Yaroub Elloumi

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 18

Top Venues

CoDIT

Int. J. Imaging Syst. Technol.

HPCS

CoRR

University of Paris-Est, France (PHD)

Education History

University of Paris-Est, France

PHD

Publications

Henda Boudegga, Yaroub Elloumi, Asma Ben Abdallah, Rostom Kachouri, Mouhamed Hédi Bedoui
Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture. ESANN (2023)
Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels. CoDIT (2023)
Yaroub Elloumi, Rostom Kachouri
A Robustness Study of Machine Learning Based Methods for Macula Detection in Pathological Fundus Images. IPTA (2023)
Sofien Bensayadia, Yaroub Elloumi, Rostom Kachouri, Mohamed Akil, Asma Ben Abdallah, Mohamed Hedi Bedoui
Automated method for real-time AMD screening of fundus images dedicated for mobile devices. Medical Biol. Eng. Comput. 60 (5) (2022)
E. Chakour, Y. Mrad, A. Mansouri, Yaroub Elloumi, M. H. Bedoui, I. B. Andaloussi, A. Ahaitouf
Blood vessel segmentation of retinal fundus images using dynamic preprocessing and mathematical morphology. CoDIT (2022)
Yaroub Elloumi
Cataract grading method based on deep convolutional neural networks and stacking ensemble learning. Int. J. Imaging Syst. Technol. 32 (3) (2022)
Rahma Boukadida, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images. CGI (2022)
Yaroub Elloumi, Nesrine Abroug, Mohamed Hedi Bedoui
End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network. IDA (2022)
Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hédi Bedoui
Extended U-net for Retinal Vessel Segmentation. ICCCI (CCIS Volume) (2022)
Rahma Boukadida, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
Mobile-aided screening system for proliferative diabetic retinopathy. Int. J. Imaging Syst. Technol. 31 (3) (2021)
Yaroub Elloumi
Mobile Aided System of Deep-Learning Based Cataract Grading from Fundus Images. AIME (2021)
Henda Boudegga, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui, Rostom Kachouri, Asma Ben Abdallah
Fast and efficient retinal blood vessel segmentation method based on deep learning network. Comput. Medical Imaging Graph. 90 (2021)
Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
Fast and accurate mobile-aided screening system of moderate diabetic retinopathy. ICMV (2020)
Yosra Braham, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
Parallel computation of Watershed Transform in weighted graphs on shared memory machines. J. Real Time Image Process. 17 (3) (2020)
Sofien Bensayadia, Yaroub Elloumi, Mohamed Akil, Mohamed Hédi Bedoui
Efficient graphical-processor-unit parallelization algorithm for computing Eigen values. J. Electronic Imaging 29 (6) (2020)
Yaroub Elloumi, Mohamed Akil, Henda Boudegga
Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluation. CoRR (2019)
Yaroub Elloumi, Mohamed Akil, Nasser Kehtarnavaz
Brief Paper: A Computationally Efficient Retina Detection and Enhancement Image Processing Pipeline for Smartphone-Captured Fundus Images. J. Multim. Inf. Syst. 5 (2) (2018)
Yaroub Elloumi, Mohamed Akil, Nasser Kehtarnavaz
A mobile computer aided system for optic nerve head detection. Comput. Methods Programs Biomed. 162 (2018)
Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
Execution time optimisation using delayed multidimensional retiming. Int. J. High Perform. Syst. Archit. 5 (3) (2015)
Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
WCET nested-loop minimization in terms of instruction-level-parallelism. HPCS (2015)
Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi
Execution Time and Code Size Optimization Using Multidimensional Retiming and Loop Striping. DSD (2013)
Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi
Timing and Code Size Optimization on Achieving Full Parallelism in Uniform Nested Loops CoRR (2012)
Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi
Execution Time Optimization Using Delayed Multidimensional Retiming. DS-RT (2012)
Yaroub Elloumi, Mohamed Akil, Thierry Grandpierre, Mohamed Bedoui Hedi
Latency and power optimization in AAA methodology for integrated circuits. ICECS (2010)

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Publication Activity (10 Years)

Top Topics

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Yaroub Elloumi