Large-scale date palm tree segmentation from multiscale UAV-based and aerial images using deep vision transformers

• Main Authors: Gibril, Mohamed Barakat A., Mohd Shafri, Helmi Zulhaidi, Al-Ruzouq, Rami, Shanableh, Abdallah, Nahas, Faten, Al Mansoori, Saeed
• Format: Article
• Language: English
• Published: MDPI 2023
• Online Access: http://psasir.upm.edu.my/id/eprint/110312/1/drones-07-00093-v2.pdf; http://psasir.upm.edu.my/id/eprint/110312/; https://www.mdpi.com/2504-446X/7/2/93

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...