Compressed sensing transformer unfolding network for high resolution image denoising

Abstract In recent years, compressive sensing (CS) theory has garnered significant attention due to its advantages in high-resolution image processing. However, high-resolution images are susceptible to noise contamination prior to sampling, which leads to a noise folding phenomenon during CS denois...

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Bibliographic Details
Main Authors: Jie Zhang, Wenxiao Huang, Miaoxin Lu, Linwei Li, Yongpeng Shen, Yanfeng Wang, Jinsong Du
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Complex & Intelligent Systems
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Online Access:https://doi.org/10.1007/s40747-025-01963-0
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