Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN

Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN

Olive tree growing is an important economic activity in many countries, mostly in the Mediterranean Basin, Argentina, Chile, Australia, and California. Although recent intensification techniques organize olive groves in hedgerows, most olive groves are rainfed and the trees are scattered (as in Spai...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Safonova, Anastasiia, Guirado Hernández, Emilio, Maglinets, Yuriy, Alcaraz Segura, Domingo, Tabik, Siham
Format: info:eu-repo/semantics/article
Sprache:English
Veröffentlicht: MDPI 2021
Schlagworte:
instance segmentation
machine learning
deep neural networks
olive trees
ultra-high resolution images
Online Zugang:http://hdl.handle.net/10835/11991
https://doi.org/10.3390/s21051617

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