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
Downloaded 27 times
Version DOI Comment Publication Date
1 10.13012/B2IDB-2642688_V1 2025-03-28

Open in Globus File Manager what's Globus?
751 Bytes File
863 MB File
3.17 GB File
20.4 KB File
524 MB File
1.93 GB File

Contact the Research Data Service for help interpreting this log.