Author

Ivan Perez-Olivera

Centro Internacional de Mejoramiento de Maíz Y Trigo

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Plant Biology· 1

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

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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

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2025-2025 · peak 1/yr

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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

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