216 citations · 426 across the 14 of their papers we have counts for
6 papers · 1 filter
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery
Safa Ben Atitallah, Maha Driss, Wadii Boulila +3
Recently, Convolutional Neural Networks (CNNs) have made a great performance for remote sensing image classification. Plant recognition using CNNs is one of the active deep learnin…
Deep-Learning-based Automated Palm Tree Counting and Geolocation in Large Farms from Aerial Geotagged Images
Adel Ammar, Anis Koubaa
In this paper, we propose a deep learning framework for the automated counting and geolocation of palm trees from aerial images using convolutional neural networks. For this purpos…
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…
AI-based Pilgrim Detection using Convolutional Neural Networks
Marwa Ben Jabra, Adel Ammar, Anis Koubaa +2
Pilgrimage represents the most important Islamic religious gathering in the world where millions of pilgrims visit the holy places of Makkah and Madinah to perform their rituals. T…
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…