FastSegmentation

Unsupervised Cell Segmentation by Fast Gaussian Processes

v0.0.1 · Jun 8, 2026 · MIT + file LICENSE

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>.

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r-devel-linux-x86_64-debian-gcc	OK	43.1s
r-devel-linux-x86_64-fedora-clang	OK	93.7s
r-devel-linux-x86_64-fedora-gcc	OK	88.5s
r-devel-windows-x86_64	OK	73s
r-oldrel-macos-arm64	ERROR	9s
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r-oldrel-windows-x86_64	OK	90s
r-patched-linux-x86_64	OK	54.7s
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r-release-macos-arm64	OK	24s
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r-release-windows-x86_64	OK	76s

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See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
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ERROR 6 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 9, 2026

ERROR r-oldrel-macos-arm64

package dependencies

Package required but not available: ‘EBImage’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.

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new 0.0.1 Jun 8, 2026