Improved Super-Resolution Reconstruction Algorithm Based on SRGAN

To improve the performance of image super-resolution reconstruction, this paper optimizes the classical SRGAN model architecture. The original SRResNet is replaced with the EDSR network as the generator, which effectively enhances the ability to restore image details. To address the issue of insuffi...

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מידע ביבליוגרפי

Principais autores:	Guiying Zhang, Tianfu Guo, Zhiqiang Wang, Wenjia Ren, Aryan Joshi
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	MDPI AG 2025-09-01
סדרה:	Applied Sciences
נושאים:	SRGAN super-resolution reconstruction EDSR LSKNet attention mechanism Mish activation function staged training strategy
גישה מקוונת:	https://www.mdpi.com/2076-3417/15/18/9966
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