Author

Sierra McMurry

North Carolina State UniversityORCID 0009-0000-0268-8062Unclaimed 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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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Benjamin R. GoldsteiniD· 1 shared Mohammed Alyetama· 1 shared Roland KaysiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperEcology

Benjamin R. GoldsteinORCID

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1 paper

Recent·Most cited

EcologybioRxivPreprintJun 16, 2026

Automated Parameter Estimation for Camera Trap Density Models Using Computer Vision-Enhanced Distance Sampling

Sierra McMurry, Benjamin R. Goldstein, Mohammed Alyetama, Roland Kays

This paper develops an AI-driven pipeline to estimate animal density from camera traps by automatically extracting key parameters using computer vision and a hierarchical distance function.

DOI 10.64898/2026.06.14.732225

imagingdeep learning

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