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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

Equipe « Signaux Aléatoires, Réseaux et Systèmes » - S.A.R.S.

Établissement

Non affilié

Ouvrages (0 au total)

Aucun ouvrage disponible.

Projets (0 au total)

Aucun projet disponible.

Publications (9 au total)

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

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: 2024

DOI: 10.1007/s13369-024-09602-5

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

Isolated Video-Based Arabic Sign Language Recognition Using Convolutional and Recursive Neural Networks

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

Revue: Arabian Journal for Science and Engineering

Année: 2021

DOI: 10.1007/s13369-021-06167-5

Communications (0 au total)

Aucune communication disponible.