Author

Emma Belaud

Centre de Coopération Internationale en Recherche Agronomique pour le DéveloppementORCID 0009-0003-8023-5140Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1

Frequent Co-Authors

Christophe JourdaniD· 1 shared François PosticiD· 1 shared Guerric Le MaireiD· 1 shared Hadrien HendrikxiD· 1 shared Marion Lebeau· 1 shared Mickaël HeddeiD· 1 shared Morgan Scalabrino· 1 shared Philippe Gallet· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperEcology

Christophe JourdanORCID

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1 paper

Recent·Most cited

EcologybioRxivPreprintJun 16, 2026

Linking automated image analysis to ecological inference: high-throughput monitoring of soil fauna

Hadrien Hendrikx, Emma Belaud, François Postic…·Mickaël Hedde

This paper develops an efficient image processing pipeline for soil fauna monitoring by combining traditional computer vision with fine-tuned foundation models, reducing annotation effort and enabling large-scale ecological analysis.

DOI 10.64898/2026.06.16.732537

imagingdeep learning

𝕏 PostBluesky