Seifeddine Messaoud

26 papers A 1Misc 1Journal 16Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Low-latency QYOLOv10-based FPGA implementation for real-time object detection. Integr. Oumayma Bel Haj Salah, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Noureddine Liouane
2026	J	`jnl`	Performance Evaluation of Advanced YOLOv10 and YOLOv11 Architectures for Object Detection in Autonomous Driving Scenarios. IEEE Trans. Computers Safa Teboulbi, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Abdellatif Mtibaa
2025	A	`conf`	Efficient Post-Training Quantization for FPGA-Based Neural Networks. ICCAD Oumayma Bel Haj Salah, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Noureddine Liouane
2025	—	`conf`	Fine-Tuned Yolo V-10X: Real-Time Object Detection for Autonomous Vehicles Under Multiple Weather Conditions. SSD Safa Teboulbi, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Abdellatif Mtibaa
2025	J	`jnl`	Post-training quantization for efficient FPGA-based neural network acceleration. Integr. Oumayma Bel Haj Salah, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Noureddine Liouane
2025	—	`conf`	Robust Optimization-based Neural Architectures Against Adversarial Attacks. SSD Khaoula Ben Ali, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Noureddine Liouane
2024	J	`jnl`	Fpga-based SoC design for real-time facial point detection using deep convolutional neural networks with dynamic partial reconfiguration. Signal Image Video Process. Safa Teboulbi, Seifeddine Messaoud, Mohamed Ali Hajjaji, Abdellatif Mtibaa, Mohamed Atri
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	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	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
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	J	`jnl`	Deep Federated Q-Learning-Based Network Slicing for Industrial IoT. IEEE Trans. Ind. Informatics Seifeddine Messaoud, Abbas Bradai, Olfa Ben Ahmed, Pham Tran Anh Quang, Mohamed Atri, M. Shamim Hossain
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	—	`conf`	In-Depth Performance Evaluation of Network Slicing Strategies in Large Scale Industry 4.0. SSD Seifeddine Messaoud, Samir Dawaliby, Abbas Bradai, Mohamed Atri
2021	—	`—`	Machine Learning for Automatic Machine-to-Machine (M2M) Communication in 5G. (Apprentissage Automatique pour la Communication Machine à Machine (M2M) Autonome dans la 5G). Seifeddine Messaoud
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	J	`jnl`	Real-Time Implementation of AI-Based Face Mask Detection and Social Distancing Measuring System for COVID-19 Prevention. Sci. Program. Safa Teboulbi, Seifeddine Messaoud, Mohamed Ali Hajjaji, Abdellatif Mtibaa
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	J	`jnl`	A survey on machine learning in Internet of Things: Algorithms, strategies, and applications. Internet Things Seifeddine Messaoud, Abbas Bradai, Syed Hashim Raza Bukhari, Pham Tran Anh Quang, Olfa Ben Ahmed, Mohamed Atri
2020	—	`conf`	Distributed Q-learning based-Decentralized Resource Allocation for Future Wireless Networks. SSD Seifeddine Messaoud, Abbas Bradai, Mohamed Atri
2020	J	`jnl`	Online GMM Clustering and Mini-Batch Gradient Descent Based Optimization for Industrial IoT 4.0. IEEE Trans. Ind. Informatics Seifeddine Messaoud, Abbas Bradai, Emmanuel Moulay