Dual branch attention network for image super-resolution

Abstract The advancement of deep convolutional neural networks (CNNs) has resulted in remarkable achievements in image super-resolution methods utilizing CNNs. However, these methods have been limited by a narrow perceptual field and often require a high number of parameters and computational comple...

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Bibliographic Details
Main Authors: Yiwei Hu, Yisu Ge, Mingming Qi, Shuhua Xu
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-97190-1
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