Noise2Variance: Dual networks with variance constraint for self‐supervised real‐world image denoising

Abstract Image denoising aims to restore a clean image from a noisy image. Traditional methods utilizing convolutional neural networks (CNN) for denoising are trained using pairs of noisy and clean images to comprehend the transformation from a noisy image to a clean one. However, the acquisition of...

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Bibliographic Details
Main Authors: Hanlin Tan, Yu Liu, Maojun Zhang
Format: Article
Language:English
Published: Wiley 2024-10-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/ipr2.13170
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