195 citations · 242 across the 18 of their papers we have counts for
3 papers · 1 filter
Signal from Space: Detecting Schools and Towers to Bridge the Digital Divide
Zakarya Elmimouni, Sandor Farkas, Fares Fourati +3
Reliable internet access is essential for modern education, yet millions of school-aged children especially in developing regions remain offline due to unconnected schools. The Gig…
Label-Efficient School Detection from Aerial Imagery via Weakly Supervised Pretraining and Fine-Tuning
Zakarya Elmimouni, Fares Fourati, Mohamed-Slim Alouini
Accurate school detection is essential for supporting education initiatives, including infrastructure planning and expanding internet connectivity to underserved areas. However, ma…
An original framework for Wheat Head Detection using Deep, Semi-supervised and Ensemble Learning within Global Wheat Head Detection (GWHD) Dataset
Fares Fourati, Wided Souidene, Rabah Attia
In this paper, we propose an original object detection methodology applied to Global Wheat Head Detection (GWHD) Dataset. We have been through two major architectures of object det…