yaroub elloumi
Publications
Publications
|
|
Retinal blood vessel segmentation from high resolution fundus image using deep learning architectureAMINA 2024, Nov 2024, Monastir, Tunisia |
|
|
High Performance and Low Complexity Retinal Vessel Segmentation Method based on Extended DCNNThe 13th International Conference on Image Processing Theory, Tools and Applications IPTA 2024, Oct 2024, Rabat, Morocco |
|
|
Ensemble learning based method for severity detection of Age-Related Macular DegenerationThe 13th International Conference on Image Processing Theory, Tools and Applications IPTA 2024, Oct 2024, Rabat, Morocco |
Méthode automatique à base d’apprentissage profond pour la segmentation de l’arbre vasculaire rétinienworkshop international de l'intelligence artificielle multimodale, apprentissage automatique et application, Dec 2023, Fès, Morocco |
|
Détection des micro-anévrismes dans les images du fond d'œil basée sur l'apprentissage ensembliste7ème édition de l’Ecole STIC’2023, Nov 2023, Monastir, France |
|
Une méthode à base d’apprentissage ensembliste pour le dépistage du stade précoce de la RDworkshop international de l'intelligence artificielle multimodale, apprentissage automatique et application, Dec 2023, Fès, Morocco |
|
Architecture d'apprentissage profond à traitement convolutif optimisé pour la segmentation de l'arbre vasculaire rétiniensThe international workshop on Multimodal Artificiel Intelligence, Machine Learning and Applications, Dec 2023, Fès, Maroc |
|
|
|
End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network20th International Symposium on Intelligent Data Analysis, IDA, Apr 2022, Rennes, France. pp.66-77, ⟨10.1007/978-3-031-01333-1_6⟩ |
MS detection based on OCT imaging: survey of clinical studiesAMINA 2022, Nov 2022, Monastir, Tunisia |
|
Retinal vessels grouping in glaucoma: study and synthesisAMINA 2022, Nov 2022, Monastir, Tunisia |
|
|
|
Extended U-net for retinal vessel segmentationICCCI 2022, Sep 2022, Hammamet,, Tunisia. ⟨10.1007/978-3-031-16210-7_46⟩ |
|
|
Automated Diagnosis Of Retinal Neovascularization Pathologies From Color Retinal Fundus ImagesComputer Graphics International, CGI-2022, Sep 2022, Geneva, Switzerland. ⟨10.1007/978-3-031-23473-6_35⟩ |
|
|
Mobile Aided System of Deep-Learning Based Cataract Grading from Fundus Images19th 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⟩ |
|
|
Fast and Accurate Mobile-Aided Screening System of Moderate Diabetic RetinopathyInternational Conference on Machine Vision (ICMV), Nov 2020, Rome, Italy. ⟨10.1117/12.2588505⟩ |
|
|
Detection of retinal abnormalities using Smartphone-captured fundus images: A surveyReal-Time Image Processing and Deep Learning, Apr 2019, Baltimore, Maryland,, United States. ⟨10.1117/12.2519094⟩ |
|
|
Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluationSPIE Real-Time Image Processing and Deep Learning, Apr 2019, Baltimore, Maryland, United States. ⟨10.1117/12.2519098⟩ |
|
|
Stratégie de parallélisme d'une méthode de segmentation des vaisseaux rétiniens sur architecture parallèle à mémoire partagéeWORKSHOP AMINA 2018 "Applications Médicales de l'Informatique : Nouvelles Approches", Nov 2018, Monastir, Tunisie |
|
|
Computationally Efficient Blood Vessels Segmentation in Fundus Image on Shared Memory Parallel MachinesSPIE Real-Time Image and Video Processing, Apr 2018, Orlando, United States |
|
|
Détection du Disque Optique : Critères de performance et Evaluation des méthodesWORKSHOP AMINA 2018 "Applications Médicales de l'Informatique : Nouvelles Approches", Nov 2018, Monastir, Tunisie |
|
|
Computational Efficiency of Optic Disk Detection on Fundus Image: A surveySPIE Real-Time Image and Video Processing, Apr 2018, Orlando, United States. ⟨10.1117/12.2304941⟩ |
|
|
WCET Nested-Loop Minimization in Terms of Instruction-Level-ParallelismInternational Conference on High Performance Computing & Simulation (HPCS), Jul 2015, Amsterdam, Netherlands |
|
|
Execution Time and Code Size Optimization using Multidimensional Retiming and Loop StripingEUROMICRO Conference on Digital System Design, Sep 2013, Santander, Spain |
|
|
Execution Time Optimization Using Delayed Multidimensional RetimingIEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, Oct 2012, Dublin, Ireland |
|
|
Detection of Retinal Abnormalities in Fundus Image Using CNN Deep Learning NetworksElsevier. State of the Art in Neural Networks, 1, Ayman S. El-Baz; Jasjit S. Suri, pp.19-61, 2021 |
|
|
Retinal image processing in BiometricsAmine 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⟩ |
|
|
Cyclical Temporal Encoding for Ensemble Deep Learning in Multistep Energy Forecasting2025 |
|
|
Parallélisme des nids de boucles pour l’optimisation du temps d’exécution et de la taille du codeAutre [cs.OH]. Université Paris-Est; Université de Sfax (Tunisie), 2013. Français. ⟨NNT : 2013PEST1199⟩ |