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FastSegmentation  

Unsupervised Cell Segmentation by Fast Gaussian Processes
View on CRAN: Click here


Download and install FastSegmentation package within the R console
Install from CRAN:
install.packages("FastSegmentation")

Install from Github:
library("remotes")
install_github("cran/FastSegmentation")

Install by package version:
library("remotes")
install_version("FastSegmentation", "0.0.1")



Attach the package and use:
library("FastSegmentation")
Maintained by
Blythe King
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-08
Latest Update: 2026-06-08
Description:
Performs fast Gaussian process-based segmentation of microscopy images using spatial smoothing and data-driven thresholding. Code based on Baracaldo, L., King, B., Yan, H., Lin, Y., Miolane, N., & Gu, M. (2025). "Unsupervised cell segmentation by fast Gaussian processes." arXiv preprint <doi:10.48550/arXiv.2505.18902>.
How to cite:
Blythe King (2026). FastSegmentation: Unsupervised Cell Segmentation by Fast Gaussian Processes. R package version 0.0.1, https://cran.r-project.org/web/packages/FastSegmentation. Accessed 29 Jul. 2026.
Previous versions and publish date:
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