Soulef Bouaafia

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 20

Top Topics

Top Venues

Multim. Tools Appl.

Int. J. Digit. Multim. Broadcast.

Comput. Intell. Neurosci.

Publications

Adnen Albouchi, Seifeddine Messaoud, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa
Implementation of an improved multi-object detection, tracking, and counting for autonomous driving. Multim. Tools Appl. 83 (18) (2024)
Wijden Bouzidi, Soulef Bouaafia, Mohamed Ali Hajjaji, Luis Miguel Bergasa
Enhanced U-Net Approach: Semantic Segmentation for Self-Driving Cars Applications. SSD (2023)
Rabie Helaly, Seifeddine Messaoud, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa
DTL-I-ResNet18: facial emotion recognition based on deep transfer learning and improved ResNet18. Signal Image Video Process. 17 (6) (2023)
Balkis Tej, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa
Automatic diagnosis of Plant Leaf Diseases based on Deep Learning Approach. SSD (2023)
Lazhar Khriji, Soulef Bouaafia, Seifeddine Messaoud, Ahmed Chiheb Ammari, Mohsen Machhout
Secure Convolutional Neural Network-Based Internet-of-Healthcare Applications. IEEE Access 11 (2023)
Lazhar Khriji, Seifeddine Messaoud, Soulef Bouaafia, Ahmed Chiheb Ammari, Mohsen Machhout
Enhanced CNN Security based on Adversarial FGSM Attack Learning: Medical Image Classification. SSD (2023)
Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi
Deep CNN Co-design for HEVC CU Partition Prediction on FPGA-SoC. Neural Process. Lett. 54 (4) (2022)
Seifeddine Messaoud, Soulef Bouaafia, Amna Maraoui, Ahmed Chiheb Ammari, Lazhar Khriji, Mohsen Machhout
Deep convolutional neural networks-based Hardware-Software on-chip system for computer vision application. Comput. Electr. Eng. 98 (2022)
Maraoui Amna, Werda Imen, Soulef Bouaafia, Fatma Ezahra Sayadi
Machine Learning-Based approaches to reduce HEVC intra coding unit partition decision complexity. Multim. Tools Appl. 81 (2) (2022)
Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Olfa Ben Ahmed, Fatma Ezahra Sayadi
Deep learning-based video quality enhancement for the new versatile video coding. Neural Comput. Appl. 34 (17) (2022)
Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi
Complexity Analysis of New Future Video Coding (FVC) Standard Technology. Int. J. Digit. Multim. Broadcast. 2021 (2021)
Soulef Bouaafia, Randa Khemiri, Maraoui Amna, Fatma Ezahra Sayadi
CNN-LSTM Learning Approach-Based Complexity Reduction for High-Efficiency Video Coding Standard. Sci. Program. 2021 (2021)
Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi
Rate-Distortion Performance Comparison: VVC vs. HEVC. SSD (2021)
Lazhar Khriji, Ahmed Chiheb Ammari, Seifeddine Messaoud, Soulef Bouaafia, Amna Maraoui, Mohsen Machhout
COVID-19 Recognition Based on Patient's Coughing and Breathing Patterns Analysis: Deep Learning Approach. FRUCT (2021)
Soulef Bouaafia, Seifeddine Messaoud, Randa Khemiri, Fatma Ezahra Sayadi
VVC In-Loop Filtering Based on Deep Convolutional Neural Network. Comput. Intell. Neurosci. 2021 (2021)
Amna Maraoui, Seifeddine Messaoud, Soulef Bouaafia, Ahmed Chiheb Ammari, Lazhar Khriji, Mohsen Machhout
PYNQ FPGA Hardware implementation of LeNet-5-Based Traffic Sign Recognition Application. SSD (2021)
Soulef Bouaafia, Seifeddine Messaoud, Amna Maraoui, Ahmed Chiheb Ammari, Lazhar Khriji, Mohsen Machhout
Deep Pre-trained Models for Computer Vision Applications: Traffic sign recognition. SSD (2021)
Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri
SVM-based Inter Prediction Mode Decision for HEVC. SSD (2020)
Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri
Fast CU partition-based machine learning approach for reducing HEVC complexity. J. Real Time Image Process. 17 (1) (2020)
Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri, Noureddine Liouane
A Deep CNN-LSTM Framework for Fast Video Coding. ICISP (2020)