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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 (12 au total)

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

Grouping K-Means Adjacent Regions for Semantic Image Annotation Using Bayesian Networks

Auteur: Mustapha Oujaoura, Rachid El Ayachi, Brahim Minaoui, Mohammed Fakir, Omar Bencharef

Revue: 2016 13th International Conference on Computer Graphics, Imaging and Visualization (CGiV)

Année: 2016

DOI: 10.1109/cgiv.2016.54

Communications (20 au total)

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

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

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

Date: 2025-07-09

Organisation: Safi, Morocco

Efficient Fusion of Machine Learning and Deep Learning for Enhanced Deepfake Detection in Compressed Videos

Manifestation: Computing Conference 2025

Date: 2025-06-19

Organisation: London, UK

L'Utilisation de l'IA et du Machine Learning dans les Prévisions de Ventes et l'Optimisation des Performances Commerciales dans le domaine des OPCI

Manifestation: International Conference on Research in Applied Mathematics and Computer Science (ICRAMCS 2025)

Date: 2025-04-24

Organisation: Marrakech, Morocco

Deepfake Detection in Highly Compressed Data

Manifestation: Colloque international sur l'intelligence artificielle et ses applications

Date: 2024-06-01

Organisation: Casablanca, Morocco

Intelligent Human Motion Analysis using Computer Vision and Deep Learning Algorithms

Manifestation: 7th. INTERNATIONAL HASANKEYF SCIENTIFIC RESEARCH AND INNOVATION CONGRESS

Date: 2024-02-23

Organisation: BATMAN, TURKEY