Author

L. Hebert

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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Animal Behavior & Cognition· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Organism:C. elegans· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1

Frequent Co-Authors

G. J. Stephens· 2 shared A. C. Costa· 1 shared A. S. Mikheyev· 1 shared K. Bozek· 1 shared L. O'Shaughnessy· 1 shared T. Ahamed· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 9 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

G. J. Stephens

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2 papers

Recent·Most cited

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans

L. Hebert, T. Ahamed, A. C. Costa, L. O'Shaughnessy, G. J. Stephens

WormPose is an open-source tool for 2D pose estimation in C. elegans using synthetic data and convolutional networks, validated on both synthetic and real worms.

bioRxiv · Jul 9, 2020Animal Behavior & Cognition

Pixel personality for dense object tracking in a 2D honeybee hive

K. Bozek, L. Hebert, A. S. Mikheyev, G. J. Stephens

The paper develops a method for tracking densely packed honeybees in 2D hives using pixel personality for object recognition, achieving 46% trajectory reconstruction in 5 min recordings.

bioRxiv · Feb 15, 2019 · PreprintAnimal Behavior & Cognition