Author

I. A. Usatov

ORCID 0000-0003-1249-7002Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

A. Bowker· 1 shared Alexey V. Altukhov· 1 shared Chad Nordstrom· 1 shared Irina S. TrukhanovaiD· 1 shared Strahan TuckeriD· 1 shared Бурканов Владимир НиколаевичiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperEcology

A. Bowker

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1 paper

Recent·Most cited

EcologybioRxivPreprintOct 8, 2026

Automated detection, morphometric measurement, and size-class determination of harbor seals (Phoca vitulina) from UAV orthomosaics: a cascaded deep-learning pipeline with stratified validation across platforms, sensors, altitudes, and substrates

I. A. Usatov, Бурканов Владимир Николаевич, Alexey V. Altukhov…·Irina S. Trukhanova

This paper develops a deep-learning pipeline for automated harbor seal detection and size-classification from drone imagery, showing high accuracy but variability in thermal vs. RGB performance.

DOI 10.64898/2026.10.01.755886

imagingdeep learning

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