Combining OBIA, CNN, and UAV imagery for automated detection and mapping of individual olive trees

Combining OBIA, CNN, and UAV imagery for automated detection and mapping of individual olive trees

The identification of individual trees is an important research topic in forestry, remote sensing and computer vision. It represents a tool for effectively and efficiently managing and maintaining forests and orchards. However, this task is not as simple as it seems; tree detection and counting can...

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Bibliographic Details
Main Authors: Oumaima Ameslek, Hafida Zahir, Hanane Latifi, El Mostafa Bachaoui
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Smart Agricultural Technology
Subjects:
CNN
Deep learning
Precision agriculture
UAV
OBIA
olive trees
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524001515

Internet

http://www.sciencedirect.com/science/article/pii/S2772375524001515

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