Design of a Novel Conditional Noise Predictor for Image Super-Resolution Reconstruction Based on DDPM

Image super-resolution (SR) reconstruction is a critical task aimed at enhancing low-quality images to obtain high-quality counterparts. Existing denoising diffusion models have demonstrated commendable performance in handling image SR reconstruction tasks; however, they often require thousands—or e...

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Bibliographic Details
Main Authors: Jiyan Zhang, Hua Sun, Haiyang Fan, Yujie Xiong, Jiaqi Zhang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Journal of Imaging
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Online Access:https://www.mdpi.com/2313-433X/11/5/138
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