Illinois Data Bank

Realizations from Stochastic Image Models of Some Features Seen in Fluorescence Microscopy

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.

Technology and Engineering
image models; fluorescence microscopy; training data; image-to-image translation; generative model evaluation
See license.txt file in dataset.
U.S. National Institutes of Health (NIH)-Grant:P41EB031772
Frank Brooks
516 times
Version DOI Comment Publication Date
1 10.13012/B2IDB-2642688_V1 2025-03-28

751 Bytes File
863 MB File
3.17 GB File
20.4 KB File
524 MB File
1.93 GB File

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Dataset update: {"version_comment"=>[nil, ""], "subject"=>[nil, "Technology and Engineering"], "external_files_link"=>[nil, ""], "external_files_note"=>[nil, ""]} 2025-07-16T20:30:36Z
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