yinhaoz / denoising-fluorescence

CVPR 2019: Fluorescence Microscopy Denoising (FMD) dataset
https://arxiv.org/abs/1812.10366
MIT License
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could this dataset applied for x-ray deep denoising? #4

Closed Nano-RK closed 2 years ago

Nano-RK commented 3 years ago

Mentioned in the article: "This work is dedicated for fluorescence microscopy denoising where the images are corrupted by Poisson-Gaussian noise; in particular,Poisson noise, or shot noise, is the dominant noise source"

Due to the lack of dataset in x ray field(not in medical x-ray field),I want use this dataset for training. So could this dataset applied for x-ray deep denoising?the x-ray images are mainly corrupted by poisson noise.

In addition ,the dataset URL cannot be opened in mainland China,

hope for your reply!

yzhang34 commented 3 years ago

Hello,

If X-ray data are truly Poisson-noise dominated, then I think it is possible to use our dataset for training.

Please consider using VPN to download our dataset.

Thank you!

Nano-RK commented 3 years ago

Hello,

If X-ray data are truly Poisson-noise dominated, then I think it is possible to use our dataset for training.

Please consider using VPN to download our dataset.

Thank you!

Thank you vary much!