Yaroub Elloumi

32 papers B 3C 6Journal 14Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Lightweight and Efficient Deep Learning Architecture for Retinal Vessel Segmentation. VISAPP (1) Henda Boudegga, Rostom Kachouri, Yaroub Elloumi
2025	J	`jnl`	Convolution Block Extension of DCNN for Retinal Vascular Segmentation: Taxonomy and Discussion. Int. J. Imaging Syst. Technol. Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Nesrine Abroug, Mohamed Hedi Bedoui
2025	J	`jnl`	Enhanced Retinal Vessel Segmentation Using Dynamic Contrast Stretching and Mathematical Morphology on Fundus Images. Appl. Comput. Intell. Soft Comput. El-Mehdi Chakour, Yasmine Mrad, Anass Mansouri, Yaroub Elloumi, Idriss Benatiya Andaloussi, Mohamed Hedi Bedoui, Ali Ahaitouf
2025	J	`jnl`	Ensemble learning-based method for multiple sclerosis screening from retinal OCT images. Medical Biol. Eng. Comput. Yaroub Elloumi, Rostom Kachouri
2024	—	`conf`	Ensemble learning based method for severity detection of Age-Related Macular Degeneration. IPTA Hedi Missaoui, Yaroub Elloumi, Rostom Kachouri
2024	—	`conf`	High Performance and Low Complexity Retinal Vessel Segmentation Method Based on Extended DCNN. IPTA Mouna Abdelf Attah, Yaroub Elloumi, Rostom Kachouri
2024	—	`conf`	Pervasive Aided Screening System of Multiple Sclerosis from Retinal OCT Images. CHIRA (2) Sabrin Ouni, Yaroub Elloumi, Raoudha Ben Djemaa
2023	—	`conf`	A Robustness Study of Machine Learning Based Methods for Macula Detection in Pathological Fundus Images. IPTA Yaroub Elloumi, Rostom Kachouri
2023	C	`conf`	Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels. CoDIT Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
2023	B	`conf`	Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture. ESANN Henda Boudegga, Yaroub Elloumi, Asma Ben Abdallah, Rostom Kachouri, Mohamed Hedi Bedoui
2022	C	`conf`	Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images. CGI Rahma Boukadida, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022	J	`jnl`	Automated method for real-time AMD screening of fundus images dedicated for mobile devices. Medical Biol. Eng. Comput. Sofien Bensayadia, Yaroub Elloumi, Rostom Kachouri, Mohamed Akil, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022	C	`conf`	Blood vessel segmentation of retinal fundus images using dynamic preprocessing and mathematical morphology. CoDIT El-Mehdi Chakour, Yasmine Mrad, Anass Mansouri, Yaroub Elloumi, Mohamed Hedi Bedoui, Idriss Benatiya Andaloussi, Ali Ahaitouf
2022	J	`jnl`	Cataract grading method based on deep convolutional neural networks and stacking ensemble learning. Int. J. Imaging Syst. Technol. Yaroub Elloumi
2022	B	`conf`	End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network. IDA Yaroub Elloumi, Nesrine Abroug, Mohamed Hedi Bedoui
2022	—	`conf`	Extended U-net for Retinal Vessel Segmentation. ICCCI (CCIS Volume) Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hédi Bedoui
2021	J	`jnl`	Fast and efficient retinal blood vessel segmentation method based on deep learning network. Comput. Medical Imaging Graph. Henda Boudegga, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui, Rostom Kachouri, Asma Ben Abdallah
2021	B	`conf`	Mobile Aided System of Deep-Learning Based Cataract Grading from Fundus Images. AIME Yaroub Elloumi
2021	J	`jnl`	Mobile-aided screening system for proliferative diabetic retinopathy. Int. J. Imaging Syst. Technol. Rahma Boukadida, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
2020	J	`jnl`	Efficient graphical-processor-unit parallelization algorithm for computing Eigen values. J. Electronic Imaging Sofien Bensayadia, Yaroub Elloumi, Mohamed Akil, Mohamed Hédi Bedoui
2020	C	`conf`	Fast and accurate mobile-aided screening system of moderate diabetic retinopathy. ICMV Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
2020	J	`jnl`	Parallel computation of Watershed Transform in weighted graphs on shared memory machines. J. Real Time Image Process. Yosra Braham, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
2019	J	`jnl`	Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluation. CoRR Yaroub Elloumi, Mohamed Akil, Henda Boudegga
2018	J	`jnl`	A mobile computer aided system for optic nerve head detection. Comput. Methods Programs Biomed. Yaroub Elloumi, Mohamed Akil, Nasser Kehtarnavaz
2018	J	`jnl`	Brief Paper: A Computationally Efficient Retina Detection and Enhancement Image Processing Pipeline for Smartphone-Captured Fundus Images. J. Multim. Inf. Syst. Yaroub Elloumi, Mohamed Akil, Nasser Kehtarnavaz
2015	J	`jnl`	Execution time optimisation using delayed multidimensional retiming. Int. J. High Perform. Syst. Archit. Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
2015	—	`conf`	WCET nested-loop minimization in terms of instruction-level-parallelism. HPCS Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui
2013	C	`conf`	Execution Time and Code Size Optimization Using Multidimensional Retiming and Loop Striping. DSD Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi
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
2012	C	`conf`	Execution Time Optimization Using Delayed Multidimensional Retiming. DS-RT Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi
2012	J	`jnl`	Timing and Code Size Optimization on Achieving Full Parallelism in Uniform Nested Loops CoRR Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi
2010	—	`conf`	Latency and power optimization in AAA methodology for integrated circuits. ICECS Yaroub Elloumi, Mohamed Akil, Thierry Grandpierre, Mohamed Bedoui Hedi