A lightweight high-frequency mamba network for image super-resolution

Abstract After continuous development, many researchers are exploring how to better utilize global and local information in single image super-resolution (SISR). Various methods based on convolutional neural network (CNN) and Transformer structures have emerged, but few studies have mentioned how to...

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Bibliographic Details
Main Authors: Tao Wu, Wei Xu, Yajuan Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-11663-x
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