Yaroub Elloumi

According to our database, Yaroub Elloumi authored at least 27 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Ensemble learning based method for severity detection of Age-Related Macular Degeneration.

Hedi Missaoui, Yaroub Elloumi, Rostom Kachouri

Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

High Performance and Low Complexity Retinal Vessel Segmentation Method Based on Extended DCNN.

Mouna Abdelf Attah, Yaroub Elloumi, Rostom Kachouri

Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

2023

A Robustness Study of Machine Learning Based Methods for Macula Detection in Pathological Fundus Images.

Yaroub Elloumi, Rostom Kachouri

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture.

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

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels.

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

Proceedings of the 9th International Conference on Control, 2023

2022

Automated method for real-time AMD screening of fundus images dedicated for mobile devices.

Sofien Bensayadia, Yaroub Elloumi, Rostom Kachouri, Mohamed Akil, Asma Ben Abdallah, Mohamed Hedi Bedoui

Medical Biol. Eng. Comput., 2022

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

Yaroub Elloumi

Int. J. Imaging Syst. Technol., 2022

End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network.

Yaroub Elloumi, Nesrine Abroug, Mohamed Hedi Bedoui

Proceedings of the Advances in Intelligent Data Analysis XX, 2022

Extended U-net for Retinal Vessel Segmentation.

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

Proceedings of the Advances in Computational Collective Intelligence, 2022

Blood vessel segmentation of retinal fundus images using dynamic preprocessing and mathematical morphology.

E. Chakour, Y. Mrad, Anass Mansouri, Yaroub Elloumi, Mohamed Hedi Bedoui, I. B. Andaloussi, Ali Ahaitouf

Proceedings of the 8th International Conference on Control, 2022

Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images.

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

Proceedings of the Advances in Computer Graphics, 2022

2021

Mobile-aided screening system for proliferative diabetic retinopathy.

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

Int. J. Imaging Syst. Technol., 2021

Fast and efficient retinal blood vessel segmentation method based on deep learning network.

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

Comput. Medical Imaging Graph., 2021

Mobile Aided System of Deep-Learning Based Cataract Grading from Fundus Images.

Yaroub Elloumi

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

Parallel computation of Watershed Transform in weighted graphs on shared memory machines.

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

J. Real Time Image Process., 2020

Efficient graphical-processor-unit parallelization algorithm for computing Eigen values.

Sofien Bensayadia, Yaroub Elloumi, Mohamed Akil, Mohamed Hédi Bedoui

J. Electronic Imaging, 2020

Fast and accurate mobile-aided screening system of moderate diabetic retinopathy.

Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui

Proceedings of the Thirteenth International Conference on Machine Vision, 2020

2019

Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluation.

Yaroub Elloumi, Mohamed Akil, Henda Boudegga

CoRR, 2019

2018

Brief Paper: A Computationally Efficient Retina Detection and Enhancement Image Processing Pipeline for Smartphone-Captured Fundus Images.

Yaroub Elloumi, Mohamed Akil, Nasser Kehtarnavaz

J. Multim. Inf. Syst., 2018

A mobile computer aided system for optic nerve head detection.

Yaroub Elloumi, Mohamed Akil, Nasser Kehtarnavaz

Comput. Methods Programs Biomed., 2018

2015

Execution time optimisation using delayed multidimensional retiming.

Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui

Int. J. High Perform. Syst. Archit., 2015

WCET nested-loop minimization in terms of instruction-level-parallelism.

Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui

Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

2013

Parallélisme des nids de boucles pour l'optimisation du temps d'exécution et de la taille du code. (Nested loop parallelism to optimize execution time and code size).

Yaroub Elloumi

PhD thesis, 2013

Execution Time and Code Size Optimization Using Multidimensional Retiming and Loop Striping.

Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi

Proceedings of the 2013 Euromicro Conference on Digital System Design, 2013

2012

Timing and Code Size Optimization on Achieving Full Parallelism in Uniform Nested Loops

Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi

CoRR, 2012

Execution Time Optimization Using Delayed Multidimensional Retiming.

Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi

Proceedings of the 16th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2012

2010

Latency and power optimization in AAA methodology for integrated circuits.

Yaroub Elloumi, Mohamed Akil, Thierry Grandpierre, Mohamed Bedoui Hedi

Proceedings of the 17th IEEE International Conference on Electronics, 2010