Author

David Rousseau

Primary ORCID profile (0000-0002-7935-1609 · 3 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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David RousseauiD3 papers · Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement

Biology Disciplines

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Plant Biology· 1

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:plant (other)· 1

Frequent Co-Authors

Carole Frindel· 1 shared Clément Douarre· 1 shared Richard Schielein· 1 shared Stefan Gerth· 1 shared

Activity by Year

2016-2016 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperPlant Biology

Carole Frindel

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1 paper

Recent·Most cited

Deep learning based root-soil segmentation from X-ray tomography

Clément Douarre, Richard Schielein, Carole Frindel, Stefan Gerth, David Rousseau

This paper applies deep learning to segment roots from soil in X-ray tomography images, showing effectiveness even with low contrast and using synthetic data for training.

bioRxiv · Aug 25, 2016 · PreprintPlant Biology