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>.
| Version: | 0.0.1 |
| Imports: | EBImage, stats, magick, pracma, RobustGaSP |
| Suggests: | plot3D |
| Published: | 2026-06-08 |
| DOI: | 10.32614/CRAN.package.FastSegmentation (may not be active yet) |
| Author: | Blythe King [aut, cre], Haoran Yan [aut], Laura Baracaldo [aut], Mengyang Gu [aut] |
| Maintainer: | Blythe King <blyking at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| CRAN checks: | FastSegmentation results |
| Reference manual: | FastSegmentation.html , FastSegmentation.pdf |
| Package source: | FastSegmentation_0.0.1.tar.gz |
| Windows binaries: | r-devel: not available, r-release: FastSegmentation_0.0.1.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): FastSegmentation_0.0.1.tgz, r-oldrel (arm64): not available, r-release (x86_64): FastSegmentation_0.0.1.tgz, r-oldrel (x86_64): FastSegmentation_0.0.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=FastSegmentation to link to this page.