Aerial Identification of Amazonian Palms in High-Density Forest Using Deep Learning
This paper presents an integrated aerial system for the identification of Amazonian Moriche palm (<i>Mauritia flexuosa</i>) in dense forests, by analyzing the UAV-captured RGB imagery using a Mask R-CNN deep learning approach. The model was trained with 478 labeled palms, using the trans...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2022-04-01
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Series: | Forests |
Subjects: | |
Online Access: | https://www.mdpi.com/1999-4907/13/5/655 |