Automatic Segmentation of <em>Mauritia flexuosa</em> in Unmanned Aerial Vehicle (UAV) Imagery Using Deep Learning

Automatic Segmentation of <em>Mauritia flexuosa</em> in Unmanned Aerial Vehicle (UAV) Imagery Using Deep Learning

One of the most important ecosystems in the Amazon rainforest is the <i>Mauritia flexuosa</i> swamp or “aguajal”. However, deforestation of its dominant species, the <i>Mauritia flexuosa</i> palm, also known as “aguaje”, is a common issue, and conservation is poorly monitored...

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Bibliographic Details
Main Authors: Giorgio Morales, Guillermo Kemper, Grace Sevillano, Daniel Arteaga, Ivan Ortega, Joel Telles
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Forests
Subjects:
<i>Mauritia flexuosa</i>
semantic segmentation
end-to-end learning
convolutional neural network
forest inventory
Online Access:https://www.mdpi.com/1999-4907/9/12/736

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https://www.mdpi.com/1999-4907/9/12/736

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