GAN Architecture Leveraging a Retinex Model With Colored Illumination for Low-Light Image Restoration

GAN Architecture Leveraging a Retinex Model With Colored Illumination for Low-Light Image Restoration

In this work, we study the restoration of text low-light images with outdoor scenes without ground truth. Until now, approaches in the literature have avoided using the Retinex decomposition model in an unsupervised way or have added constraining priors on the searched components. We propose here to...

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Bibliographic Details
Main Authors: Arthur Lecert, Aline Roumy, Renaud Fraisse, Christine Guillemot
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Low light enhancement
image decomposition
image restoration
inverse problems
Retinex model
neural networks
Online Access:https://ieeexplore.ieee.org/document/10207014/

Internet

https://ieeexplore.ieee.org/document/10207014/

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