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UBSIM dataset

Datasets for the paper "High-speed blind structured illumination microscopy via unsupervised algorithm unrolling". The mixed set psf 4 and 5 folders contain synthetic datasets and the code used to generate them. These data are used for training and evaluating the UBSIM models. Generalization data

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CreatorZachary Burns
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Published2025-12-08
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DOI10.5281/zenodo.17852915
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Downloads612
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Licensecc-by-4.0
File Size15.0 GB
Data TypeDataset
Published2025
Licensecc-by-4.0
Total Views514
Total Downloads612

Datasets for the paper “High-speed blind structured illumination microscopy via unsupervised algorithm unrolling”. The mixed set psf 4 and 5 folders contain synthetic datasets and the code used to generate them. These data are used for training and evaluating the UBSIM models. Generalization data contains the data used for training and testing the models in the generalization figure. Experimental figure data contains the experimental data used in the live cell figure images and the supplementary videos.

Code for the UBSIM algorithm is available at: https://github.com/Zach-T-Burns/Unrolled-blind-SIM

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UBSIM dataset (Full Dataset)15.0 GB
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ReadmeVia DOI record
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Files are hosted on the source repository. Click download to access the full dataset.

Zachary Burns (2025). UBSIM dataset. https://doi.org/10.5281/zenodo.17852915