NG-GAN: A Robust Noise-Generation Generative Adversarial Network for Generating Old-Image Noise

NG-GAN: A Robust Noise-Generation Generative Adversarial Network for Generating Old-Image Noise

Numerous old images and videos were captured and stored under unfavorable conditions. Hence, old images and videos have uncertain and different noise patterns compared with those of modern ones. Denoising old images is an effective technique for reconstructing a clean image containing crucial inform...

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Bibliographic Details
Main Authors: Sadat Hossain, Bumshik Lee
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
generative adversarial network
image denoising
recurrent residual channel and spatial attention
noise generation
perception-based image quality evaluator
Online Access:https://www.mdpi.com/1424-8220/23/1/251

Internet

https://www.mdpi.com/1424-8220/23/1/251

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