Mohamed HAMROUN - Admis au titre de docteur

Adresse Professionnelle
XLIM – Université de Limoges 123 Avenue Albert Thomas Bureau 235 87000
LIMOGES FRANCE
hamroun.mohammed@gmail.com
mohamed.hamroun@u-bordeaux.fr
Identifiant ORCID 0000000246188673
Compte LinkedIn https://www.linkedin.com/in/mohamed-hamroun-b1a36943/
Compte Researchgate https://www.researchgate.net/profile/Mohamed_Hamroun

Projet professionnel :

enseignant-chercheur, enseignant du supérieur
chercheur en milieu académique
chercheur en entreprise, R&D du secteur privé

Doctorat Informatique

Thèse soutenue le 17 décembre 2019 - Université de Bordeaux

Ecole doctorale : Mathématiques et Informatique

Sujet : Indexation et recherche par contenu visuel, sémantique et multi-niveaux des documents multimédia

Mots-clés de la thèse : Recherche multimédia,Détection de concepts,CBIR,Contenu Visuel,Indexation,Algorithme Génétique

Direction de thèse : Henri NICOLAS

Co-direction de thèse : Ikram AMOUS

Co-encadrement de thèse : Sonia LAJMI

Cotutelle Université de Sfax TUNISIE
Descriptif : Indexation et recherche sémantique par contenu multimodale dans une base de grande dimension

Unité de recherche : LaBRI - Laboratoire Bordelais de Recherche en Informatique UMR 5800 - Talence
Intitulé de l'équipe : Images et Son

Master - Développement d’un moteur de recherche multilingue dans une base de données vidéo

obtenu en novembre 2012 - Université de Gabès
Option : Informatique

Production scientifique

- Haifa Ghabri, Wyssem Fathallah, Mohamed Hamroun, Soufiene Ben Othman, Hedia Bellali, Hedi Sakli, Mohamed Naceur Abdelkrim 2023. AI-enhanced thyroid detection using YOLO to empower healthcare professionals , pp.1-6, https://hal.science/hal-04556629v1
- Mohammud Shaad Ally Toofanee, Sabeena Dowlut, Mohamed Hamroun, Karim Tamine, Anh Kiet Duong, Vincent Petit, Damien Sauveron 2023. DFU-Helper: An Innovative Framework for Longitudinal Diabetic Foot Ulcer Diseases Evaluation Using Deep Learning Applied Sciences, 13, pp.10310, https://hal.science/hal-04554891v1
- Mohammud Shaad Ally Toofanee, Sabeena Dowlut, Mohamed Hamroun, Karim Tamine, Vincent Petit, Anh Kiet Duong, Damien Sauveron 2023. DFU-SIAM a Novel Diabetic Foot Ulcer Classification With Deep Learning IEEE Access, 11, pp.98315-98332, https://hal.science/hal-04554899v1
- Abdelbaki Souid, Mohamed Hamroun, Ben Othman Soufiene, Hedi Sakli 2023. Efficient and Fast Lung Disease Predictor Model , pp.90-102, https://hal.science/hal-04556568v1
- Mohamed Hamroun, Sonia Lajmi, Maryam Jallouli, Abdelbaki Souid 2023. Efficient text-based query based on multi-level and deep-semantic multimedia indexing and retrieval Multimedia Tools and Applications, , https://hal.science/hal-04550267v1
- Abdelbaki Souid, Chaker Essid, Mohamed Hamroun, Hedi Sakli 2023. Efficient Thoracic aortic aneurysm detection method to prevent potential Acute Aortic Dissection , pp.940-944, https://hal.science/hal-04556641v1
- Abdelbaki Souid, Soufiene Ben Othman, Mohamed Hamroun, Hedi Sakli, Mohamed Naceur Abdelkarim 2023. Explainable CBMIR features extractor module to ease Thoracic aortic aneurysm retrieving preventing potential Acute Aortic Dissection , pp.1-5, https://hal.science/hal-04556636v1
- Mohammud Shaad Ally Toofanee, Mohamed Hamroun, Sabeena Dowlut, Karim Tamine, Vincent Petit, Anh Kiet Duong, Damien Sauveron 2023. Federated Learning: Centralized and P2P for a Siamese Deep Learning Model for Diabetes Foot Ulcer Classification Applied Sciences, 13, pp.12776, https://hal.science/hal-04554885v1
- Abdelbaki Souid, Soufiene Ben Othman, Mohamed Hamroun, Hedi Sakli 2023. Full Interpretability CBMIR to Help Minimize Radiologist Analysis Search Time , pp.1136-1141, https://hal.science/hal-04556637v1
- Mohamed Hamroun, Henri Nicolas, Benoit Crespin 2022. Multimedia Indexing and Retrieval: Optimized Combination of Low-level and High-level Features , pp.194-202, https://hal.science/hal-03788722v1
- Mohamed Hamroun, Karim Tamine, Frederic Claux, Mourad Zribi 2021. A New Content-Based Image Retrieval System Using Deep Visual Features International Journal of Image and Graphics, 21, https://hal.science/hal-03560144v1
- Mohamed Hamroun, Karim Tamine, Frederic Claux, Mourad Zribi 2021. A New Content-Based Image Retrieval System Using Deep Visual Features International Journal of Image and Graphics, 21, pp.2150055, https://hal.science/hal-04556592v1
- Mohamed Hamroun, Karim Tamine, Benoît Crespin 2021. Multimodal Video Indexing (MVI): A New Method Based on Machine Learning and Semi-Automatic Annotation on Large Video Collections International Journal of Image and Graphics, 22, https://hal.science/hal-04556584v1
- Anwer Slimi, Mohamed Hamroun, Mounir Zrigui, Henri Nicolas 2020. Emotion recognition from speech using spectrograms and shallow neural networks , pp.35-39, https://hal.science/hal-03788720v1
- Mohamed Hamroun, Henri Nicolas, Sonia Lajmi, Ikram Amous 2019. A new method of combining color, texture and shape features using the genetic algorithm for image retrieval International Journal of Multimedia Intelligence and Security, 3, https://hal.science/hal-02489521v1
- Ikram Amous, Henri Nicolas, Sonia Lajmi, Mohamed Hamroun 2019. A new method of combining colour, texture and shape features using the genetic algorithm for image retrieval International Journal of Multimedia Intelligence and Security, 3, pp.293, https://hal.science/hal-04556604v1
- Mohamed Hamroun, Sonia Lajmi, Henri Nicolas 2019. Arabic text-based Video indexing and retrieval system enhanced by semantic content and relevance feedback , , https://hal.science/hal-02304454v1
- Mohamed Hamroun, Sonia Lajmi, Henri Nicolas, Ikran Amous 2019. Descriptor optimization for Semantic Concept Detection Using Visual Content International Journal of Strategic Information Technology and Applications (IJSITA), 10, pp.40-59, https://hal.science/hal-02304442v1
- Mohamed Hamroun, Sonia Lajmi, Henri Nicolas, Ikram Amous 2019. Descriptor Optimization for Semantic Concept Detection Using Visual Content International Journal of Strategic Information Technology and Applications (IJSITA), 10, pp.40-59, https://hal.science/hal-04556615v1
- Mohamed Hamroun, Sonia Lajmi, Henri Nicolas, Ikram Amous 2019. Large-Scale Semantic Concept Detection Based On Visual Contents , , https://hal.science/hal-02304462v1
- Mohamed Hamroun, Sonia Lajmi, Henri Nicolas 2019. VISEN: A Video Interactive Retrieval Engine Based on Semantic Network in large video collections , , https://hal.science/hal-02304448v1
- Mohamed Hamroun, Sonia Lajmi, Henri Nicolas, Ikram Amous 2018. An Interactive Video Browsing With VINAS System , , https://hal.science/hal-02304464v1
- Mohamed Hamroun, Sonia Lajmi, Henri Nicolas, Ikram Amous 2018. ISE: Interactive Image Search Using Visual Content , , https://hal.science/hal-02304465v1

Dernière mise à jour le 16 octobre 2024