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EMDiffuse Dataset

Authors: Lu Chixiang; Qi Xiaojuan; Jiang Haibo;

EMDiffuse Dataset

Abstract

Mouse brain cortex electron microscopy denoising and super-resolution dataset. The file format is organized as below: EMDiffsue_dataset brain_train // mouse brain cortex dataset to train 1 // region index. Each region contains images obtained using a 20,000 magnification rate and a 40,000 magnification rate with different imaging speeds. Brain__2w_01.tif // Super-resolution raw data. The magnification rate is 20,000 and the imaging time is ~ 7s Brain__2w_02.tif // Super-resolution raw data. The magnification rate is 20,000 and the imaging time is ~14s Brain__2w_03.tif // Super-resolution raw data. The magnification rate is 20,000 and the imaging time is ~20s Brain__4w_04.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~2s Brain__4w_05.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~4s Brain__4w_06.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~6s Brain__4w_07.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~8s Brain__4w_08.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~14s Brain__4w_09.tif // Denoising ground truth and super-resolution ground truth. The magnification rate is 40,000 and the imaging time is ~130s 2 .... brain_test // mouse brain cortex dataset to train 1 Brain__4w_04.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~2s Brain__2w_01.tif // Super-resolution raw data. The magnification rate is 20,000 and the imaging time is ~ 7s ... Heart // mouse heart dataset for transfer learning 1 Heart__4w_04.tif Heart__4w_05.tif ... 2 ... Liver // mouse liver dataset for transfer learning Bone Marrow // bone marrow dataset for transfer learning HeLa / / HeLa dataset for transfer learning

Keywords

Denoising, Super-resolution, Electron microscopy

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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