yaroub elloumi

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Publications

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Cataract grading method based on deep convolutional neural networks and stacking ensemble learning

Yaroub Elloumi

International Journal of Imaging Systems and Technology, 2022, 32 (3), pp.798-814. ⟨10.1002/ima.22722⟩

Article dans une revue hal-03974553v1
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A Fast and Accurate Method for Glaucoma Screening from Smartphone-Captured Fundus Images

Yasmine Mrad , Yaroub Elloumi , Mohamed Akil , Mohamed Hédi Bedoui

Innovation and Research in BioMedical engineering, 2022, 43 (4), pp.279-289. ⟨10.1016/j.irbm.2021.06.004⟩

Article dans une revue hal-03974565v1
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Mobile‐aided screening system for proliferative diabetic retinopathy

Rahma Boukadida , Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui

International Journal of Imaging Systems and Technology, 2021, 31 (3), pp.1638-1654. ⟨10.1002/ima.22547⟩

Article dans une revue hal-03974568v1
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Efficient graphical-processor-unit parallelization algorithm for computing Eigen values

Sofien Ben Sayadia , Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui

Journal of Electronic Imaging, 2020, 29 (06), pp.063008. ⟨10.1117/1.JEI.29.6.063008⟩

Article dans une revue hal-03106592v1
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Parallel Computation of Watershed Transform in Weighted Graphs on Shared Memory Machines

Yosra Braham , Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui

Journal of Real-Time Image Processing, In press, ⟨10.1007/s11554-018-0804-x⟩

Article dans une revue hal-02121832v1
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A Computationally Efficient Retina Detection and Enhancement Image Processing Pipeline for Smartphone-Captured Fundus Images

Yaroub Elloumi , Mohamed Akil , Nasser Kehtarnavaz

Journal of Multimedia Information System, 2018, 5 (2), pp.79-82. ⟨10.9717/JMIS.2018.5.2.79⟩

Article dans une revue hal-01796763v1
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A Mobile Computer Aided System for Optic Nerve Head Detection

Yaroub Elloumi , Mohamed Akil , Nasser Kehtarnavaz

Computer Methods and Programs in Biomedicine, 2018, ⟨10.1016/j.cmpb.2018.05.004⟩

Article dans une revue hal-01796762v1
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Execution Time Optimization Using Delayed Multidimensional Retiming

Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui

International Journal of High Performance Systems Architecture (IJHPSA), 2015, 5 (3), pp.178-191. ⟨10.1504/IJHPSA.2015.070393⟩

Article dans une revue hal-01796770v1
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High Performance and Low Complexity Retinal Vessel Segmentation Method based on Extended DCNN

Mouna Abdelfattah , Yaroub Elloumi , Rostom Kachouri

The 13th International Conference on Image Processing Theory, Tools and Applications IPTA 2024, Oct 2024, Rabat, Morocco

Communication dans un congrès hal-04813354v1
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Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture

Henda Boudegga , Yaroub Elloumi , Asma Ben Abdallah , Rostom Kachouri , Nesrine Abroug et al.

AMINA 2024, Nov 2024, Monastir, Tunisia

Communication dans un congrès hal-04813363v1
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Ensemble learning based method for severity detection of Age-Related Macular Degeneration

Hedi Missaoui , Yaroub Elloumi , Rostom Kachouri

The 13th International Conference on Image Processing Theory, Tools and Applications IPTA 2024, Oct 2024, Rabat, Morocco

Communication dans un congrès hal-04813350v1

Architecture d'apprentissage profond à traitement convolutif optimisé pour la segmentation de l'arbre vasculaire rétiniens

Henda Boudegga , Yaroub Elloumi , Asma Ben Abdallah , Rostom Kachouri , Mohamed Hedi Bedoui

The international workshop on Multimodal Artificiel Intelligence, Machine Learning and Applications, Dec 2023, Fès, Maroc

Communication dans un congrès hal-05430227v1

Une méthode à base d’apprentissage ensembliste pour le dépistage du stade précoce de la RD

Yasmine Mrad , Yaroub Elloumi , Rostom Kachouri , Mohamed Hédi Bedoui

workshop international de l'intelligence artificielle multimodale, apprentissage automatique et application, Dec 2023, Fès, Morocco

Communication dans un congrès hal-04451355v1

Méthode automatique à base d’apprentissage profond pour la segmentation de l’arbre vasculaire rétinien

Henda Boudegga , Yaroub Elloumi , Rostom Kachouri , Asma Ben Abdallah , Mohamed Hédi Bedoui

workshop international de l'intelligence artificielle multimodale, apprentissage automatique et application, Dec 2023, Fès, Morocco

Communication dans un congrès hal-04451350v1

Détection des micro-anévrismes dans les images du fond d'œil basée sur l'apprentissage ensembliste

Yasmine Mrad , Yaroub Elloumi , Rostom Kachouri , Mohamed Hédi Bedoui

7ème édition de l’Ecole STIC’2023, Nov 2023, Monastir, France

Communication dans un congrès hal-04451304v1

Retinal vessels grouping in glaucoma: study and synthesis

Yasmine Mrad , Yaroub Elloumi , Mohamed Hedi Bedoui , Rostom Kachouri

AMINA 2022, Nov 2022, Monastir, Tunisia

Communication dans un congrès hal-03818143v1

MS detection based on OCT imaging: survey of clinical studies

Sabrine Ouni , Yaroub Elloumi , Mohamed Hedi Bedoui , Rostom Kachouri

AMINA 2022, Nov 2022, Monastir, Tunisia

Communication dans un congrès hal-03818121v1
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Extended U-net for retinal vessel segmentation

Henda Boudegga , Yaroub Elloumi , Rostom Kachouri , Asma Ben Abdallah , Mohamed Hedi Bedoui

ICCCI 2022, Sep 2022, Hammamet,, Tunisia. ⟨10.1007/978-3-031-16210-7_46⟩

Communication dans un congrès hal-03818099v1
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Automated Diagnosis Of Retinal Neovascularization Pathologies From Color Retinal Fundus Images

Rahma Boukadida , Yaroub Elloumi , Rostom Kachouri , Asma Ben Abdallah , Mohamed Hedi Bedoui

Computer Graphics International, CGI-2022, Sep 2022, Geneva, Switzerland. ⟨10.1007/978-3-031-23473-6_35⟩

Communication dans un congrès hal-04006927v1
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End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network

Yaroub Elloumi , Nesrine Abroug , Mohamed Hedi Bedoui

20th International Symposium on Intelligent Data Analysis, IDA, Apr 2022, Rennes, France. pp.66-77, ⟨10.1007/978-3-031-01333-1_6⟩

Communication dans un congrès hal-03974559v1
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Mobile Aided System of Deep-Learning Based Cataract Grading from Fundus Images

Yaroub Elloumi

19th International Conference on Artificial Intelligence in Medicine( AIME 2021 ), Jun 2021, On line, Portugal. pp.355-360, ⟨10.1007/978-3-030-77211-6_40⟩

Communication dans un congrès hal-03974557v1
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Fast and Accurate Mobile-Aided Screening System of Moderate Diabetic Retinopathy

Yaroub Elloumi , Manef Ben Mbarek , Rahma Boukadida , Mohamed Akil , Mohamed Hedi Bedoui

International Conference on Machine Vision (ICMV), Nov 2020, Rome, Italy. ⟨10.1117/12.2588505⟩

Communication dans un congrès hal-02977506v1
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Detection of retinal abnormalities using Smartphone-captured fundus images: A survey

Mohamed Akil , Yaroub Elloumi

Real-Time Image Processing and Deep Learning, Apr 2019, Baltimore, Maryland,, United States. ⟨10.1117/12.2519094⟩

Communication dans un congrès hal-02121855v1
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Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluation

Yaroub Elloumi , Mohamed Akil , Henda Boudegga

SPIE Real-Time Image Processing and Deep Learning, Apr 2019, Baltimore, Maryland, United States. ⟨10.1117/12.2519098⟩

Communication dans un congrès hal-02121851v1
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Détection du Disque Optique : Critères de performance et Evaluation des méthodes

Sofien Ben Sayadia , Yaroub Elloumi , Rostom Kachouri , Mohamed Hedi Bedoui , Mohamed Akil

WORKSHOP AMINA 2018 "Applications Médicales de l'Informatique : Nouvelles Approches", Nov 2018, Monastir, Tunisie

Communication dans un congrès hal-02004695v1
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Computational Efficiency of Optic Disk Detection on Fundus Image: A survey

Sofien Ben Sayadia , Yaroub Elloumi , Mohamed Akil , Mohamed Hedibedoui

SPIE Real-Time Image and Video Processing, Apr 2018, Orlando, United States. ⟨10.1117/12.2304941⟩

Communication dans un congrès hal-01796769v1
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Stratégie de parallélisme d'une méthode de segmentation des vaisseaux rétiniens sur architecture parallèle à mémoire partagée

Yaroub Elloumi , Rostom Kachouri , Mohamed Hedibedoui , Mohamed Akil

WORKSHOP AMINA 2018 "Applications Médicales de l'Informatique : Nouvelles Approches", Nov 2018, Monastir, Tunisie

Communication dans un congrès hal-02004691v1
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Computationally Efficient Blood Vessels Segmentation in Fundus Image on Shared Memory Parallel Machines

Yaroub Elloumi , Mohamed Akil

SPIE Real-Time Image and Video Processing, Apr 2018, Orlando, United States

Communication dans un congrès hal-01796765v1
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WCET Nested-Loop Minimization in Terms of Instruction-Level-Parallelism

Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui

International Conference on High Performance Computing & Simulation (HPCS), Jul 2015, Amsterdam, Netherlands

Communication dans un congrès hal-01796771v1
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Execution Time and Code Size Optimization using Multidimensional Retiming and Loop Striping

Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui

EUROMICRO Conference on Digital System Design, Sep 2013, Santander, Spain

Communication dans un congrès hal-01800763v1
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Execution Time Optimization Using Delayed Multidimensional Retiming

Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui

IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, Oct 2012, Dublin, Ireland

Communication dans un congrès hal-01800762v1
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Detection of Retinal Abnormalities in Fundus Image Using CNN Deep Learning Networks

Mohamed Akil , Yaroub Elloumi , Rostom Kachouri

Elsevier. State of the Art in Neural Networks, 1, Ayman S. El-Baz; Jasjit S. Suri, pp.19-61, 2021

Chapitre d'ouvrage hal-02428351v1
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Retinal image processing in Biometrics

Rostom Kachouri , Mohamed Akil , Yaroub Elloumi

Amine Nait-Ali. Hidden Biometrics _ When Biometric Security Meets Biomedical Engineering, 1, , 2019, 978-981-13-0956-4. ⟨10.1007/978-981-13-0956-4_10⟩

Chapitre d'ouvrage hal-02295012v1