Author

Lucas Bernigaud Samatan

ORCID 0009-0002-5085-3362Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:plant (other)· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Afef MarzouguiiD· 1 shared Alexis CarlieriD· 1 shared Alexis ComariD· 1 shared Andrea VisioniiD· 1 shared Andreas HundiD· 1 shared Benjamin DumontiD· 1 shared Benoît de SolaniD· 1 shared Benoît MercatorisiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPlant Biology

Afef MarzouguiORCID

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1 paper

Recent·Most cited

Plant BiologyPlant PhenomicsPeer-reviewedAug 6, 2025

✦ In-depth digest

The Global Wheat Full Semantic Organ Segmentation (GWFSS) dataset

Zi Helen Huang, Radek Zenkl, Latifa Greche…·Andreas Hund

A 1,096-image pixel-labelled wheat organ dataset plus 52,078 unlabelled field images from 11 institutions enables Segformer leaf and spike segmentation near 90% mIoU, while stems lag.

21 citationstop 1%

plant (other)imaging

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