Author

Troy Vann

Texas A&M University

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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Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Organism:plant (other)· 1

Frequent Co-Authors

Amir M. H. IbrahimiD· 1 shared Andrew R. McFarland· 1 shared David D. BaltenspergeriD· 1 shared Diptadeep BasakiD· 1 shared Fahimeh Orvati NiaiD· 1 shared Henry Y. FadamiroiD· 1 shared J. Alex Thomasson· 1 shared Joshua PeeplesiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPlant Biology

Amir M. H. IbrahimORCID

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1 paper

Recent·Most cited

A Data-Driven Image Extraction and Analysis Pipeline for Plant Phenotyping in Controlled Environments

Fahimeh Orvati Nia, Joshua Peeples, Seth C. Murray, Andrew R. McFarland, Troy Vann, Shima Salehi, Robert G. Hardin, David D. Baltensperger, Amir M. H. Ibrahim, J. Alex Thomasson, Henry Y. Fadamiro, Nithya K. Subramanian, Suresh D. Pillai, Rebecca Roston, Joslin Ishimwe, , Uday Santhosh Raju Vysyaraju

The paper develops an automated image analysis pipeline for plant phenotyping in controlled environments, using multispectral imaging and AI to extract and analyze phenotypic features across multiple crops.

bioRxiv · Jul 21, 2026 · PreprintPlant Biology