Large-Scale Date Palm Tree Segmentation from Multiscale UAV-Based and Aerial Images Using Deep Vision Transformers

Large-Scale Date Palm Tree Segmentation from Multiscale UAV-Based and Aerial Images Using Deep Vision Transformers

The reliable and efficient large-scale mapping of date palm trees from remotely sensed data is crucial for developing palm tree inventories, continuous monitoring, vulnerability assessments, environmental control, and long-term management. Given the increasing availability of UAV images with limited...

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Bibliographic Details
Main Authors: Mohamed Barakat A. Gibril, Helmi Zulhaidi Mohd Shafri, Rami Al-Ruzouq, Abdallah Shanableh, Faten Nahas, Saeed Al Mansoori
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Drones
Subjects:
vision transformer
semantic segmentation
tree crown delineation
Segformer
Swin transformer
Segmenter
Online Access:https://www.mdpi.com/2504-446X/7/2/93

Internet

https://www.mdpi.com/2504-446X/7/2/93

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