Image clearness processing for image restoration based on generative adversarial networks

•Innovative technique combining GANs and multi-scale attention mechanism.•Superior image restoration results and high PSNR values.•Enhanced stability and low error for improved image recognition accuracy. Image restoration and enhancement techniques have found widespread applications in the field of...

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Bibliographic Details

Published in:	International journal of cognitive computing in engineering Vol. 6; pp. 360 - 369
Main Authors:	Wang, Xin, E, Na, Yang, Jingbo
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.12.2025 KeAi Communications Co., Ltd
Subjects:	Enhancement Generative adversarial networks Image restoration Multi-scale attention mechanism Style rendering Generative adversarial networks Image restoration Multi-scale attention mechanism Enhancement Style rendering
ISSN:	2666-3074, 2666-3074
Online Access:	Get full text
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