2 citations · 3 across the 4 of their papers we have counts for
5 papers
Automated National Urban Map Extraction
Hasan Nasrallah, Abed Ellatif Samhat, Cristiano Nattero +1
Developing countries usually lack the proper governance means to generate and regularly update a national rooftop map. Using traditional photogrammetry and surveying methods to pro…
Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation
Abdul Karim Gizzini, Mustafa Shukor, Ali J. Ghandour
Current AI-based methods do not provide comprehensible physical interpretations of the utilized data, extracted features, and predictions/inference operations. As a result, deep le…
Empirical Study of PEFT techniques for Winter Wheat Segmentation
Mohamad Hasan Zahweh, Hasan Nasrallah, Mustafa Shukor +2
Parameter Efficient Fine Tuning (PEFT) techniques have recently experienced significant growth and have been extensively employed to adapt large vision and language models to vario…
Trainable Noise Model as an XAI evaluation method: application on Sobol for remote sensing image segmentation
Hossein Shreim, Abdul Karim Gizzini, Ali J. Ghandour
eXplainable Artificial Intelligence (XAI) has emerged as an essential requirement when dealing with mission-critical applications, ensuring transparency and interpretability of the…
Analyzing Factors Associated with Fatal Road Crashes: A Machine Learning Approach
Ali J. Ghandour, Huda Hammoud, Samar Al-Hajj
Road traffic injury accounts for a substantial human and economic burden globally. Understanding risk factors contributing to fatal injuries is of paramount importance. In this stu…