, Zhenhua Yu, Yanping Chen, Xincheng Ren, Runtao Xi, Yuancheng Li, Xinlei Zhou
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9399448/