7 papers
Entropy-Centric Explainable AI for Remote Sensing Image Segmentation
Ali Saleh, Abdul Karim Gizzini, Mohamad Ghassany +1
Artificial intelligence (AI) has become a powerful approach to solving complex problems in critical domains. Many concerns arise regarding the decision-making process of its models…
Quantum Meets SAR: A Novel Range-Doppler Algorithm for Next-Gen Earth Observation
Khalil Al Salahat, Mohamad El Moussawi, Ali J. Ghandour
Synthetic Aperture Radar (SAR) plays a vital role in remote sensing due to its ability to capture high-resolution images regardless of weather conditions or daylight. However, to t…
A Quantitative Evaluation Framework for Explainable AI in Semantic Segmentation
Reem Hammoud, Abdul Karim Gizzini, Ali J. Ghandour
Ensuring transparency and trust in artificial intelligence (AI) models is essential as they are increasingly deployed in safety-critical and high-stakes domains. Explainable AI (XA…
50 Years of Water Body Monitoring: The Case of Qaraaoun Reservoir, Lebanon
Ali Ahmad Faour, Nabil Amacha, Ali J. Ghandour
The sustainable management of the Qaraaoun Reservoir, the largest surface water body in Lebanon located in the Bekaa Plain, depends on reliable monitoring of its storage volume des…
A Decade of Wheat Mapping for Lebanon
Hasan Wehbi, Hasan Nasrallah, Mohamad Hasan Zahweh +3
Wheat accounts for approximately 20% of the world's caloric intake, making it a vital component of global food security. Given this importance, mapping wheat fields plays a crucial…
Efficient Adaptation For Remote Sensing Visual Grounding
Hasan Moughnieh, Mohamad Chalhoub, Hasan Nasrallah +4
Adapting pre-trained models has become an effective strategy in artificial intelligence, offering a scalable and efficient alternative to training models from scratch. In the conte…