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SwinTCS: A Swin Transformer Approach to Compressive Sensing with Non-Local Denoising

In the era of the Internet of Things (IoT), the rapid growth of interconnected devices has intensified the demand for efficient data acquisition and processing techniques. Compressive Sensing (CS) has emerged as a promising approach for simultaneous signal acquisition and dimensionality reduction, p...

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Tallennettuna:
Päätekijät: Xiuying Li, Haoze Li, Hongwei Liao, Zhufeng Suo, Xuesong Chen, Jiameng Han
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI AG 2025-04-01
Sarja:Journal of Imaging
Aiheet:
compressive sensing
Swin Transformer
non-local means denoising
CNN
image reconstruction
Linkit:https://www.mdpi.com/2313-433X/11/5/139
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