no code implementations • 9 Apr 2024 • Hasan Nasrallah, Abed Ellatif Samhat, Cristiano Nattero, Ali J. Ghandour
Developing countries usually lack the proper governance means to generate and regularly update a national rooftop map.
1 code implementation • 3 Oct 2023 • Ali Mayladan, Hasan Nasrallah, Hasan Moughnieh, Mustafa Shukor, Ali J. Ghandour
For this aim, we present a novel approach to adapt foundation models to address existing models' generalization dropback.
2 code implementations • 3 Oct 2023 • Mohamad Hasan Zahweh, Hasan Nasrallah, Mustafa Shukor, Ghaleb Faour, Ali J. Ghandour
This study seeks to bridge this gap by comprehensively exploring the feasibility of cross-area and cross-year out-of-distribution generalization using the State-of-the-Art (SOTA) wheat crop monitoring model.
no code implementations • 22 Nov 2021 • Hasan Nasrallah, Abed Ellatif Samhat, Yilei Shi, Xiaoxiang Zhu, Ghaleb Faour, Ali J. Ghandour
Factors such as size, ground coverage ratio and PV_out are carefully investigated for each district.
no code implementations • 12 Nov 2021 • Hasan Nasrallah, Mustafa Shukor, Ali J. Ghandour
Buildings' segmentation is a fundamental task in the field of earth observation and aerial imagery analysis.