Author

X. J. Koay

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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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 Research Focus:spatial domain detection· 1

Frequent Co-Authors

D. A. Coomes· 1 shared G. Vincent· 1 shared J. G. C. Ball· 1 shared J. Hirst· 1 shared M. Archer· 1 shared M. Aubry-Kientz· 1 shared S. H. M. Hickman· 1 shared T. D. Jackson· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperEcology

D. A. Coomes

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1 paper

Recent·Most cited

Accurate delineation of individual tree crowns in tropical forests from aerial RGB imagery using Mask R-CNN

J. G. C. Ball, S. H. M. Hickman, T. D. Jackson, X. J. Koay, J. Hirst, W. Jay, M. Archer, M. Aubry-Kientz, G. Vincent, D. A. Coomes

This paper introduces Detectree2, a deep learning model that accurately segments individual tree crowns in tropical forests from aerial RGB imagery, enabling growth and mortality analysis of large trees.

bioRxiv · Jul 10, 2022Ecology