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mohamed akil

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Presentation

Mohamed Akil a obtenu un **doctorat d’état ès sciences de l’université Paris V**I, institut de programmation en 1985 et un doctorat de 3ème cycle de l’université des Sciences et Technique du Languedoc, Montpellier en 1981. Ses travaux de doctorat d’état ès sciences ont porté sur l’étude et la conception d’une architecture multi-microprocesseurs. **Professeur Emérite, depuis septembre 201**7. **Il est membre du laboratoire d’Informatique Gaspard Monge, Unité Mixte CNRS-UMLV-ESIEE UMR8049, Université Paris-Est**. **Professeur d’informatique à ESIEE Paris** (1986 - 2017), il a été responsable du département informatique (1994 – 1999) et responsable du Groupement d’Intérêt Scientifique « Aménagement Virtuel » du polytechnicum de Marne La vallée, Université Paris Est (2006 – 2009). De 2005 à 2017, il a été responsable au sein de l’ESIEE Paris du programme BRAFITEC (BRAsil France Ingénieurs TEChnologie). Il a été doyen du corps professoral ESIEE Engineering (2007 - 2011). Il a été doyen du corps professoral permanent ESIEE Paris (2007 - 2015). En recherche, son domaine de spécialité est l’architecture pour l’imagerie temps réel. Mohamed Akil a publié environ 160 publications scientifiques et dirigé 24 thèses, il dirige et/ou codirige 3 thèses. Il a participé à un ouvrage collectif sur les méthodes et outils pour le traitement du signal et l’image en temps réel (édition Hermès). Il est membre du comité de programme de la conférence Electronic Imaging - real Time image and video processing, IS&T/SPIE’s, intitulé depuis 2019 : Real-Time Image Processing and Deep Learning Il est éditeur associé de la revue Journal of Real-Time Processing. Pour cette revue, il a édité un numéro spécial sur « reconfigurable architecture for real-time image processing » et co-édité un numéro spécial sur « Parallel Computing for Real-Time Image Processing » et un numéro spécial sur « Real - Time processing of Medical Images». Depuis 1985, il participe à des contrats de recherche&développement en lien avec des industriels dont SAGEM, NXP et SAGEMCOM. Novembre 2013, il a obtenu le titre de « Doctor Honoris Causa » de l'université de West Bohemia, République Tchèque. Il a été décoré des palmes académiques au grade de Chevalier.

Publications

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A Fast and Accurate Method for Glaucoma Screening from Smartphone-Captured Fundus Images

Yasmine Mrad , Yaroub Elloumi , Mohamed Akil , Mohamed Hédi Bedoui
Innovation and Research in BioMedical engineering, 2022, 43 (4), pp.279-289. ⟨10.1016/j.irbm.2021.06.004⟩
Journal articles hal-03974565v1
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Efficient graphical-processor-unit parallelization algorithm for computing Eigen values

Sofien Ben Sayadia , Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui
Journal of Electronic Imaging, 2020, 29 (06), pp.063008. ⟨10.1117/1.JEI.29.6.063008⟩
Journal articles hal-03106592v1
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Fully automatic brain tumor segmentation with deep learning-based selective attention using overlapping patches and multi-class weighted cross-entropy

Mostefa Ben Naceur , Mohamed Akil , Rachida Saouli , Rostom Kachouri
Medical Image Analysis, 2020, ⟨10.1016/j.media.2020.101692⟩
Journal articles hal-02533454v1
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A left ventricular segmentation based on a parallel watershed transformation towards an accurate heart function evaluation

Ramzi Mahmoudi , Narjes Ben Ameur , Asma Ammari , Mohamed Akil , Rachida Saouli
IET Image Processing, 2020, 14 (3), pp.506-517. ⟨10.1049/iet-ipr.2018.6379⟩
Journal articles hal-02425265v1
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Moving towards a 5D cardiac model

Houneida Sakly1 , Ramzi Mahmoudi , Mohamed Akil , Mourad Saïd , Moncef Tagina
Journal of Flow Visualization and Image Processing, 2019, volume 26, p. 19-48. ⟨10.1615/JFlowVisImageProc.2018027194⟩
Journal articles hal-02181106v1
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Parallel Computation of Watershed Transform in Weighted Graphs on Shared Memory Machines

Yosra Braham , Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui
Journal of Real-Time Image Processing, inPress, ⟨10.1007/s11554-018-0804-x⟩
Journal articles hal-02121832v1
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Fully automated method for glaucoma screening using robust optic nerve head detection and unsupervised segmentation based cup-to-disc ratio computation in retinal fundus images

Amed Mvoulana , Rostom Kachouri , Mohamed Akil
Computerized Medical Imaging and Graphics, 2019, 77, pp.101643. ⟨10.1016/j.compmedimag.2019.101643⟩
Journal articles hal-02295007v1
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A new pipeline for the recognition of universal expressions of multiple faces in a video sequence

Latifa Greche , Mohamed Akil , Rostom Kachouri , Najia Es-Sbai
Journal of Real-Time Image Processing, 2019, ⟨10.1007/s11554-019-00896-5⟩
Journal articles hal-02175795v1
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GPU parallel implementation of the new hybrid binarization based on Kmeans method (HBK)

Mahmoud Soua , Rostom Kachouri , Mohamed Akil
Journal of Real-Time Image Processing, 2018, 14 (2), pp.363-377. ⟨10.1007/s11554-014-0458-2⟩
Journal articles hal-01286297v1
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Retinal Identification System based on Optical Disc Ring Extraction and New Local SIFT-RUK Descriptor

Takwa Chihaoui , Rostom Kachouri , Hejer Jlassi , Mohamed Akil , Kamel Hamrouni
Advances in Systems, Signals and Devices, 2018, Communication and Signal Processing, 8, pp.113-126. ⟨10.1515/9783110470383-008⟩
Journal articles hal-01870666v1
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Fully Automatic Brain Tumor Segmentation using End-to-End Incremental Deep Neural Networks in MRI images

Mostefa Ben Naceur , Rachida Saouli , Mohamed Akil , Rostom Kachouri
Computer Methods and Programs in Biomedicine, 2018, 166, pp.39 - 49. ⟨10.1016/j.cmpb.2018.09.007⟩
Journal articles hal-01893017v1
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A Mobile Computer Aided System for Optic Nerve Head Detection

Yaroub Elloumi , Mohamed Akil , Nasser Kehtarnavaz
Computer Methods and Programs in Biomedicine, 2018, ⟨10.1016/j.cmpb.2018.05.004⟩
Journal articles hal-01796762v1
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A Computationally Efficient Retina Detection and Enhancement Image Processing Pipeline for Smartphone-Captured Fundus Images

Yaroub Elloumi , Mohamed Akil , Nasser Kehtarnavaz
Journal of Multimedia Information System, 2018, 5 (2), pp.79-82. ⟨10.9717/JMIS.2018.5.2.79⟩
Journal articles hal-01796763v1
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Parallelization strategy for elementary morphological operators on graphs: distance-based algorithms and implementation on multicore shared-memory architecture

Imane Youkana , Jean Cousty , Rachida Saouli , Mohamed Akil
Journal of Mathematical Imaging and Vision, 2017, 12 (7), pp.136-160. ⟨10.1007/s10851-017-0737-1⟩
Journal articles hal-01518788v1
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Concurrent computation of topological watershed on shared memory parallel machines

Ramzi Mahmoudi , Mohamed Akil , Mohamed Hedi Bedoui
Parallel Computing, 2017, 69, pp.78 - 97. ⟨10.1016/j.parco.2017.08.010⟩
Journal articles hal-01745165v1
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Special issue on real-time processing of medical images

Mohamed Akil , Mohamed Hedi Bedoui
Journal of Real-Time Image Processing, 2017, Special issue on real-time processing of medical images, J Real-Time Image Proc (2017) 13:101–102
Journal articles hal-01801303v1
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Embedded Real-Time H264/AVC High Definition Video Encoder on TI's KeyStone Multicore DSP

Nejmeddine Bahri , Thierry Grandpierre , Med Ali Ben Ayed , Nouri Masmoudi , Mohamed Akil
Journal of Signal Processing Systems, 2017, 86 (1), pp.67-84. ⟨10.1007/s11265-015-1098-x⟩
Journal articles hal-01286949v1

Optimized Implementation of H.264/AVC Motion Estimation on a Mixed Architecture Using SynDEx-Mix

Oussama Feki , Thierry Grandpierre , Nouri Masmoudi , Mohamed Akil
International Review on Computers and Software (IRECOS), 2016, 11 (5), ⟨10.15866/irecos.v11i5.8764⟩
Journal articles hal-01800584v1
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Execution Time Optimization Using Delayed Multidimensional Retiming

Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui
International Journal of High Performance Systems Architecture (IJHPSA), 2015, 5 (3), pp.178-191. ⟨10.1504/IJHPSA.2015.070393⟩
Journal articles hal-01796770v1
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Real-Time Implementation of Morphological Filters with Polygonal Structuring Elements

Jan Bartovsky , Petr Dokládal , Eva Dokladalova , Michel Bilodeau , Mohamed Akil
Journal of Real-Time Image Processing, 2015, 10 (1), pp.175-187. ⟨10.1007/s11554-012-0271-8⟩
Journal articles hal-00789845v1
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Real-time H264/AVC encoder based on enhanced frame level parallelism for smart multicore DSP camera

Nejmeddine Bahri , Nidhameddine Belhadj , Thierry Grandpierre , Mohamed Ali Ben Ayed , Nouri Masmoudi
Journal of Real-Time Image Processing, 2014, 12, pp.791-812. ⟨10.1007/s11554-014-0470-6⟩
Journal articles hal-01192770v1
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Optimizations for real-time implementation of H264/AVC video encoder on DSP processor

Nejmeddine Bahri , Imen Werda , Thierry Grandpierre , Mohamed Ali Ben Ayed , Nouri Masmoudi
International Review on Computers and Software (IRECOS), 2013, 8 (9), pp.2025-2035
Journal articles hal-01192792v1

Real Time Dynamic Tone-Mapping Operator on GPU

Mohamed Akil , Thierry Grandpierre , Laurent Perroton
Journal of Real-Time Image Processing, 2012, 7 (3), pp.165-172
Journal articles hal-00826330v1

Hardware Parallel Architecture of a 3D Surface Reconstruction: Marching Cubes Algorithm

Manel Mili , Bouraoui Mahmoud , Mohamed Akil , Mohamed Hédi Bedoui
International Journal of Circuits, Systems and Signal Processing, 2012, 6 (2), pp.143-150
Journal articles hal-01286517v1
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Enhanced computation method of topological smoothing on shared memory parallel machines

Ramzi Mahmoudi , Mohamed Akil
EURASIP Journal on Image and Video Processing, 2011, 2011 (16), pp.1-17. ⟨10.1186/1687-5281-2011-16⟩
Journal articles hal-01294107v1
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Fast and efficient FPGA implementation of connected operators

Nicolas Ngan , Eva Dokladalova , Mohamed Akil , Fançois Contou-Carrère
Journal of Systems Architecture, 2011, 57 (8), pp.778-789. ⟨10.1016/j.sysarc.2011.06.002⟩
Journal articles hal-00682942v1
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Analyses of the Watershed Transform

Ramzi Mahmoudi , Mohamed Akil
International Journal of Image Processing, 2011, 5 (5), pp.521-541
Journal articles hal-01294109v1

Learning System for Defactorization Factor Classification of Factorized Data Dependence Graph

Rachida Saouli , Mohamed Akil , Thierry Grandpierre
IJACT : International Journal of Advancements in Computing Technology, 2011, 3 (4), pp.1-13
Journal articles hal-00826253v1

Implementation of an LVQ neural network with a variable size: algorithmic specification, architectural exploration and optimized implementation on FPGA devices

Mohamed Boubaker , Mohamed Akil , Khaled Ben Khalifa , Thierry Grandpierre , Mohamed Hedi Bedoui
Neural Computing & Applications, 2009, ? (ISSN 0941-0643), 10pp
Journal articles hal-00622461v1

Automatic VHDL Code Generation for Fuzzy Logic Systems

K. Mabasa , Mohamed Akil , Thierry Grandpierre , B.J. van Wyk , M.A. van Wyk
African Journal of Science and Technology, 2008, ? (1), 10pp
Journal articles hal-00622125v1

A generic multi agents system for multi criteria optimized allocation of applications on heterogeneous architectures

R. Saouli , Mohamed Akil , A. Henni
Asian Journal of Information Technology, 2007, 6 (1), pp.742-749
Journal articles hal-00622186v1

Load Balancing and Static Placement/Scheduling Heuristic on Distributed Heterogeneous Architecture

R. Saouli , Mohamed Akil , Thierry Grandpierre
International Review on Computers and Software (IRECOS), 2007, ? (1), pp.227-234
Journal articles hal-00622384v1

FPGA-based architecture for hardware compression/decompression of wide format images

Mohamed Akil , Laurent Perroton , Thierry Grandpierre
Journal of Real-Time Image Processing, 2006, 1 (2), pp.163-170
Journal articles hal-00621972v1
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A methodology to implement real-time applications on reconfigurable circuits

Linda Kaouane , Mohamed Akil , Thierry Grandpierre , Yves Sorel
Journal of Supercomputing, 2004, 30 (3), pp.283-301. ⟨10.1023/B:SUPE.0000045213.82276.8e⟩
Journal articles hal-00826258v1

A methodology to implement real-time applications on reconfigurable circuits

Linda Kaouane , Mohamed Akil , Thierry Grandpierre , Yves Sorel
Special issue on Engineering of Configurable Systems of the Journal of Supercomputing, 2004, 30 (1), pp.283-301
Journal articles hal-00622081v1

High-level Synthesis based upon Dependence Graph for Muli-FPGA

Mohamed Akil
Journal of Microelectronics, Electronic Components and Materials, 2003, 33 (4), pp.267-275
Journal articles hal-00622381v1

Amélioration de l’image du fond de l’œil- Apprentissage profond pour le dépistage précoce, automatique et en temps réel de la rétinopathie diabétique à l’aide d’une caméra rétinienne portable

El-Mehdi Chakour , Zineb Sadok , Mohamed Akil , Rostom Kachouri , Anas Mansouri
7ème édition de l’Ecole STIC’2023, Nov 2023, Monastir, Tunisia
Conference papers hal-04451273v1
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Color fundus image enhancement - A deep learning based desktop app for earlier screening of diabetic retinopathy using real-time handheld fundus camera

El-Mehdi Chakour , Zineb Sadok , Mohamed Akil , Rostom Kachouri , Anas Mansouri
International Conference on Optimization and Data Science in Industrial Engineering (ODSIE 2023), Nov 2023, Istanbul, Turkey
Conference papers hal-04451313v1
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Fine-tuning Convolutional Neural Networks: a comprehensive guide and benchmark analysis for Glaucoma Screening

Amed Mvoulana , Rostom Kachouri , Mohamed Akil
25th International Conference in Pattern Recognition, Jan 2021, Milano (on line), Italy
Conference papers hal-03205034v1
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A deep learning-based smartphone app for real-time detection of five stages of diabetic retinopathy

Sharmin Majumder , Yaroub Elloumi , Mohamed Akil , Rostom Kachouri , Nasser Kehtarnavaz
Real-Time Image Processing and Deep Learning 2020, Apr 2020, San Diego, California (Online Only), United States. pp.5, ⟨10.1117/12.2557554⟩
Conference papers hal-02556991v1
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Fast and Accurate Mobile-Aided Screening System of Moderate Diabetic Retinopathy

Yaroub Elloumi , Manef Ben Mbarek , Rahma Boukadida , Mohamed Akil , Mohamed Hedi Bedoui
International Conference on Machine Vision (ICMV), Nov 2020, Rome, Italy
Conference papers hal-02977506v1
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Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluation

Yaroub Elloumi , Mohamed Akil , Henda Boudegga
SPIE Real-Time Image Processing and Deep Learning, Apr 2019, Baltimore, Maryland, United States. ⟨10.1117/12.2519098⟩
Conference papers hal-02121851v1
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A new Online Class-Weighting approach with Deep Neural Networks for image segmentation of Highly Unbalanced Glioblastoma Tumors

Mostefa Ben Naceur , Rostom Kachouri , Mohamed Akil , Rachida Saouli
International Work-Conference on Artificial Neural Networks (IWANN-Advances in Computational Intelligence), Jun 2019, Gran Canaria, Spain. ⟨10.1007/978-3-030-20518-8_46⟩
Conference papers hal-02172208v1
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Deep Convolutional Neural Networks for Brain tumor segmentation: boosting performance using deep transfer learning: preliminary results

Mostefa Ben Naceur , Mohamed Akil , Rachida Saouli , Rostom Kachouri
MICCAI-BRATS 2019 Workshop : Multimodal Brain Tumor Segmentation Challenge, Oct 2019, Shenzhen, China
Conference papers hal-02533409v1
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Detection of retinal abnormalities using Smartphone-captured fundus images: A survey

Mohamed Akil , Yaroub Elloumi
Real-Time Image Processing and Deep Learning, Apr 2019, Baltimore, Maryland,, United States. ⟨10.1117/12.2519094⟩
Conference papers hal-02121855v1
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Computationally Efficient Blood Vessels Segmentation in Fundus Image on Shared Memory Parallel Machines

Yaroub Elloumi , Mohamed Akil
SPIE Real-Time Image and Video Processing, Apr 2018, Orlando, United States
Conference papers hal-01796765v1
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Computational Efficiency of Optic Disk Detection on Fundus Image: A survey

Sofien Ben Sayadia , Yaroub Elloumi , Mohamed Akil , Mohamed Hedibedoui
SPIE Real-Time Image and Video Processing, Apr 2018, Orlando, United States. ⟨10.1117/12.2304941⟩
Conference papers hal-01796769v1
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Détection du Disque Optique : Critères de performance et Evaluation des méthodes

Sofien Ben Sayadia , Yaroub Elloumi , Rostom Kachouri , Mohamed Hedi Bedoui , Mohamed Akil
WORKSHOP AMINA 2018 "Applications Médicales de l'Informatique : Nouvelles Approches", Nov 2018, Monastir, Tunisie
Conference papers hal-02004695v1
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Stratégie de parallélisme d'une méthode de segmentation des vaisseaux rétiniens sur architecture parallèle à mémoire partagée

Yaroub Elloumi , Rostom Kachouri , Mohamed Hedibedoui , Mohamed Akil
WORKSHOP AMINA 2018 "Applications Médicales de l'Informatique : Nouvelles Approches", Nov 2018, Monastir, Tunisie
Conference papers hal-02004691v1
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Highly Scalable Monitoring System on Chip for Multi-Stream Auto-Adaptable Vision System

Ali Isavudeen , Nicolas Ngan , Eva Dokladalova , Mohamed Akil
International Conference on Research in Adaptive and Convergent Systems, Sep 2017, Krakow, Poland. pp.Pages 249-254, ⟨10.1145/3129676.3129721⟩
Conference papers hal-01535640v1
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A comparison study between MLP and Convolutional Neural Network models for character recognition

Syrine Ben Driss , Mahmoud Soua , Rostom Kachouri , Mohamed Akil
SPIE Conference on Real-Time Image and Video Processing, Apr 2017, Anaheim, CA, United States. ⟨10.1117/12.2262589⟩
Conference papers hal-01525504v1
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Highly Scalable Monitoring System on Chip for Multi-Stream Auto-Adaptable Vision System

Ali Isavudeen , Nicolas Ngan , Eva Dokladalova , Mohamed Akil
Research in Adaptive and Convergent Systems 2017, RACS 2017, ACM SIGAPP, Sep 2017, Krakow, Poland. ⟨10.1145/3129676.3129721⟩
Conference papers hal-01576878v1
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Real-time text extraction based on the page layout analysis system

Mahmoud Soua , Alae Benchekroun , Rostom Kachouri , Mohamed Akil
SPIE Conference on Real-Time Image and Video Processing, Apr 2017, Anaheim, CA, United States. ⟨10.1117/12.2262364⟩
Conference papers hal-01525503v1
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Parallelization Strategy for Elementary Morphological Operators on Graphs

Imane Youkana , Jean Cousty , Rachida Saouli , Mohamed Akil
19th IAPR International Conference on Discrete Geometry for Computer Imagery, Apr 2016, Nantes, France. pp.311--322, ⟨10.1007/978-3-319-32360-2_24⟩
Conference papers hal-01344753v1
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Enhancing EEG Surface Resolution by Using a Combination of Kalman Filter and Interpolation method

Ibtissem Khouaja , Ibtihel Nouira , Mohamed Hedi Bedoui , Mohamed Akil
13th Computer Graphics, Imaging and Visualization , Mar 2016, Beni Mellal, Morocco
Conference papers hal-01801279v1
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Unsupervised Image Segmentation Based on Local pixel Clustering and Low-Level Region Merging

Rostom Kachouri , Mahmoud Soua , Mohamed Akil
2nd IEEE International Conference on Advanced Technologies for Signal and Image Processing ATSIP'16, Mar 2016, Monastir, Tunisia
Conference papers hal-01309999v1
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Personal verification system based on retina and SURF descriptors

Takwa Chihaoui , Hejer Jlassi , Rostom Kachouri , Kamel Hamrouni , Mohamed Akil
13th IEEE International Multi-Conference on Systems, Signals & Devices (SSD 2016), Mar 2016, Leipzig, Germany. ⟨10.1109/SSD.2016.7473709⟩
Conference papers hal-01305985v1
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Auto-Adaptive Multi-Sensor Architecture

Ali Isavudeen , Nicolas Ngan , Eva Dokladalova , Mohamed Akil
IEEE International symposium on circuits and systems, ISCAS 2016, IEEE, May 2016, Montréal, Canada
Conference papers hal-01265219v1

Parallel implementation of a watershed algorithm on shared memory multicore architecture

Yosra Braham , Mohamed Akil , Mohamed Hédi Bedoui
Ninth International Conference on Machine Vision, Nov 2016, Nice, France. ⟨10.1117/12.2268528⟩
Conference papers hal-01721262v1
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L'extraction d'un anneau d'interet autour de disque optique pour une identification rétinienne robuste

Takwa Chihaoui , Rostom Kachouri , Hejer Jlassi , Mohamed Akil , Kamel Hamrouni
ERIS’2016 Eye-tracking, Regard, Interactions et Suppléances, Nov 2016, Orléans, France
Conference papers hal-01422020v1
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Real-time H264/AVC high definition video encoder on a multicore DSP TMS320C6678

Nejmeddine Bahri , Nidhameddine Belhadj , Med Ali Ben Ayed , Nouri Masmoudi , Thierry Grandpierre
2015 International Conference on Computer Vision and Image Analysis Applications (ICCVIA), Jan 2015, Sousse, Tunisia. ⟨10.1109/ICCVIA.2015.7351893⟩
Conference papers hal-01797192v1

Morphological operators on graph based on geodesic distance map

Imane Youkana , Jean Cousty , Rachida Saouli , Mohamed Akil
International Conference on Computer Vision and Image Analysis Applications 2015, Jan 2015, Sousse, Tunisia. ⟨10.1109/ICCVIA.2015.7351899⟩
Conference papers hal-01344855v1
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Self-Adaptive Architecture for Multi-sensor Embedded Vision System

Ali Isavudeen , Eva Dokladalova , Nicolas Ngan , Mohamed Akil
MEMICS'15, Oct 2015, Telc, Czech Republic
Conference papers hal-01263859v1
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Gamma correction acceleration for real-time text extraction from complex colored images

Rostom Kachouri , Christian Medina Armas , Mohamed Akil
Image Processing (ICIP) 2015, Sep 2015, Quebec City, QC, Canada. ⟨10.1109/ICIP.2015.7350854⟩
Conference papers hal-01305887v1
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Human identification system based on the detection of optical Disc Ring in retinal images

Takwa Chihaoui , Rostom Kachouri , Hejer Jlassi , Mohamed Akil , Kamel Hamrouni
5th International Conference on Image Processing Theory, Tools and Applications, Nov 2015, Orléans, France. pp.263-267, ⟨10.1109/IPTA.2015.7367143⟩
Conference papers hal-01309990v1
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WCET Nested-Loop Minimization in Terms of Instruction-Level-Parallelism

Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui
International Conference on High Performance Computing & Simulation (HPCS), Jul 2015, Amsterdam, Netherlands
Conference papers hal-01796771v1
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Improved Hybrid Binarization based on Kmeans for Heterogeneous document processing

Mahmoud Soua , Rostom Kachouri , Mohamed Akil
9th International Symposium on Image and Signal Processing and Analysis, ISPA'15, Sep 2015, Zagreb, Croatia. pp.210-215, ⟨10.1109/ISPA.2015.7306060⟩
Conference papers hal-01309993v1
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Efficient multiscale and multifont optical character recognition system based on robust feature description

Mahmoud Soua , Rostom Kachouri , Mohamed Akil
5th International Conference on Image Processing Theory, Tools and Applications , Nov 2015, Orléans, France. ⟨10.1109/IPTA.2015.7367214⟩
Conference papers hal-01309987v1
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Hardware design to accelerate PNG encoder for binary mask compression on FPGA

Rostom Kachouri , Mohamed Akil
SPIE 9400, Real-Time Image and Video Processing, Feb 2015, San Francisco, California, United States. ⟨10.1117/12.2076483⟩
Conference papers hal-01305864v1
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A new hybrid binarization method based on Kmeans

Mahmoud Soua , Rostom Kachouri , Mohamed Akil
6th International Symposium on Communications, Control and Signal Processing (ISCCSP), May 2014, Athens, Greece. ⟨10.1109/ISCCSP.2014.6877830⟩
Conference papers hal-01305856v1
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GOP level parallelism implementation for real-time H264/AVC video encoder on multicore DSP TMS320C6472

Nejmeddine Bahri , Thierry Grandpierre , Mohamed Ali Ben Ayed , Nouri Masmoudi , Mohamed Akil
EDERC 2014, IEEE, EURASIP, Nov 2014, Milan, Italy. pp.152-156, ⟨10.1109/EDERC.2014.6924378⟩
Conference papers hal-01192779v1

Automatic Hardware/Software interface generation for SynDEx-mixte

Feki Oussama , Thierry Grandpierre , Mohamed Akil , Nouri Masmoudi
ATSIP 2014, Mar 2014, Sousse, Tunisia. pp.512-516, ⟨10.1109/ATSIP.2014.6834668⟩
Conference papers hal-01192824v1
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GOP level parallelism implementation for real-time H264/AVC video encoder on multicore DSP TMS320C6472

Nejmeddine Bahri , Thierry Grandpierre , Med Ali Ben Ayed , Nouri Masmoudi , Mohamed Akil
2014 6th European Embedded Design in Education and Research Conference (EDERC), Sep 2014, Milano, France. ⟨10.1109/EDERC.2014.6924378⟩
Conference papers hal-01797197v1
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Optimisations structurelles et matérielles de l'encodeur vidéo H264/AVC sur un seul coeur d'un DSP multicoeurs TMS320C6472

Nejmeddine Bahri , Thierry Grandpierre , Nouri Masmoudi , Mohamed Akil
GRETSI 2013 (Symposium on Signal and Image Processing), 2013, BREST, France
Conference papers hal-01797228v1
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Optimisations structurelles et matérielles de l'encodeur vidéo H264/AVC sur un seul coeur d'un DSP multicoeurs TMS320C6472

Nejmeddine Bahri , Thierry Grandpierre , Nouri Masmoudi , Mohamed Akil
gretsi, Sep 2013, Brest, France
Conference papers hal-01193138v1
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Execution Time and Code Size Optimization using Multidimensional Retiming and Loop Striping

Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui
EUROMICRO Conference on Digital System Design, Sep 2013, Santander, Spain
Conference papers hal-01800763v1

Efficient FPGA architecture for oriented 1-D opening and pattern spectrum

Jan Bartovsky , Eva Dokladalova , Petr Dokládal , Mohamed Akil
Image Processing (ICIP), 2012 19th IEEE International Conference on, Sep 2012, Orlando, FL, United States. ⟨10.1109/ICIP.2012.6467203⟩
Conference papers hal-01289109v1

Efficient FPGA architecture for oriented 1-D opening and pattern spectrum

Jan Bartovsky , Eva Dokladalova , Petr Dokládal , Mohamed Akil
19th IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, Florida, United States. pp.1689-1692
Conference papers hal-00789851v1
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Execution Time Optimization Using Delayed Multidimensional Retiming

Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui
IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, Oct 2012, Dublin, Ireland
Conference papers hal-01800762v1
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Dynamically adaptable NoC router architecture for multiple pixel streams applications

Nicolas Ngan , Eva Dokladalova , Mohamed Akil
Circuits and Systems (ISCAS), 2012 IEEE International Symposium on, May 2012, South Korea. pp.1006 - 1009
Conference papers hal-00789363v1
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Morphological Classification of Particles Recorded by the Timepix Detector

Jan Bartovsky , Dominik Schneider , Eva Dokladalova , Petr Dokládal , Vjaceslav Georgiev
7th International Symposium on Image and Signal Processing and Analysis (ISPA), 2011, Sep 2011, Dubrovnik, Croatia
Conference papers hal-01289102v1
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Thinning Algorithms Classification

Ramzi Mahmoudi , Mohamed Akil
Computer Science, Automation and Electronics Workshop, Mar 2011, Casablanca, Morocco
Conference papers hal-03112500v1

Morphological Classification of Particles Recorded by the Timepix Detector

Jan Bartovsky , Dominik Schneider , Eva Dokladalova , Petr Dokládal , Vjaceslav Georgiev
7th International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2011, Dubrovnik, Croatia. pp.343-348
Conference papers hal-00658896v1
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Real-time topological image smoothing on shared memory parallel machines

Ramzi Mahmoudi , Mohamed Akil
Real-Time Image and Video Processing 2011, Jan 2011, San Francisco, United States. ⟨10.1117/12.872275⟩
Conference papers hal-01294106v1
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Dynamically adaptable architecture for real-time video processing

Nicolas Ngan , Eva Dokladalova , Mohamed Akil , Francois Contou-Carrére
IEEE International Symposium on Circuits and Systems (ISCAS'10), 2010, France. 10pp
Conference papers hal-00622434v1

Parallel Hardware Implementation of Connected Component Tree Computation

Petr Matas , Eva Dokladalova , Mohamed Akil , Vjaceslav Georgiev , Martin Poupa
20th International Conference on Field Programmable Logic and Applications, 2010, France. 10pp
Conference papers hal-00622489v1

Latency and power optimization in AAA methodology for integrated circuits

Yareb Eloumi , Mohamed Akil , Thierry Grandpierre , Mohamed Hédi Bedoui
ICECS 2010, IEEE, Dec 2010, Athens, Greece. pp.639-642, ⟨10.1109/ICECS.2010.5724593⟩
Conference papers hal-01192801v1
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Memory System for a Dynamically Adaptable Pixel Stream Architecture

Nicolas Ngan , Geoffroy Marpeaux , Eva Dokladalova , Mohamed Akil , Fançois Contou-Carrère
20th International Conference on Field Programmable Logic and Applications (FPL'10), 2010, France. 10pp
Conference papers hal-00622488v1

Exploration of VLIW Space Processor for Adaboost-based Applications

Moad Benkiniour , Mohamed Akil , Eva Dokladalova , Mohamed Benmohamed
International Conference on the Applications Of Digital Information and Web Technologies, IEEE, ICADIWT, Aug 2009, France. 10pp
Conference papers hal-00622451v1

Algorithmes de Dematricage pour la Photographie Numerique : architecture dediee et implantation sur FPGA

Harold Phelippeau , Mohamed Akil , Hugues Talbot , Stephan Bara
GRETSI, 2009, France. pp.1-4
Conference papers hal-00622431v1
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Image segmentation based upon topological operators: real-time implementation case study

Ramzi Mahmoudi , Mohamed Akil
Real-Time Image and Video Processing 2009, Jan 2009, San Jose, Californie, United States. ⟨10.1117/12.812121⟩
Conference papers hal-01294104v1

Parallel Image Thinning Through Topological Operators On Shared Memory Parallel Machines

Ramzi Mahmoudi , Mohamed Akil , Petr Matas
43rd Asilomar Confrence on Signals, Systems, and Computers, Nov 2009, France. 10pp
Conference papers hal-00622450v1

Efficient Poisson Denoising for Photography

Hugues Talbot , Harold Phelippeau , Mohamed Akil , Stephan Bara
International Conference on Image Processing (ICIP'09), Nov 2009, Cairo, Egypt, France. pp.3881-3883
Conference papers hal-00622438v1
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Parallel image thinning through topological operators on shared memory parallel machines

Ramzi Mahmoudi , Mohamed Akil , Petr Matas
2009 Asilomar Conference on Signals, Systems & Computers, Nov 2009, Pacific Grove, United States. pp.723-730, ⟨10.1109/ACSSC.2009.5469946⟩
Conference papers hal-01294105v1
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Bayer Bilateral denoising on TriMedia 3270

Harold Phelippeau , Mohamed Akil , Breno Dias Rodrigues , Hugues Talbot , Stefan Bara
IST/SPIE Electronic Imaging, science and technology, Real-Time and Video Processing, SPIE, Jan 2009, San-Jose, CA, United States. 13pp, ⟨10.1117/12.812330⟩
Conference papers hal-00622452v1

Image Segementation based upon topological operators: real-time case study

Ramzi Mahmoudi , Mohamed Akil
IS&T/SPIE Electronic Imaging, Science and technology, Real-Time Image and Video Processing, Jan 2009, France. 10pp
Conference papers hal-00622449v1

Etude algorithmique et conception d'architectures dédiées à la reconstruction 3D d'images médicales

Manel Mili , Mohamed Bouraoui , Mohamed Boubaker , Mohamed Akil , Mohamed Hedi Bedoui
5ème JTEA, May 2008, France. pp.8
Conference papers hal-00622466v1

Algorithme de Marching Cubes : Exploration architecturale et implantation optimisée sur circuits FPGA

Manel Mili , Bouraoui Mahmoud , Mohamed Boubaker , Asma Ben Abdallah , Mohamed Akil
4ème AMINA 2008, Applications Médicales de l'Informatique : Nouvelles Approches, Nov 2008, France
Conference papers hal-00622469v1

Détection des visages : étude algorithmique et implantation temps réel

Moad Benkinouar , Mohamed Akil , Eva Dokladalova , Mohamed Benmohamed
4ème AMINA, Applications Médicales de l'Informatique : Nouvelles Approches, Nov 2008, France
Conference papers hal-00622468v1

Parallel Algorithm for Concurrent Computation of Connected Component Tree

Petr Matas , Eva Dokladalova , Mohamed Akil , Thierry Grandpierre , Laurent Najman
Advanced Concepts for Intelligent Vision Systems (ACIVS'08), Oct 2008, France. pp.230-241
Conference papers hal-00622406v1
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Shot-noise adaptive bilateral filter

Harold Phelippeau , Hugues Talbot , Stefan Bara , Mohamed Akil
International Conference on Signal Processing (ICSP'08), IEEE, 2008, Beijing, China. pp.864-867, ⟨10.1109/ICOSP.2008.4697265⟩
Conference papers hal-00622459v1

AAA and SynDEx-Ic: A Methodology and a Software Framework for the Implementation of Real-Time Applications onto Reconfigurable Circuits

Pierre Niang , Thierry Grandpierre , Mohamed Akil , Yves Sorel
International Embedded Systems Symposium, 2007, France. 10pp
Conference papers hal-00622183v1

Architecture dédiée pour le traitement temps réel des signaux physiologiques : spécification algorithmique et méthodologie d'implantation sur circuits reconfigurables

M. Boubaker , Mohamed Akil , K. Ben Khalifa , M. Hedi Bedoui
GRETSI, 2007, France. 10pp
Conference papers hal-00622013v1

Efficient Hardware Implementation of Connected Component Tree Algorithm

Nicolas Ngan , F. Contou-Carrère , B. Marcon , S. Guerin , Eva Dokladalova
Workshop on Design and Architectures For Signal and Image Processing, 2007, France. 10pp
Conference papers hal-00622340v1

Demosaicing on the TriMedia 3270

Harold Phelippeau , Mohamed Akil , Hugues Talbot , S. Bara , T. Fraga-Silva
Workshop on Design and Architectures For Signal and Image Processing, 2007, France. 10pp
Conference papers hal-00622248v1

Real time hardware for a new 3D display

Benoît Kaufmann , Mohamed Akil
Symposium on Electronic Imaging Science and Technologies, Real-Time Imaging IX Conference, Jan 2006, San Jose, USA, France. pp.133-146
Conference papers hal-00622355v1

A rapid prototyping methodology to implement and optimizing image processing algorithms for FPGAs

Mohamed Akil , Pierre Niang , Thierry Grandpierre
IS&T / SPIE, Symposium on Electronic Imaging Science and Technologies, Real-Time Imaging IX Conference, 2006, San Jose, USA, France. 10pp
Conference papers hal-00622356v1

3D images compression for multi-view auto-stereoscopic displays

Benoît Kaufmann , Mohamed Akil
International Conference on Computer Graphics, Imaging and Visualisation (CGIV'06), Jul 2006, Sydney, Australia, France. pp.128-136
Conference papers hal-00622246v1

New 3D Display: Algorithms and real time architecture

Benoît Kaufmann , Mohamed Akil
17ème Congrès Mondial IMACS, Jul 2005, Paris, France, France. 10pp
Conference papers hal-00622247v1

Video memory compression for multiview autostereoscopic displays

Benoît Kaufmann , Mohamed Akil
Symposium on Electronic Imaging Science and Technologies, Stereoscopic Displays and Applications XV conference, Jan 2005, San Jose, USA, France. pp.59-70
Conference papers hal-00622358v1

ARM-based Embedded Processor: Real time implementation for thinning and crest restoration in graylevel images

Mohamed Akil
IS&T / SPIE, Symposium on Electronic Imaging Science and Technologies, Real-Time Imaging VIII Conference, 2005, San Jose, USA, France. pp.102-110
Conference papers hal-00622357v1

Halftoning processing on a JPEG-compressed image

Cédric Sibade , Stéphane Barizien , Mohamed Akil , Laurent Perroton
Procs. of IS&T/SPIE Electronic Imaging, session Color Imaging IX: Processing, Hardcopy, and Applications IX, 2004, France. 10pp
Conference papers hal-00622361v1

Evaluation of raster image compression in the context of large format document processing

Cédric Sibade , Stéphane Barizien , Mohamed Akil , Laurent Perroton
Procs. of IS&T/SPIE Electronic Imaging, session Color Imaging IX: Processing, Hardcopy, and Applications IX, 2004, France. 10pp
Conference papers hal-00622360v1

Architecture for hardware thinning and crest restoration in graylevel images

Mohamed Akil
IS&T / SPIE, Symposium on Electronic Imaging Science and Technologies, Real-Time Imaging VIII Conference, 2004, San Jose, USA, France. pp.242-253
Conference papers hal-00622359v1

Optimized implementation of application specific integrated circuits specified with data dependence graph

Linda Kaouane , Mohamed Akil , Yves Sorel
EDAA PhD Forum at DATE03, Design Automation and Test in Europe, Mar 2003, Munich, Germany, France. 10pp
Conference papers hal-00622123v1

Stratégie d'Application de Traitement d'Image sur des Flux Compressés

Cédric Sibade , Mohamed Akil , Laurent Perroton , Stéphane Barizien
Actes de la conférence CORESA 2003 (COmpression et REprésentation des Signaux Audiovisuels), 2003, France. pp.215-218
Conference papers hal-00622193v1

From Algorithm Graph Specification to Automatic Synthesis of FPGA Circuit: A Seamless Flow of Graphs Transformations

Linda Kaouane , Mohamed Akil , Yves Sorel , Thierry Grandpierre
Field Programmable Logic and Application, 13th International Conference, Sep 2003, Lisbon, Portugal. pp.934-943, ⟨10.1007/978-3-540-45234-8_90⟩
Conference papers hal-01800628v1

Dedicated architecture for topological operators for grayscale image processing

Mohamed Akil
IS&T / SPIE, Symposium on Electronic Imaging Science and Technologies, Jan 2003, Santa Clara, USA, France. 10pp
Conference papers hal-00622362v1

Wide format raster compression applied to a printing environment

Cédric Sibade , Stéphane Barizien , Mohamed Akil , Laurent Perroton
Proceedings of IS&T NIP 18 conference (Digital Printing Technologies conference), 2002, France. 10pp
Conference papers hal-00622363v1

Compressed-domain processing for wide format printing application

Cédric Sibade , Laurent Perroton , Mohamed Akil , Stéphane Barizien
Proceedings of ICSHPP conference (International Congress on High Speed Photography and Photonics), 2002, France. pp.230-235
Conference papers hal-00622195v1

Wide format image manipulation and compression in a printing environment

Cédric Sibade , Stéphane Barizien , Mohamed Akil , Laurent Perroton
Proceedings of SPIE ITCOM 2002 conference on Multimedia Systems and Applications V, 2002, France. 10pp
Conference papers hal-00622194v1

Architecture for Hardware Compression / Decompression of Large Images

Mohamed Akil , Laurent Perroton , S. Gailhard , Julien Denoulet , F. Bartier
SPIE Electronic Imaging, 2001, France. 10pp
Conference papers hal-00621971v1
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Detection of Retinal Abnormalities in Fundus Image Using CNN Deep Learning Networks

Mohamed Akil , Yaroub Elloumi , Rostom Kachouri
Elsevier. State of the Art in Neural Networks, 1, Ayman S. El-Baz; Jasjit S. Suri, pp.19-61, 2021
Book sections hal-02428351v1
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Retinal image processing in Biometrics

Rostom Kachouri , Mohamed Akil , Yaroub Elloumi
Amine 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⟩
Book sections hal-02295012v1

Implementing Real-Time Algorithms by using the AAA Prototyping Methodology

Pierre Niang , Thierry Grandpierre , Mohamed Akil
?. Embedded System Design, Techniques and Trends, 231, Springer, pp.27-36, 2007, IFIP
Book sections hal-00622231v1