Author

Afef Marzougui

ETH ZurichORCID 0000-0002-9180-9045Unclaimed 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

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 Carlos A. Robles‐ZazuetaiD· 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

Alexis CarlierORCID

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1 paper

Recent·Most cited

The Global Wheat Full Semantic Organ Segmentation (GWFSS) dataset

Zi Helen Huang, Radek Zenkl, Latifa Greche, Benoît de Solan, Lucas Bernigaud Samatan, Safaa Ouahid, Andrea Visioni, Carlos A. Robles‐Zazueta, Francisco Pinto, Ivan Perez-Olivera, Matthew Paul Reynolds, Chen Zhu, Shouyang Liu, Marie-Pia D'argaignon, Raúl López‐Lozano, , 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.

Plant Phenomics · Aug 6, 2025Peer-reviewedPlant Biology✦ In-depth digest