MSTNet: a multi-stage progressive network with local–global transformer fusion for image restoration

Abstract Image restoration is a challenging and complex problem involving recovering the original clear image from a degraded or noisy image. In the medical field, image restoration techniques can significantly improve the quality of endoscopic images, helping doctors make more accurate diagnoses an...

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Bibliographic Details
Main Authors: Ruyu Liu, Lin Wang, Jie He, Jiajia Wang, Jianhua Zhang, Xiufeng Liu, Chaochao Wang, Haoyu Zhang, Sheng Dai
Format: Article
Language:English
Published: Springer 2025-04-01
Series:Complex & Intelligent Systems
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Online Access:https://doi.org/10.1007/s40747-025-01892-y
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