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Yaroub Elloumi
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2020 – today
- 2023
- [c12]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: 2451-2456 - [c11]Yaroub Elloumi, Rostom Kachouri:
A Robustness Study of Machine Learning Based Methods for Macula Detection in Pathological Fundus Images. IPTA 2023: 1-6 - 2022
- [j9]Yaroub Elloumi:
Cataract grading method based on deep convolutional neural networks and stacking ensemble learning. Int. J. Imaging Syst. Technol. 32(3): 798-814 (2022) - [j8]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): 1449-1479 (2022) - [c10]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: 451-462 - [c9]E. Chakour, Y. Mrad, Anass Mansouri, Yaroub Elloumi, Mohamed Hedi Bedoui, I. B. Andaloussi, Ali Ahaitouf:
Blood vessel segmentation of retinal fundus images using dynamic preprocessing and mathematical morphology. CoDIT 2022: 1473-1478 - [c8]Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hédi Bedoui:
Extended U-net for Retinal Vessel Segmentation. ICCCI (CCIS Volume) 2022: 564-576 - [c7]Yaroub Elloumi, Nesrine Abroug, Mohamed Hedi Bedoui:
End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network. IDA 2022: 66-77 - 2021
- [j7]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: 101902 (2021) - [j6]Rahma Boukadida, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui:
Mobile-aided screening system for proliferative diabetic retinopathy. Int. J. Imaging Syst. Technol. 31(3): 1638-1654 (2021) - [c6]Yaroub Elloumi:
Mobile Aided System of Deep-Learning Based Cataract Grading from Fundus Images. AIME 2021: 355-360 - 2020
- [j5]Sofien Bensayadia, Yaroub Elloumi, Mohamed Akil, Mohamed Hédi Bedoui:
Efficient graphical-processor-unit parallelization algorithm for computing Eigen values. J. Electronic Imaging 29(6): 063008 (2020) - [j4]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): 527-542 (2020) - [c5]Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui:
Fast and accurate mobile-aided screening system of moderate diabetic retinopathy. ICMV 2020: 116050U
2010 – 2019
- 2019
- [i2]Yaroub Elloumi, Mohamed Akil, Henda Boudegga:
Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluation. CoRR abs/1905.02544 (2019) - 2018
- [j3]Yaroub Elloumi, Mohamed Akil, Nasser Kehtarnavaz:
A mobile computer aided system for optic nerve head detection. Comput. Methods Programs Biomed. 162: 139-148 (2018) - [j2]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): 79-82 (2018) - 2015
- [j1]Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui:
Execution time optimisation using delayed multidimensional retiming. Int. J. High Perform. Syst. Archit. 5(3): 178-191 (2015) - [c4]Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui:
WCET nested-loop minimization in terms of instruction-level-parallelism. HPCS 2015: 386-393 - 2013
- [b1]Yaroub Elloumi:
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). University of Paris-Est, France, 2013 - [c3]Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi:
Execution Time and Code Size Optimization Using Multidimensional Retiming and Loop Striping. DSD 2013: 462-466 - 2012
- [c2]Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi:
Execution Time Optimization Using Delayed Multidimensional Retiming. DS-RT 2012: 177-184 - [i1]Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi:
Timing and Code Size Optimization on Achieving Full Parallelism in Uniform Nested Loops. CoRR abs/1205.4672 (2012) - 2010
- [c1]Yaroub Elloumi, Mohamed Akil, Thierry Grandpierre, Mohamed Bedoui Hedi:
Latency and power optimization in AAA methodology for integrated circuits. ICECS 2010: 639-642
Coauthor Index
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