Soulef Bouaafia

According to our database, Soulef Bouaafia authored at least 23 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., May, 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

Affordable Deep learning-based Leaf Disease Detection and Localization for Precision Agriculture.

Balkis Tej, Soulef Bouaafia, Olfa Ben Ahmed, Mohamed Ali Hajjaji, Abdellatif Mtibaa

Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

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

Secure Convolutional Neural Network-Based Internet-of-Healthcare Applications.

Lazhar Khriji, Soulef Bouaafia, Seifeddine Messaoud, Ahmed Chiheb Ammari, Mohsen Machhout

IEEE Access, 2023

Automatic diagnosis of Plant Leaf Diseases based on Deep Learning Approach.

Balkis Tej, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa

Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

Enhanced CNN Security based on Adversarial FGSM Attack Learning: Medical Image Classification.

Lazhar Khriji, Seifeddine Messaoud, Soulef Bouaafia, Ahmed Chiheb Ammari, Mohsen Machhout

Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

Enhanced U-Net Approach: Semantic Segmentation for Self-Driving Cars Applications.

Wijden Bouzidi, Soulef Bouaafia, Mohamed Ali Hajjaji, Luis Miguel Bergasa

Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

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

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

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 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

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

PhD thesis, 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

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

VVC In-Loop Filtering Based on Deep Convolutional Neural Network.

Soulef Bouaafia, Seifeddine Messaoud, Randa Khemiri, Fatma Ezahra Sayadi

Comput. Intell. Neurosci., 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

Proceedings of the 29th Conference of Open Innovations Association, 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

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 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

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

Rate-Distortion Performance Comparison: VVC vs. HEVC.

Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

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

A Deep CNN-LSTM Framework for Fast Video Coding.

Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri, Noureddine Liouane

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

SVM-based Inter Prediction Mode Decision for HEVC.

Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020