Silvi-Net – A dual-CNN approach for combined classification of tree species and standing dead trees from remote sensing data

Silvi-Net – A dual-CNN approach for combined classification of tree species and standing dead trees from remote sensing data

Forest managers and nature conservationists rely on precise mapping of single trees from remote sensing data for efficient estimation of forest attributes. In recent years, additional quantification of dead wood in particular has garnered interest. However, tree-level approaches utilizing segmented...

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Bibliographic Details
Main Authors: S. Briechle, P. Krzystek, G. Vosselman
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
ALS
Multispectral imagery
3D vegetation mapping
Dead trees
CNN
Transfer learning
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243420309351

Internet

http://www.sciencedirect.com/science/article/pii/S0303243420309351

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