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Informations du chercheur

Nom complet

OUJAOURA Mustapha

Grade

PH

Spécialité

Mathématique-Informatique

Thématique de recherche

Computer apprentissage automatique et reconnaissance des formes, machine Learning et deep Learning, analyse et science des données, traitement d'informations et prise de décision, vision par ordinateur et intelligence artificielle, recherche et indexation d’images, annotation et traitement d'images, analyse et compréhension de la vidéo.

Laboratoire

Laboratoire de Mathématiques Informatiques et Système de Communication

Établissement

Ecole Nationale des Sciences Appliquées Safi

Publications (13 au total)

XCC-Net: An X-Shaped Collective Convolution Network Architecture for Medical Image Segmentation

Auteur: Anass Garbaz, Yassine Oukdach, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mustapha Hedabou, Mustapha Oujaoura, Abdel Motalib Lagsoun

Revue: Machine Learning and Knowledge Extraction

Année: 2025

DOI: 10.3390/make8010003

Compression-Aware Hybrid Framework for Deep Fake Detection in Low-Quality Video

Auteur: Lagsoun Abdel Motalib, Oujaoura Mustapha, Hedabou Mustapha

Revue: IEEE Access

Année: 2025

DOI: 10.1109/access.2025.3592358

Decoding Face Attributes: A Modified AlexNet Model with Emphasis on Correlation-Heterogeneity Relationship Between Facial Attributes

Auteur: Abdelaali Benaiss, Otman Maarouf, Rachid El Ayachi, Mohamed Biniz, Mustapha Oujaoura

Revue: International Journal of Advanced Computer Science and Applications

Année: 2025

DOI: 10.14569/ijacsa.2025.0160198

One level deep convolutional neural network for facial key points detection

Auteur: Abdelaali Benaiss, Rachid El Ayachi, Mohamed Biniz, Mustapha Oujaoura

Revue: Indonesian Journal of Electrical Engineering and Computer Science

Année: 2024

DOI: 10.11591/ijeecs.v33.i3.pp1694-1704

AN IMPROVED REAL-TIME HANDGUN DETECTION SYSTEM USING YOLO V5 ON A NOVEL DATASET

Auteur: Rahil Imane, Bouarifi Walid, Ghizlane Rahil, Mustapha Oujaoura

Revue: Journal of Theoretical and Applied Information Technology

Année: 2023

ADVANCING REAL-TIME VIDEO VIOLENCE DETECTION: A DEEP LEARNING APPROACH WITH INTEGRATED TELEGRAM ALERTING

Auteur: Rahil Imane, Bouarifi Walid, Mustapha Oujaoura, Ghizlane Rahil

Revue: Journal of Theoretical and Applied Information Technology

Année: 2023

A Review of Computer Vision Techniques for Video Violence Detection and intelligent video surveillance systems

Auteur: Imane Rahil, Walid Bouarifi, Mustapha Oujaoura

Revue: International Journal of Advanced Trends in Computer Science and Engineering

Année: 2022

DOI: 10.30534/ijatcse/2022/051122022

A new synergistic approach for crop discrimination in a semi-arid region using Sentinel-2 time series and the multiple combination of machine learning classifiers

Auteur: A Moumni, M Oujaoura, J Ezzahar, A Lahrouni

Revue: Journal of Physics: Conference Series

Année: 2021

DOI: 10.1088/1742-6596/1743/1/012026

Combination and Fusion of some 2D Invariant Moments with Generative and Discriminative classifiers for Recognition of Isolated Handwritten Tifinagh Characters

Auteur: M. OUJAOURA, I.RAHIL, W. BOUARIFI and A. ATLAS

Revue: Annals of the University of Craiova, Mathematics and Computer Science Series

Année: 2019

Communications (25 au total)

Toward Lightweight IoC Extraction in IoT: The Role of Small Language Models

Manifestation: International Congress on Smart Agriculture and Sustainable Systems Engineering (IEEE SmartAgri&SuSY 2025)

Date: 2025-12-06

Organisation: Marrakech, Morocco

The Use of AI and Machine Learning in Sales Forecasting and Commercial Performance Optimization in the Asset Management Sector

Manifestation: International Conference on Machine Intelligence and Computer Science Applications (ICMICSA'2025)

Date: 2025-11-24

Organisation: Khouribga, Morocco

PQCmigrate: Automation Protocol for PQC Migration

Manifestation: 4th International Congress on Advanced Technologies ICAT'2025

Date: 2025-11-20

Organisation: Marrakech,Morocco

Privacy-Preserving 3D Face Recognition via Federated Learning and Synthetic Data Augmentation

Manifestation: 4th International Congress on Advanced Technologies ICAT'2025

Date: 2025-11-20

Organisation: Marrakech, Morocco

Robust Trajectory Prediction for Autonomous Vehicles via Small Object Detection and Attention-Enhanced YOLOv8

Manifestation: 4th International Congress on Advanced Technologies ICAT'2025

Date: 2025-11-20

Organisation: Marrakech, Morocco

A Hybrid Feature Selection Framework Using Genetic Algorithm and LASSO for Robust Deepfake Detection

Manifestation: International conference on Mathematics & Intelligent Systems in Industry (MISI'25)

Date: 2025-07-09

Organisation: Safi, Morocco

Comparative Analysis of Supervised Machine Learning Approaches for 3D Facial Recognition

Manifestation: International conference on Mathematics & Intelligent Systems in Industry (MISI'25)

Date: 2025-07-09

Organisation: Safi, Morocco

HumanActNet: A Deep Spatio-Temporal Learning Framework for Fine- Grained Human Motion Analysis and Interpretation

Manifestation: International conference on Mathematics & Intelligent Systems in Industry (MISI'25)

Date: 2025-07-09

Organisation: Safi, Morocco

Secure and Compliant Identity Management Using Blockchain, Cryptography, and Machine Learning

Manifestation: International conference on Mathematics & Intelligent Systems in Industry (MISI'25)

Date: 2025-07-09

Organisation: Safi, Morocco