Author

Vinícius J. Amaral

Monterey Bay Aquarium Research InstituteORCID 0000-0001-8178-5695Unclaimed 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:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1

Frequent Co-Authors

Colleen A. DurkiniD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

1 paper

Recent·Most cited

EcologyLimnology and Oceanography MethodsPeer-reviewedDec 28, 2024

A computer vision-based approach for estimating carbon fluxes from sinking particles in the ocean

Vinícius J. Amaral, Colleen A. Durkin

This paper introduces a computer vision method to estimate carbon fluxes from sinking particles using allometric relationships, reducing human annotation time by 90% and matching chemical measurements.

4 citations

imagingdeep learning

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