Unsupervised Cell Segmentation by Fast Gaussian Processes

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 .


Reference manual

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install.packages("FastSegmentation")

0.0.1 by Blythe King, 4 months ago


Browse source code at https://github.com/cran/FastSegmentation


Authors: Blythe King [aut, cre] , Haoran Yan [aut] , Laura Baracaldo [aut] , Mengyang Gu [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports EBImage, stats, magick, pracma, RobustGaSP

Suggests plot3D


See at CRAN