CNN-Based Tree Species Classification Using High Resolution RGB Image Data from Automated UAV Observations

Data on the distribution of tree species are often requested by forest managers, inventory agencies, foresters as well as private and municipal forest owners. However, the automated detection of tree species based on passive remote sensing data from aerial surveys is still not sufficiently developed...

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Bibliographic Details
Main Authors: Sebastian Egli, Martin Höpke
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Remote Sensing
Subjects:
CNN
UAV
RGB
Online Access:https://www.mdpi.com/2072-4292/12/23/3892