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This research article evaluates various denoising methods for off-axis digital holograms affected by mixed noise, comparing classical filters with a supervised Swin transformer and a diffusion denoiser. The study synthesizes 100,000 holograms to assess performance, revealing that the best results were achieved using a combination of diffusion and BM3D, significantly improving phase reconstruction. The findings suggest that while transformer-based methods excel in intensity performance, diffusion models offe

Author

elifecedogan1344

Language

EN