SVM-based Inter Prediction Mode Decision for HEVC. - Soulef Bouaafia; Randa Khemiri; Fatma Ezahra Sayadi; Mohamed Atri (SSD, 2020)

A Deep CNN-LSTM Framework for Fast Video Coding. - Soulef Bouaafia; Randa Khemiri; Fatma Ezahra Sayadi; Mohamed Atri; Noureddine Liouane (ICISP, 2020)

Fast CU partition-based machine learning approach for reducing HEVC complexity. - Soulef Bouaafia; Randa Khemiri; Fatma Ezahra Sayadi; Mohamed Atri (J. Real Time Image Process., 2020)

Rate-Distortion Performance Comparison: VVC vs. HEVC. - Soulef Bouaafia; Randa Khemiri; Fatma Ezahra Sayadi (SSD, 2021)

Deep Pre-trained Models for Computer Vision Applications: Traffic sign recognition. - Soulef Bouaafia; Seifeddine Messaoud; Amna Maraoui; Ahmed Chiheb Ammari; Lazhar Khriji; Mohsen Machhout (SSD, 2021)

PYNQ FPGA Hardware implementation of LeNet-5-Based Traffic Sign Recognition Application. - Amna Maraoui; Seifeddine Messaoud; Soulef Bouaafia; Ahmed Chiheb Ammari; Lazhar Khriji; Mohsen Machhout (SSD, 2021)

COVID-19 Recognition Based on Patient's Coughing and Breathing Patterns Analysis: Deep Learning Approach. - Lazhar Khriji; Ahmed Chiheb Ammari; Seifeddine Messaoud; Soulef Bouaafia; Amna Maraoui; Mohsen Machhout (FRUCT, 2021)

VVC In-Loop Filtering Based on Deep Convolutional Neural Network. - Soulef Bouaafia; Seifeddine Messaoud; Randa Khemiri; Fatma Ezahra Sayadi (Comput. Intell. Neurosci., 2021)

Complexity Analysis of New Future Video Coding (FVC) Standard Technology. - Soulef Bouaafia; Randa Khemiri; Seifeddine Messaoud; Fatma Ezahra Sayadi (Int. J. Digit. Multim. Broadcast., 2021)

CNN-LSTM Learning Approach-Based Complexity Reduction for High-Efficiency Video Coding Standard. - Soulef Bouaafia; Randa Khemiri; Maraoui Amna; Fatma Ezahra Sayadi (Sci. Program., 2021)

Optimization and Acceleration of HEVC and VVC Video CompressionStandards Using Artificial Intelligence on Parallel Processing Platforms. (Optimisation et Accélération des Normes de Compression VidéoHEVC et VVC utilisant l'Intelligence Artificielle sur des Plateformesde Traitement Parallèle). - Soulef Bouaafia (2021)

Deep convolutional neural networks-based Hardware-Software on-chip system for computer vision application. - Seifeddine Messaoud; Soulef Bouaafia; Amna Maraoui; Ahmed Chiheb Ammari; Lazhar Khriji; Mohsen Machhout (Comput. Electr. Eng., 2022)

Machine Learning-Based approaches to reduce HEVC intra coding unit partition decision complexity. - Maraoui Amna; Werda Imen; Soulef Bouaafia; Fatma Ezahra Sayadi (Multim. Tools Appl., 2022)

Deep learning-based video quality enhancement for the new versatile video coding. - Soulef Bouaafia; Randa Khemiri; Seifeddine Messaoud; Olfa Ben Ahmed; Fatma Ezahra Sayadi (Neural Comput. Appl., 2022)

Deep CNN Co-design for HEVC CU Partition Prediction on FPGA-SoC. - Soulef Bouaafia; Randa Khemiri; Seifeddine Messaoud; Fatma Ezahra Sayadi (Neural Process. Lett., 2022)

Enhanced U-Net Approach: Semantic Segmentation for Self-Driving Cars Applications. - Wijden Bouzidi; Soulef Bouaafia; Mohamed Ali Hajjaji; Luis Miguel Bergasa (SSD, 2023)

Enhanced CNN Security based on Adversarial FGSM Attack Learning: Medical Image Classification. - Lazhar Khriji; Seifeddine Messaoud; Soulef Bouaafia; Ahmed Chiheb Ammari; Mohsen Machhout (SSD, 2023)

Automatic diagnosis of Plant Leaf Diseases based on Deep Learning Approach. - Balkis Tej; Soulef Bouaafia; Mohamed Ali Hajjaji; Abdellatif Mtibaa (SSD, 2023)

Secure Convolutional Neural Network-Based Internet-of-Healthcare Applications. - Lazhar Khriji; Soulef Bouaafia; Seifeddine Messaoud; Ahmed Chiheb Ammari; Mohsen Machhout (IEEE Access, 2023)

HPAR: deep neural network-based approach for human pose-activity recognition. - Wijden Bouzidi; Soulef Bouaafia; Mohamed Ali Hajjaji; Taoufik Saidani (J. Electronic Imaging, 2023)

DTL-I-ResNet18: facial emotion recognition based on deep transfer learning and improved ResNet18. - Rabie Helaly; Seifeddine Messaoud; Soulef Bouaafia; Mohamed Ali Hajjaji; Abdellatif Mtibaa (Signal Image Video Process., 2023)

Affordable Deep learning-based Leaf Disease Detection and Localization for Precision Agriculture. - Balkis Tej; Soulef Bouaafia; Olfa Ben Ahmed; Mohamed Ali Hajjaji; Abdellatif Mtibaa (ATSIP, 2024)

AI-based smart agriculture 4.0 system for plant diseases detection in Tunisia. - Balkis Tej; Soulef Bouaafia; Mohamed Ali Hajjaji; Abdellatif Mtibaa (Signal Image Video Process., 2024)

Implementation of an improved multi-object detection, tracking, and counting for autonomous driving. - Adnen Albouchi; Seifeddine Messaoud; Soulef Bouaafia; Mohamed Ali Hajjaji; Abdellatif Mtibaa (Multim. Tools Appl., 2024)