Efficient Large-scale Mapping of <em>Acacia Tortilis</em> Trees Using UAV-based Images and Transformer-based Semantic Segmentation Architectures

Gibril, Mohamed Barakat A.; Shanableh, Abdallah; Al-Ruzouq, Rami; Hammouri, Nezar; Lamghari, Fouad; Ahmed, Safa M.; Mansour, Ahmed; Jena, Ratiranjan; Shanableh, Hani; Almarzouqi, Mohammed Abdulraheem; Alafayfeh, Nedal Salem; Ghebremeskel, Simon Zerisenay

doi:https://doi.org/10.5194/isprs-annals-X-G-2025-285-2025

Articles | Volume X-G-2025

https://doi.org/10.5194/isprs-annals-X-G-2025-285-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/isprs-annals-X-G-2025-285-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume X-G-2025

10 Jul 2025

| 10 Jul 2025

Efficient Large-scale Mapping of Acacia Tortilis Trees Using UAV-based Images and Transformer-based Semantic Segmentation Architectures

Mohamed Barakat A. Gibril, Abdallah Shanableh, Rami Al-Ruzouq, Nezar Hammouri, Fouad Lamghari, Safa M. Ahmed, Ahmed Mansour, Ratiranjan Jena, Hani Shanableh, Mohammed Abdulraheem Almarzouqi, Nedal Salem Alafayfeh, and Simon Zerisenay Ghebremeskel

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Latest update: 11 Jul 2025

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