Package: FastSegmentation
Title: Unsupervised Cell Segmentation by Fast Gaussian Processes
Version: 0.0.1
Authors@R: c(
  person(given="Blythe", family="King", email="blyking@gmail.com", role=c("aut","cre")),
  person(given="Haoran", family="Yan", email="hyan82@gatech.edu", role="aut"), 
  person(given="Laura", family="Baracaldo", email="l.baracaldolancheros@lancaster.ac.uk", role="aut"), 
  person(given="Mengyang", family="Gu", email="mengyang@pstat.ucsb.edu", role="aut"))
Author: Blythe King [aut, cre],
  Haoran Yan [aut],
  Laura Baracaldo [aut],
  Mengyang Gu [aut]
Maintainer: Blythe King <blyking@gmail.com>
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>.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.3
Imports: EBImage, stats, magick, pracma, RobustGaSP
Suggests: plot3D
NeedsCompilation: no
Packaged: 2026-06-02 05:23:12 UTC; blyki
Repository: CRAN
Date/Publication: 2026-06-08 17:40:07 UTC
Built: R 4.5.2; ; 2026-06-08 17:50:29 UTC; unix
