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CARE 2D denoising and upsampling example data

Name: CARE 2D denoising and upsampling example data
Creator: Weigert, Martin
Keywords: CARE, dataset, denoising, upsampling

Research datakeyboard_double_arrow_right Dataset 08 Aug 2022Publisher:Zenodo

Authors: Weigert, Martin;

doi: 10.5281/zenodo.6973410 , 10.5281/zenodo.6973411

CARE 2D denoising and upsampling example data

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Abstract

Example data for 2D CARE denoising/upsampling consisting of pairs of low and high signal-to-noise ratio (SNR) 2D images of cells. The high SNR images are acquistions of Human U2OS cells taken from the Broad Bioimage Benchmark Collection and the low SNR images were created by synthetically adding strong read-out and shot-noise and applying pixel binning of 2x2, thus mimicking acquisitions at a very low light level.

Related Organizations

École Polytechnique Fédérale de Lausanne EPFL
Switzerland

Keywords

CARE, dataset, denoising, upsampling

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