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Informations du chercheur

Nom complet

EL MESLOUHI Othmane

Grade

PH

Spécialité

informatique

Thématique de recherche

machine learning, deep learning ,pattern recognition, medical imaging, computer vision, Nutural Language processing

Laboratoire

Laboratoire Matériaux, Procédés, Environnement et Qualité

Établissement

Non spécifié

Ouvrages (0 au total)

Aucun ouvrage disponible.

Projets (0 au total)

Aucun projet disponible.

Publications (10 au total)

Quantum-Enhanced Dual-Backbone Architecture for Accurate Gastrointestinal Disease Detection Using Endoscopic Imaging

Auteur: Nabil Marzoug, Khidhr Halab, Othmane El Meslouhi, Zouhair Elamrani Abou Elassad, Moulay A. Akhloufi

Revue: BioMedInformatics

Année: 2025

DOI: 10.3390/biomedinformatics5030051

Hybrid 3D Medical Image Segmentation Using CNN and Frequency Transformer Fusion

Auteur: Ismayl Labbihi, Othmane El Meslouhi, Zouhair Elamrani Abou Elassad, Mohamed Benaddy, Mustapha Kardouchi, Moulay Akhloufi

Revue: Arabian Journal for Science and Engineering

Année: 2025

DOI: 10.1007/s13369-024-09602-5

A human-in-the-loop ensemble fusion framework for road crash prediction: coping with imbalanced heterogeneous data from the driver-vehicle-environment system

Auteur: Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Abdel Majid Ed-Dahbi, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi, Nusrat Jahan

Revue: Transportation Letters

Année: 2024

DOI: 10.1080/19427867.2024.2392063

An advanced accident avoidance system based on imbalance-control ensemble and deep learning fusion design

Auteur: Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Abdel Majid Ed-dahbi, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi

Revue: Journal of Intelligent & Fuzzy Systems

Année: 2024

DOI: 10.3233/jifs-232446

The application of machine learning techniques for smart irrigation systems: A systematic literature review

Auteur: Abiadi Younes, Zouhair Elamrani Abou Elassad, Othmane El Meslouhi, Dauha Elamrani Abou Elassad, Ed-dahbi Abdel Majid

Revue: Smart Agricultural Technology

Année: 2024

DOI: 10.1016/j.atech.2024.100425

Combining frequency transformer and CNNs for medical image segmentation

Auteur: Ismayl Labbihi, Othmane El Meslouhi, Mohamed Benaddy, Mustapha Kardouchi, Moulay Akhloufi

Revue: Multimedia Tools and Applications

Année: 2023

DOI: 10.1007/s11042-023-16279-9

Character-level arabic text generation from sign language video using encoder–decoder model

Auteur: Abdelbasset Boukdir, Mohamed Benaddy, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi

Revue: Displays

Année: 2023

DOI: 10.1016/j.displa.2022.102340

Moroccan Sign Language Video Recognition with Deep Learning

Auteur: Abdelbasset Boukdir, Mohamed Benaddy, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi

Revue: Proceedings of Seventh International Congress on Information and Communication Technology

Année: 2022

DOI: 10.1007/978-981-19-1607-6_36

3D gesture segmentation for word-level Arabic sign language using large-scale RGB video sequences and autoencoder convolutional networks

Auteur: Abdelbasset Boukdir, Mohamed Benaddy, Ayoub Ellahyani, Othmane El Meslouhi, Mustapha Kardouchi

Revue: Signal, Image and Video Processing

Année: 2022

DOI: 10.1007/s11760-022-02167-6