Search Results for author: Hasan Nasrallah

Found 5 papers, 2 papers with code

Automated National Urban Map Extraction

no code implementations9 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.

Earth Observation Instance Segmentation +1

Zero-Shot Refinement of Buildings' Segmentation Models using SAM

1 code implementation3 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.

Image Segmentation Instance Segmentation +2

Empirical Study of PEFT techniques for Winter Wheat Segmentation

2 code implementations3 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.

Out-of-Distribution Generalization

Sci-Net: Scale Invariant Model for Buildings Segmentation from Aerial Imagery

no code implementations12 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.

Earth Observation Segmentation

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