Illinois Data Bank - Dataset

Realizations from Stochastic Image Models of Some Features Seen in Fluorescence Microscopy
Cite this dataset:
Brooks, Frank (2025): Realizations from Stochastic Image Models of Some Features Seen in Fluorescence Microscopy. University of Illinois Urbana-Champaign. https://doi.org/10.13012/B2IDB-2642688_V1
Dataset Description

8-bit RGB realizations of a stochastic image model (SIM) of the **kinds** of things seen in fluorescence microscopy of biological samples. Note that no attempt was made to model a particular tissue, sample, or microscope. Distinct image features are seen in each color channel. The first public mention of these SIMs is in "Evaluation of Machine-generated Biomedical Images via A Tally-based Similarity Measure" by Frank Brooks and Rucha Deshpande. Manuscript on ArXiv and submitted for publication.
Keywords image models; fluorescence microscopy; training data; image-to-image translation; generative model evaluation
License See license.txt file in dataset.
Funder U.S. National Institutes of Health (NIH)-Grant:P41EB031772
Corresponding Creator Frank Brooks
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Version DOI Comment Publication Date
1 10.13012/B2IDB-2642688_V1 2025-03-28

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