Berrahal Mohammed - Profil du chercheur

Informations du chercheur

Nom complet

Berrahal Mohammed

Grade

Spécialité

Informatique

Thématique de recherche

Intelligence artificielle

Laboratoire

Laboraoire de Modélisation et Combinatoire

Établissement

Faculté Polydisciplinaire de SAFI

Ouvrages (0 au total)

Aucun ouvrage disponible.

Projets (0 au total)

Aucun projet disponible.

Publications (8 au total)

Forest Fire Surveillance Through Deep Learning Segmentation and Drone Technology

Auteur: Mimoun Yandouzi, Sokaina Boukricha, Mounir Grari, Mohammed Berrahal, Omar Moussaoui, Mostafa Azizi, Kamal Ghoumid, Aissa Kerkour Elmiad

Revue: Information Systems Engineering and Management

Année: 2024

DOI: 10.1007/978-3-031-66850-0_1

Enhancing the medical diagnosis of COVID-19 with learning based decision support systems

Auteur: Mohammed Berrahal, Mohammed Boukabous, Mimoun Yandouzi, Mounir Grari, Idriss Idrissi

Revue: Bulletin of Electrical Engineering and Informatics

Année: 2024

DOI: 10.11591/eei.v13i2.6293

Comparative study of teachable machine for forest fire and smoke detection by drone

Auteur: Mounir Grari, Mimoun Yandouzi, Berrahal Mohammed, Mohammed Boukabous, Idriss Idrissi

Revue: Bulletin of Electrical Engineering and Informatics

Année: 2024

DOI: 10.11591/eei.v13i3.6578

Semantic segmentation and thermal imaging for forest fires detection and monitoring by drones

Auteur: Mimoun Yandouzi, Mohammed Berrahal, Mounir Grari, Mohammed Boukabous, Omar Moussaoui, Mostafa Azizi, Kamal Ghoumid, Aissa Kerkour Elmiad

Revue: Bulletin of Electrical Engineering and Informatics

Année: 2024

DOI: 10.11591/eei.v13i4.7663

DL-based Generation of facial portraits from diverse data sources

Auteur: Mohammed BERRAHAL, Mostafa AZIZI

Revue: International Journal of Computing and Digital Systems

Année: 2023

DOI: 10.12785/ijcds/130175

Investigation of Combining Deep Learning Object Recognition with Drones for Forest Fire Detection and Monitoring

Auteur: Mimoun YANDOUZI, Mounir GRARI, Mohammed BERRAHAL, Idriss IDRISSI, Omar MOUSSAOUI, Mostafa AZIZI, Kamal GHOUMID, Aissa KERKOUR ELMIAD

Revue: International Journal of Advanced Computer Science and Applications

Année: 2023

DOI: 10.14569/ijacsa.2023.0140342

Optimal text-to-image synthesis model for generating portrait images using generative adversarial network techniques

Auteur: Mohammed Berrahal, Mostafa Azizi

Revue: Indonesian Journal of Electrical Engineering and Computer Science

Année: 2022

DOI: 10.11591/ijeecs.v25.i2.pp972-979

Augmented binary multi-labeled CNN for practical facial attribute classification

Auteur: Mohammed Berrahal, Mostafa Azizi

Revue: Indonesian Journal of Electrical Engineering and Computer Science

Année: 2021

DOI: 10.11591/ijeecs.v23.i2.pp973-979

Communications (4 au total)

A Comparative Analysis of Fake Image Detection in Generative Adversarial Networks and Variational Autoencoders

Manifestation: 2023 International Conference on Decision Aid Sciences and Applications (DASA)

Date: 2023-09-15

Organisation: Annaba, Algeria

Toward Multi-label Attribute Estimation on Multiple Faces Using CNN

Manifestation: Proceedings of the 3rd International Conference on Electronic Engineering and Renewable Energy Systems

Date: 2023-04-15

Organisation: Saidia

Improvement of facial attributes' estimation using Transfer Learning

Manifestation: Conference: 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)

Date: 2022-03-15

Organisation: Meknes

Review of DL-Based Generation Techniques of Augmented Images using Portraits Specification

Manifestation: 2020 Fourth International Conference On Intelligent Computing in Data Sciences (ICDS)

Date: 2020-10-25

Organisation: Fes

Thèses (1 au total)

Contribution to computer vision: Deep Learning based generation of virtual faces using Portrait Specifications

Auteur: Mohammed Berrahal

Directeur: Mostafa Azizi

Soutenance: 2022