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

Abstract Tropical forests are a major component of the global carbon cycle and home to two‐thirds of terrestrial species. Upper‐canopy trees store the majority of forest carbon and can be vulnerable to drought events and storms. Monitoring their growth and mortality is essential to understanding for...

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Autors principals:	James G. C. Ball, Sebastian H. M. Hickman, Tobias D. Jackson, Xian Jing Koay, James Hirst, William Jay, Matthew Archer, Mélaine Aubry‐Kientz, Grégoire Vincent, David A. Coomes
Format:	Artigo
Idioma:	Inglês
Publicat:	Wiley 2023-10-01
Col·lecció:	Remote Sensing in Ecology and Conservation
Matèries:	Convolutional neural networks deep learning Detectron2 forest monitoring Mask R‐CNN tree crown delineation
Accés en línia:	https://doi.org/10.1002/rse2.332
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