FMD
Fluorescence Microscopy Denoising
Images
The Fluorescence Microscopy Denoising (FMD) dataset is dedicated to Poisson-Gaussian denoising. The dataset consists of 12,000 real fluorescence microscopy images obtained with commercial confocal, two-photon, and wide-field microscopes and representative biological samples such as cells, zebrafish, and mouse brain tissues. Image averaging is used to effectively obtain ground truth images and 60,000 noisy images with different noise levels.
Source: https://arxiv.org/abs/1812.10366 Image Source: https://github.com/bmmi/denoising-fluorescence
Related Benchmarks
FMD (materials)/Image Classification/Accuracy (%)FMD Confocal Fish/Medical Image Denoising/PSNRFMD Confocal Fish/Medical Image Denoising/SSIMFMD Confocal Mice/Medical Image Denoising/PSNRFMD Confocal Mice/Medical Image Denoising/SSIMFMD Two-Photon Mice/Medical Image Denoising/PSNRFMD Two-Photon Mice/Medical Image Denoising/SSIM