Author

Charles Rongione

UCLouvain

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Abraham George SmithiD· 1 shared Céline Chevalier· 1 shared Christophe De VleeschouweriD· 1 shared Guillaume LobetiD· 1 shared Xavier DrayeiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioengineering

Abraham George SmithORCID

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1 paper

Recent·Most cited

MultiSpecies Canopy Segmentation: Interactive Machine-Learning and Pseudo-Labelling are key

Charles Rongione, Abraham George Smith, Céline Chevalier, Christophe De Vleeschouwer, Guillaume Lobet, Xavier Draye

This paper develops a method to train deep-learning models for multi-species canopy segmentation using FCNNs and pseudo-labeling, achieving high accuracy with reduced human effort.

bioRxiv · Dec 10, 2025 · PreprintBioengineering