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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)

MACHINE LEARNING APPROACH FOR AUDIO VIOLENCE DETECTION IN SURVEILLANCE CAMERAS

Manifestation: 9th ANKARA INTERNATIONAL CONGRESS ON SCIENTIFIC RESEARCH

Date: 2023-12-26

Organisation: Ankara, TURKEY

EXPLORING HUMAN MOTION ANALYSIS THROUGH THE LENS OF COMPUTER VISION AND DEEP LEARNING

Manifestation: 9th ANKARA INTERNATIONAL CONGRESS ON SCIENTIFIC RESEARCH

Date: 2023-12-26

Organisation: Ankara, TURKEY

HUMAN MOTION ANALYSIS USING COMPUTER VISION AND DEEP LEARNING

Manifestation: 11th International Mardin Artuklu Scientific Researches Conference

Date: 2023-12-13

Organisation: Mardin, TURKEY

MACHINE LEARNING TECHNIQUES FOR ANALYZING CROWD MOVEMENT AND DETECTING VIOLENCE

Manifestation: INTERNATIONAL HARRAN CONGRESS ON SCIENTIFIC RESEARCH

Date: 2023-12-08

Organisation: Urfa, TURKEY

MACHINE LEARNING TECHNIQUES FOR ANALYZING CROWD MOVEMENT AND DETECTING VIOLENCE

Manifestation: INTERNATIONAL HARRAN CONGRESS ON SCIENTIFIC RESEARCH

Date: 2023-12-08

Organisation: Urfa, TURKEY

The application of machine learning techniques for public security: An intelligent monitoring system to identify the faces of wanted and sought-after people by studying the facial features through neural network mechanisms for the state of Marrakech

Manifestation: Numerical Analysis AND Optimization Days (JANO'13)

Date: 2021-02-23

Organisation: Khouribga, Morocco

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

Manifestation: International Conference on Mathematics & Data Science (ICMDS 2020)

Date: 2020-06-01

Organisation: Khouribga, Morocco

Comparison of some feature selection methods from big database

Manifestation: The third International Conference on Modeling and Scientific Computing in Mathematical Engineering (MOCASIM2018)

Date: 2018-11-27

Organisation: Marrakesh, Morocco

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

Manifestation: The third International Conference on Modeling and Scientific Computing in Mathematical Engineering (MOCASIM2018)

Date: 2018-11-26

Organisation: Marrakesh, Morocco