Research
Revues internationales avec comité de lecture
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👉(J9_2024) : ​M.Hamroun, S. Lajmi, M. Jalouli.
AVR (Advancing Video Retrieval): A New Framework Guided by Multi-level Fusion of Visual and Semantic Features for Deep Learning-Based Concept Detection. Multimedia Tools and Applications Journal . (Scimagojr : Q1, IF=3.6) (42 pages)
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👉(J8_2023) : ​ M.Hamroun, S. Lajmi, M. Jalouli, A. Souid
Efficient text-based query based on multi-level and deep-semantic multimedia indexing and retrieval. Multimedia Tools and Applications Journal. (Scimagojr : Q1, IF=3.6) (44 pages)
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👉(J7_2023) : MSA. Toofanee, M. Hamroun, S. Dowlut, K. Tamine, AK. Duong, V. Petit, D. Sauveron
Federated learning : Centralised and P2P to a Siamese deep learning model for Diabetes Foot Ulcer classification. Submit in the MDPI Applied Sciences journal. (Scimagojr : Q2, IF=2.7) (18 pages)
👉(J6_2023) : MSA. Toofanee, S. Dowlut, M. Hamroun, K. Tamine, AK. Duong, V. Petit, D. Sauveron
DFU-SIAM a Novel Diabetic Foot Ulcer Classification with Deep Learning. IEEE Access journal. (Scimagojr : Q1, IF=3.9) (18 pages)
👉(J5_2023) : MSA. Toofanee, S. Dowlut, M. Hamroun, K. Tamine, AK. Duong, V. Petit, D. Sauveron
DFU-Helper: An Innovative Framework for Longitudinal Diabetic Foot Ulcer Diseases Evaluation Using Deep Learning. MDPI Applied Sciences journal. (Scimagojr : Q2, IF=2.7) (28 pages)
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👉(J4_2022) : M.Hamroun, K. Tamine, B. Crespin.
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, p. 2250022, juin 2022 (Scimagojr : Q3, IF=1.6) (35 pages)
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👉(J3_2021) : M.Hamroun, K. Tamine, F. Claux, M. Zribi.
A New Content-Based Image Retrieval System Using Deep Visual Features, International Journal of Image and Graphics., p. 2150055, mars 2021. (Scimagojr : Q3, IF=1.6) (38 pages)
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👉(J2_2019) : M.Hamroun, S.Lajmi, H. Nicolas, I. Amous.
A new method of combining colour, texture and shape features using the genetic algorithm for image retrieval. International Journal of Multimedia Intelligence and Security, 293-319, 2019. (indexed in DBLP, Google Scholar…) (27 pages)
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👉(J1_2019) : M.Hamroun, S.Lajmi, H. Nicolas, I. Amous.
Descriptor Optimization for Semantic Concept Detection Using Visual Content. International Journal of Strategic Information Technology and Applications, 40-59, 2019. (indexed in DBLP, Google Scholar…) (20 pages)
​Revues internationales avec comité de lecture (soumis)
👉(J3_2024) :MSA. Toofanee, M. Hamroun, S. Dowlut, K. Tamine, AK. Duong, V. Petit, D. Sauveron
AICAD : Adaptive Intelligent Conversational Agent for Diabetes. Submit in the Multimedia System. (Scimagojr : Q1, IF=2.9) (15 pages)
👉(J2_2024) :N. Omheni, A. Amiri, M. Hamroun, D. Sauveron, F. Zarai
A Detailed Reinforcement Learning Framework for Resource Allocation in NOMA enabled-B5G/6G Networks. Submit in the MDPI Future Internet journal. (Scimagojr : Q2, IF=3.4) (17 pages)
👉(J1_2024) :O. Atig, N. Omheni, M. Hamroun, D. Sauveron, F. Zarai
6G and AI for Remote Monitoring of Heart Patients: A Pro-posed E-Health System. Submit in the MDPI Information journal. (Scimagojr : Q2, IF=3.1) (16 pages)
Conférences internationales avec comité de lecture ​
👉(C16_2024) : H. Chabri, A. Gueddes, M. Hamroun, H. Bellali, H. Sakli.
Improving automated segmentation of thyroid ultrasound images through a UNet-based Deep Learning approach. International conference on advanced technologies for signal& image processing ATSIP'2024. (6 pages)
👉(C15_2023) : A. Souid, S. Ben Othman, M. Hamroun, H. Sakli.
Full interpretability CBMIR to Help minimize radiologist analysis search time. International Wireless Communications and Mobile Computing Conference, Accepted in IWCMC23. (ERA CORE: B) (6 pages)
👉(C14_2023) : A. Souid, S. Ben Othman, M. Hamroun, H. Sakli, MN. Abdelkarim
Explainable CBMIR features extractor module to ease Thoracic aortic aneurysm retrieving preventing potential Acute Aortic Dissection. 17th International Symposium on INnovation in Intelligent SysTems and Applications INISTA 2023. (ERA CORE: C) (5 pages)
👉(C13_2023) : A. Souid, C. Essid, M. Hamroun, H. Sakli.
Efficient Thoracic aortic aneurysm detection method to prevent potential Acute Aortic Dissection. IEEE International Multi-Conference on Systems, Signals & Devices, IEEE-SSD 2023. (ERA CORE: C) (5 pages)
👉(C12_2023) : M A. Souid, M. Hamroun, S. Ben Othman, H. Sakli, MN. Abdelkarim.
Fast-staged CNN Model for Accurate pulmonary diseases and Lung cancer detection. IEEE International Workshop on Mechatronic Systems Supervision IW MSS2023. (ERA CORE: C) (7 pages)
👉(C11_2023) : H. Chabri, W. Fathallah, M. Hamroun, S. Ben Othman, H. Bellali, H. Sakli, MN. Abdelkarim
AI-enhanced thyroid detection using YOLO to empower healthcare professionals. IEEE International Workshop on Mechatronic Systems Supervision IW MSS2023. (ERA CORE: C) (6 pages)
👉(C10_2022) : M.Hamroun, H. Nicolas, B. Crespin.
Multimedia Indexing and Retrieval: optimized combination of low-level and high-level features. International Conference on Enterprise Information Systems, ICEIS 2022. (ERA CORE: C) (9 pages)
👉(C9_2020) : S .Anwer, M.Hamroun, M. Zrigui, H. Nicolas
Emotion Recognition from Speech using Spectrograms and Shallow Neural Networks. International Conference on Advances in Mobile Computing & Multimedia, MoMM, 2020. (ERA CORE: B) (7 pages)
👉(C8_2019) : M.Hamroun, S.Lajmi, H. Nicolas, I. Amous.
Arabic Text-Based Video Indexing and Retrieval System Enhanced by Semantic Content and Relevance Feedback. IEEE/ACS International Conference on Computer Systems and Applications, 1-8, 2019. (ERA CORE: C) (8 pages)
👉(C7_2019) : M.Hamroun, S.Lajmi, H. Nicolas, I. Amous.
VISEN: a video interactive retrieval engine based on semantic network in large video collections. International Database Applications & Engineering Symposium 25:1-25:10, 2019. (ERA CORE: B) (10 pages)
👉(C6_2019) : M.Hamroun, S.Lajmi, H. Nicolas, I. Amous.
Large-Scale Semantic Concept Detection Based On Visual Contents. International Conference on Advances in Mobile Computing & Multimedia, 165-174, 2019. (ERA CORE: B) (10 pages)
👉(C5_2018) : M.Hamroun, S.Lajmi, H. Nicolas, I. Amous.
An Interactive Video Browsing With VINAS System. IEEE/ACS International Conference on Computer Systems and Applications, 1-8, 2018. (ERA CORE: C) (8 pages)
👉(C4_2018) : M.Hamroun, S.Lajmi, H. Nicolas, I. Amous.
ISE: Interactive Image Search using Visual Content. International Conference on Enterprise Information Systems, 253-261, 2018. (ERA CORE: C) (9 pages)
👉(C3_2017) : M.Hamroun, S.Lajmi.
An efficient multi-language Video Search Engine. The 17th Forum Scientific Research, Umm Al-Qura University,Taibah university medina, 1-8, 2017. (indexed in DBLP, Google Scholar…) (8 pages)
👉(C2_2014) : M.Hamroun, M.S. Bouhlel.
Système d’indexation et de recherche de vidéo intégrant un système gestuel pour les personnes handicapées. International conference Human-Machine Interaction and Image, 1-6, 2014. (indexed in DBLP, Google Scholar…) (6 pages)
👉(C1_2013) : M.Ben Hallima, M. Hamroun, S. Ben Moussa, M.A. Alimi.
An interactive engine for multilingual video browsing using semantic content. International Graphonomics Society Conference, 183-186, 2013. (indexed in DBLP, Google Scholar…) (4 pages)
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Conférences internationales avec comité de lecture (soumis)
👉(C5_2024) : B. Ben Ismail, M. Hamroun, B. Bensalah, H. Sakli
Improving Response Prediction with Transformer, CNN, BiLSTM Classifier, and ADAM Optimizer, Submit in 20th International Wireless Communications & Mobile Computing Conference, IWCMC 2024. (ERA CORE: B) (6 pages)
👉(C4_2024) : H. Chabri, A. Gueddes, M. Hamroun, H. Bellali, H. Sakli.
Improving automated segmentation of thyroid ultrasound images through a UNet-based Deep Learning approach, Submit in 20th International Wireless Communications & Mobile Computing Conference, IWCMC 2024. (ERA CORE: B) (5 pages)
👉(C3_2024) : M. Hamroun,
Towards an emotional, Visio-contextual classification of photos in social networks. International Conference on Agents and Artificial Intelligence, Submit in International Conference on Multimedia Retrieval, ICMR 2024. (ERA CORE: B) (6 pages)
👉(C2_2024) : M.Hamroun,
A deep learning approach for emotion recognition. Submit in International Conference ACM Multimedia 2024. (ERA CORE: A) (10 pages)
👉(C1_2024) : M.Hamroun, S.Lajmi, H. Nicolas,
Deep Learning for text detection and for the detection of semantic concepts in the context of information retrieval. Submit in International Conference ACM Multimedia 2024. (ERA CORE: A) (12 pages)
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Chapitres
👉(Chap_2024) : A. Souid, M. Hamroun, S. Ben Othman, H. Sakli
Efficient Lung diseases model Predictor toward fast prediction. Machine Learning and Deep Learning Techniques for Medical Image Recognition, CRC Press 2023. (13 pages)
​Books
👉(B1_2024) :S. Ben Othman, Chinmay Chakraborty, M. Hamroun
Emerging Technologies for Image processing, Virtual and Augmented Reality in Smart Healthcare Systems, CRC Press 2024.
​Séminaires
👉(S8_2023) : M. Hamroun.
Journées Françaises de l'Informatique Graphique. Laboratoire LIRMM, Université de Montpellier (sans présentation).
👉(S7_2023) : M. Hamroun.
Numérique, Image et IA pour la santé. Laboratoire XLIM, Laboratoire I3M, CHU de Poitiers Université de Poitiers (sans présentation).
👉(S6_2023) : M. Hamroun.
Intelligence artificielle – science des données. Laboratoire XLIM, Université de Limoges (sans présentation).
👉(S5_2022) : M. Hamroun.
Analyse Affective du contenu multimédia par apprentissage profond : analyse des émotions, Laboratoire LIRMM, Université de Montpellier (présentation orale).
👉(S4_2021) : M. Hamroun.
L’apprentissage supervisé et non supervisé pour l’extraction de connaissances à partir de données multi-sources: Recherche d’information et reconnaissance des émotions, Laboratoire LIFO, Université d’Orleans (présentation orale).
👉(S3_2018) : M. Hamroun.
Indexing and semantic retrieval based on multimodal content in large video collections, Doctoral workshop, EDMI, University of Bordeaux 2018 (présentation orale).
👉(S2_2018) : M. Hamroun.
Interactive Image Retrieval using using Visual Content, ICEIS 2018 (présentation orale).
👉(S1_2014) : M. Hamroun.
Interfaces pour personnes handicapées : Système de recherche de vidéo intégrant un système gestuel, International Workshop IHM 14 (présentation orale).
