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