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2020 – today
- 2024
[j13]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): 53467-53495 (2024)- [j12]Balkis Tej, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa:
AI-based smart agriculture 4.0 system for plant diseases detection in Tunisia. Signal Image Video Process. 18(S1): S97-S111 (2024) - [c10]Balkis Tej, Soulef Bouaafia, Olfa Ben Ahmed, Mohamed Ali Hajjaji, Abdellatif Mtibaa:
Affordable Deep learning-based Leaf Disease Detection and Localization for Precision Agriculture. ATSIP 2024: 564-569 - 2023
- [j11]Lazhar Khriji, Soulef Bouaafia, Seifeddine Messaoud, Ahmed Chiheb Ammari, Mohsen Machhout:
Secure Convolutional Neural Network-Based Internet-of-Healthcare Applications. IEEE Access 11: 36787-36804 (2023) - [j10]Wijden Bouzidi, Soulef Bouaafia, Mohamed Ali Hajjaji, Taoufik Saidani:
HPAR: deep neural network-based approach for human pose-activity recognition. J. Electronic Imaging 32(3) (2023) - [j9]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): 2731-2744 (2023) - [c9]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: 360-365 - [c8]Balkis Tej, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa:
Automatic diagnosis of Plant Leaf Diseases based on Deep Learning Approach. SSD 2023: 366-370 - [c7]Wijden Bouzidi, Soulef Bouaafia, Mohamed Ali Hajjaji, Luis Miguel Bergasa:
Enhanced U-Net Approach: Semantic Segmentation for Self-Driving Cars Applications. SSD 2023: 387-392 - 2022
- [j8]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: 107671 (2022) - [j7]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): 2777-2802 (2022) - [j6]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): 14135-14149 (2022) - [j5]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): 3283-3301 (2022) - 2021
- [b1]Soulef Bouaafia:
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). University of Monastir, Tunisia, 2021 - [j4]Soulef Bouaafia, Seifeddine Messaoud, Randa Khemiri, Fatma Ezahra Sayadi:
VVC In-Loop Filtering Based on Deep Convolutional Neural Network. Comput. Intell. Neurosci. 2021: 9912839:1-9912839:9 (2021) - [j3]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: 6627673:1-6627673:13 (2021) - [j2]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: 6628041:1-6628041:10 (2021) - [c6]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: 23-28 - [c5]Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi:
Rate-Distortion Performance Comparison: VVC vs. HEVC. SSD 2021: 440-444 - [c4]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: 1004-1009 - [c3]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: 185-191 - 2020
- [j1]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): 185-196 (2020) - [c2]Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri:
SVM-based Inter Prediction Mode Decision for HEVC. SSD 2020: 12-16 - [c1]Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri, Noureddine Liouane:
A Deep CNN-LSTM Framework for Fast Video Coding. ICISP 2020: 205-212
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