216 citations · 223 across the 5 of their papers we have counts for
5 papers
Securing the Classification of COVID-19 in Chest X-ray Images: A Privacy-Preserving Deep Learning Approach
Wadii Boulila, Adel Ammar, Bilel Benjdira +1
Deep learning (DL) is being increasingly utilized in healthcare-related fields due to its outstanding efficiency. However, we have to keep the individual health data used by DL mod…
DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture
Alam Noor, Bilel Benjdira, Adel Ammar +1
Aggressive driving (i.e., car drifting) is a dangerous behavior that puts human safety and life into a significant risk. This behavior is considered as an anomaly concerning the re…
Activity Monitoring of Islamic Prayer (Salat) Postures using Deep Learning
Anis Koubaa, Adel Ammar, Bilel Benjdira +6
In the Muslim community, the prayer (i.e. Salat) is the second pillar of Islam, and it is the most essential and fundamental worshiping activity that believers have to perform five…
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images
Bilel Benjdira, Yakoub Bazi, Anis Koubaa +1
Segmenting aerial images is being of great potential in surveillance and scene understanding of urban areas. It provides a mean for automatic reporting of the different events that…
Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3
Bilel Benjdira, Taha Khursheed, Anis Koubaa +2
Unmanned Aerial Vehicles are increasingly being used in surveillance and traffic monitoring thanks to their high mobility and ability to cover areas at different altitudes and loca…