Soulef Bouaafia

24 papers C 1Misc 2Journal 13Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	AI-based smart agriculture 4.0 system for plant diseases detection in Tunisia. Signal Image Video Process. Balkis Tej, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa
2024	Misc	`conf`	Affordable Deep learning-based Leaf Disease Detection and Localization for Precision Agriculture. ATSIP Balkis Tej, Soulef Bouaafia, Olfa Ben Ahmed, Mohamed Ali Hajjaji, Abdellatif Mtibaa
2024	J	`jnl`	Implementation of an improved multi-object detection, tracking, and counting for autonomous driving. Multim. Tools Appl. Adnen Albouchi, Seifeddine Messaoud, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa
2023	—	`conf`	Automatic diagnosis of Plant Leaf Diseases based on Deep Learning Approach. SSD Balkis Tej, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa
2023	J	`jnl`	DTL-I-ResNet18: facial emotion recognition based on deep transfer learning and improved ResNet18. Signal Image Video Process. Rabie Helaly, Seifeddine Messaoud, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa
2023	—	`conf`	Enhanced CNN Security based on Adversarial FGSM Attack Learning: Medical Image Classification. SSD Lazhar Khriji, Seifeddine Messaoud, Soulef Bouaafia, Ahmed Chiheb Ammari, Mohsen Machhout
2023	—	`conf`	Enhanced U-Net Approach: Semantic Segmentation for Self-Driving Cars Applications. SSD Wijden Bouzidi, Soulef Bouaafia, Mohamed Ali Hajjaji, Luis Miguel Bergasa
2023	J	`jnl`	HPAR: deep neural network-based approach for human pose-activity recognition. J. Electronic Imaging Wijden Bouzidi, Soulef Bouaafia, Mohamed Ali Hajjaji, Taoufik Saidani
2023	J	`jnl`	Secure Convolutional Neural Network-Based Internet-of-Healthcare Applications. IEEE Access Lazhar Khriji, Soulef Bouaafia, Seifeddine Messaoud, Ahmed Chiheb Ammari, Mohsen Machhout
2022	J	`jnl`	Deep CNN Co-design for HEVC CU Partition Prediction on FPGA-SoC. Neural Process. Lett. Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi
2022	J	`jnl`	Deep convolutional neural networks-based Hardware-Software on-chip system for computer vision application. Comput. Electr. Eng. Seifeddine Messaoud, Soulef Bouaafia, Amna Maraoui, Ahmed Chiheb Ammari, Lazhar Khriji, Mohsen Machhout
2022	J	`jnl`	Deep learning-based video quality enhancement for the new versatile video coding. Neural Comput. Appl. Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Olfa Ben Ahmed, Fatma Ezahra Sayadi
2022	J	`jnl`	Machine Learning-Based approaches to reduce HEVC intra coding unit partition decision complexity. Multim. Tools Appl. Maraoui Amna, Werda Imen, Soulef Bouaafia, Fatma Ezahra Sayadi
2021	J	`jnl`	CNN-LSTM Learning Approach-Based Complexity Reduction for High-Efficiency Video Coding Standard. Sci. Program. Soulef Bouaafia, Randa Khemiri, Maraoui Amna, Fatma Ezahra Sayadi
2021	Misc	`conf`	COVID-19 Recognition Based on Patient's Coughing and Breathing Patterns Analysis: Deep Learning Approach. FRUCT Lazhar Khriji, Ahmed Chiheb Ammari, Seifeddine Messaoud, Soulef Bouaafia, Amna Maraoui, Mohsen Machhout
2021	J	`jnl`	Complexity Analysis of New Future Video Coding (FVC) Standard Technology. Int. J. Digit. Multim. Broadcast. Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi
2021	—	`conf`	Deep Pre-trained Models for Computer Vision Applications: Traffic sign recognition. SSD Soulef Bouaafia, Seifeddine Messaoud, Amna Maraoui, Ahmed Chiheb Ammari, Lazhar Khriji, Mohsen Machhout
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	—	`conf`	PYNQ FPGA Hardware implementation of LeNet-5-Based Traffic Sign Recognition Application. SSD Amna Maraoui, Seifeddine Messaoud, Soulef Bouaafia, Ahmed Chiheb Ammari, Lazhar Khriji, Mohsen Machhout
2021	—	`conf`	Rate-Distortion Performance Comparison: VVC vs. HEVC. SSD Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi
2021	J	`jnl`	VVC In-Loop Filtering Based on Deep Convolutional Neural Network. Comput. Intell. Neurosci. Soulef Bouaafia, Seifeddine Messaoud, Randa Khemiri, Fatma Ezahra Sayadi
2020	C	`conf`	A Deep CNN-LSTM Framework for Fast Video Coding. ICISP Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri, Noureddine Liouane
2020	J	`jnl`	Fast CU partition-based machine learning approach for reducing HEVC complexity. J. Real Time Image Process. Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri
2020	—	`conf`	SVM-based Inter Prediction Mode Decision for HEVC. SSD Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri