mohamed akil
Présentation
Publications
Publications
Adaptation de Domaine pour la Détection de Boiterie à partir de Vidéos Non AnnotéesEquIA’2025 - Sciences Équines et Intelligence Artificielle : Applications, Innovations et Perspectives, Efrei - Paris – Université Paris Panthéon-Assas, 30-32, May 2025, Villejuif, France |
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Diabetic Retinopathy Screening within Unlabeled Dataset based on Least Squares Cycle-GAN Domain TransferThe 13th International Conference on Image Processing Theory, Tools and Applications IPTA 2024, Oct 2024, Rabat, Morocco |
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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 cameraInternational Conference on Optimization and Data Science in Industrial Engineering (ODSIE 2023), Nov 2023, Istanbul, Turkey |
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 portable7ème édition de l’Ecole STIC’2023, Nov 2023, Monastir, Tunisia |
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Fine-tuning Convolutional Neural Networks: a comprehensive guide and benchmark analysis for Glaucoma Screening25th International Conference in Pattern Recognition, Jan 2021, Milano (on line), Italy |
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Fast and Accurate Mobile-Aided Screening System of Moderate Diabetic RetinopathyInternational Conference on Machine Vision (ICMV), Nov 2020, Rome, Italy. ⟨10.1117/12.2588505⟩ |
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A deep learning-based smartphone app for real-time detection of five stages of diabetic retinopathyReal-Time Image Processing and Deep Learning 2020, Apr 2020, San Diego, California (Online Only), United States. pp.5, ⟨10.1117/12.2557554⟩ |
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Detection of retinal abnormalities using Smartphone-captured fundus images: A surveyReal-Time Image Processing and Deep Learning, Apr 2019, Baltimore, Maryland,, United States. ⟨10.1117/12.2519094⟩ |
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Deep Convolutional Neural Networks for Brain tumor segmentation: boosting performance using deep transfer learning: preliminary resultsMICCAI-BRATS 2019 Workshop : Multimodal Brain Tumor Segmentation Challenge, Oct 2019, Shenzhen, China |
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A new Online Class-Weighting approach with Deep Neural Networks for image segmentation of Highly Unbalanced Glioblastoma TumorsInternational Work-Conference on Artificial Neural Networks (IWANN-Advances in Computational Intelligence), Jun 2019, Gran Canaria, Spain. ⟨10.1007/978-3-030-20518-8_46⟩ |
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Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluationSPIE Real-Time Image Processing and Deep Learning, Apr 2019, Baltimore, Maryland, United States. ⟨10.1117/12.2519098⟩ |
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Détection du Disque Optique : Critères de performance et Evaluation des méthodesWORKSHOP AMINA 2018 "Applications Médicales de l'Informatique : Nouvelles Approches", Nov 2018, Monastir, Tunisie |
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Computational Efficiency of Optic Disk Detection on Fundus Image: A surveySPIE Real-Time Image and Video Processing, Apr 2018, Orlando, United States. ⟨10.1117/12.2304941⟩ |
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Stratégie de parallélisme d'une méthode de segmentation des vaisseaux rétiniens sur architecture parallèle à mémoire partagéeWORKSHOP AMINA 2018 "Applications Médicales de l'Informatique : Nouvelles Approches", Nov 2018, Monastir, Tunisie |
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Computationally Efficient Blood Vessels Segmentation in Fundus Image on Shared Memory Parallel MachinesSPIE Real-Time Image and Video Processing, Apr 2018, Orlando, United States |
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Highly Scalable Monitoring System on Chip for Multi-Stream Auto-Adaptable Vision SystemInternational Conference on Research in Adaptive and Convergent Systems, Sep 2017, Krakow, Poland. pp.Pages 249-254, ⟨10.1145/3129676.3129721⟩ |
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Highly Scalable Monitoring System on Chip for Multi-Stream Auto-Adaptable Vision SystemResearch in Adaptive and Convergent Systems 2017, RACS 2017, ACM SIGAPP, Sep 2017, Krakow, Poland. ⟨10.1145/3129676.3129721⟩ |
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Real-time text extraction based on the page layout analysis systemSPIE Conference on Real-Time Image and Video Processing, Apr 2017, Anaheim, CA, United States. ⟨10.1117/12.2262364⟩ |
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A comparison study between MLP and Convolutional Neural Network models for character recognitionSPIE Conference on Real-Time Image and Video Processing, Apr 2017, Anaheim, CA, United States. ⟨10.1117/12.2262589⟩ |
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Personal verification system based on retina and SURF descriptors13th IEEE International Multi-Conference on Systems, Signals & Devices (SSD 2016), Mar 2016, Leipzig, Germany. ⟨10.1109/SSD.2016.7473709⟩ |
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L'extraction d'un anneau d'interet autour de disque optique pour une identification rétinienne robusteERIS’2016 Eye-tracking, Regard, Interactions et Suppléances, Nov 2016, Orléans, France |
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Parallelization Strategy for Elementary Morphological Operators on Graphs19th IAPR International Conference on Discrete Geometry for Computer Imagery, Apr 2016, Nantes, France. pp.311--322, ⟨10.1007/978-3-319-32360-2_24⟩ |
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Enhancing EEG Surface Resolution by Using a Combination of Kalman Filter and Interpolation method13th Computer Graphics, Imaging and Visualization , Mar 2016, Beni Mellal, Morocco |
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Unsupervised Image Segmentation Based on Local pixel Clustering and Low-Level Region Merging2nd IEEE International Conference on Advanced Technologies for Signal and Image Processing ATSIP'16, Mar 2016, Monastir, Tunisia |
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Auto-Adaptive Multi-Sensor ArchitectureIEEE International symposium on circuits and systems, ISCAS 2016, IEEE, May 2016, Montréal, Canada |
Parallel implementation of a watershed algorithm on shared memory multicore architectureNinth International Conference on Machine Vision, Nov 2016, Nice, France. ⟨10.1117/12.2268528⟩ |
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Efficient multiscale and multifont optical character recognition system based on robust feature description5th International Conference on Image Processing Theory, Tools and Applications , Nov 2015, Orléans, France. ⟨10.1109/IPTA.2015.7367214⟩ |
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Hardware design to accelerate PNG encoder for binary mask compression on FPGASPIE 9400, Real-Time Image and Video Processing, Feb 2015, San Francisco, California, United States. ⟨10.1117/12.2076483⟩ |
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WCET Nested-Loop Minimization in Terms of Instruction-Level-ParallelismInternational Conference on High Performance Computing & Simulation (HPCS), Jul 2015, Amsterdam, Netherlands |
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Human identification system based on the detection of optical Disc Ring in retinal images5th International Conference on Image Processing Theory, Tools and Applications, Nov 2015, Orléans, France. pp.263-267, ⟨10.1109/IPTA.2015.7367143⟩ |
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Improved Hybrid Binarization based on Kmeans for Heterogeneous document processing9th International Symposium on Image and Signal Processing and Analysis, ISPA'15, Sep 2015, Zagreb, Croatia. pp.210-215, ⟨10.1109/ISPA.2015.7306060⟩ |
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Gamma correction acceleration for real-time text extraction from complex colored imagesImage Processing (ICIP) 2015, Sep 2015, Quebec City, QC, Canada. ⟨10.1109/ICIP.2015.7350854⟩ |
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Self-Adaptive Architecture for Multi-sensor Embedded Vision SystemMEMICS'15, Oct 2015, Telc, Czech Republic |
Morphological operators on graph based on geodesic distance mapInternational Conference on Computer Vision and Image Analysis Applications 2015, Jan 2015, Sousse, Tunisia. ⟨10.1109/ICCVIA.2015.7351899⟩ |
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Real-time H264/AVC high definition video encoder on a multicore DSP TMS320C66782015 International Conference on Computer Vision and Image Analysis Applications (ICCVIA), Jan 2015, Sousse, Tunisia. ⟨10.1109/ICCVIA.2015.7351893⟩ |
Automatic Hardware/Software interface generation for SynDEx-mixteATSIP 2014, Mar 2014, Sousse, Tunisia. pp.512-516, ⟨10.1109/ATSIP.2014.6834668⟩ |
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GOP level parallelism implementation for real-time H264/AVC video encoder on multicore DSP TMS320C64722014 6th European Embedded Design in Education and Research Conference (EDERC), Sep 2014, Milano, France. ⟨10.1109/EDERC.2014.6924378⟩ |
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GOP level parallelism implementation for real-time H264/AVC video encoder on multicore DSP TMS320C6472EDERC 2014, IEEE, EURASIP, Nov 2014, Milan, Italy. pp.152-156, ⟨10.1109/EDERC.2014.6924378⟩ |
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A new hybrid binarization method based on Kmeans6th International Symposium on Communications, Control and Signal Processing (ISCCSP), May 2014, Athens, Greece. ⟨10.1109/ISCCSP.2014.6877830⟩ |
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Execution Time and Code Size Optimization using Multidimensional Retiming and Loop StripingEUROMICRO Conference on Digital System Design, Sep 2013, Santander, Spain |
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Optimisations structurelles et matérielles de l'encodeur vidéo H264/AVC sur un seul coeur d'un DSP multicoeurs TMS320C6472GRETSI 2013 (Symposium on Signal and Image Processing), 2013, BREST, France |
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Optimisations structurelles et matérielles de l'encodeur vidéo H264/AVC sur un seul coeur d'un DSP multicoeurs TMS320C6472gretsi, Sep 2013, Brest, France |
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Dynamically adaptable NoC router architecture for multiple pixel streams applicationsCircuits and Systems (ISCAS), 2012 IEEE International Symposium on, May 2012, South Korea. pp.1006 - 1009 |
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Execution Time Optimization Using Delayed Multidimensional RetimingIEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, Oct 2012, Dublin, Ireland |
Efficient FPGA architecture for oriented 1-D opening and pattern spectrum19th IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, Florida, United States. pp.1689-1692 |
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Efficient FPGA architecture for oriented 1-D opening and pattern spectrumImage Processing (ICIP), 2012 19th IEEE International Conference on, Sep 2012, Orlando, FL, United States. ⟨10.1109/ICIP.2012.6467203⟩ |
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Real-time topological image smoothing on shared memory parallel machinesReal-Time Image and Video Processing 2011, Jan 2011, San Francisco, United States. ⟨10.1117/12.872275⟩ |
Morphological Classification of Particles Recorded by the Timepix Detector7th International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2011, Dubrovnik, Croatia. pp.343-348 |
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Thinning Algorithms ClassificationComputer Science, Automation and Electronics Workshop, Mar 2011, Casablanca, Morocco |
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Morphological Classification of Particles Recorded by the Timepix Detector7th International Symposium on Image and Signal Processing and Analysis (ISPA), 2011, Sep 2011, Dubrovnik, Croatia |
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Dynamically adaptable architecture for real-time video processingIEEE International Symposium on Circuits and Systems (ISCAS'10), 2010, France. 10pp |
Latency and power optimization in AAA methodology for integrated circuitsICECS 2010, IEEE, Dec 2010, Athens, Greece. pp.639-642, ⟨10.1109/ICECS.2010.5724593⟩ |
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Memory System for a Dynamically Adaptable Pixel Stream Architecture20th International Conference on Field Programmable Logic and Applications (FPL'10), 2010, France. 10pp |
Parallel Hardware Implementation of Connected Component Tree Computation20th International Conference on Field Programmable Logic and Applications, 2010, France. 10pp |
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Parallel image thinning through topological operators on shared memory parallel machines2009 Asilomar Conference on Signals, Systems & Computers, Nov 2009, Pacific Grove, United States. pp.723-730, ⟨10.1109/ACSSC.2009.5469946⟩ |
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Bayer Bilateral denoising on TriMedia 3270IST/SPIE Electronic Imaging, science and technology, Real-Time and Video Processing, SPIE, Jan 2009, San-Jose, CA, United States. 13pp, ⟨10.1117/12.812330⟩ |
Image Segementation based upon topological operators: real-time case studyIS&T/SPIE Electronic Imaging, Science and technology, Real-Time Image and Video Processing, Jan 2009, France. 10pp |
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Algorithmes de Dematricage pour la Photographie Numerique : architecture dediee et implantation sur FPGAGRETSI, 2009, France. pp.1-4 |
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Efficient Poisson Denoising for PhotographyInternational Conference on Image Processing (ICIP'09), Nov 2009, Cairo, Egypt, France. pp.3881-3883 |
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Parallel Image Thinning Through Topological Operators On Shared Memory Parallel Machines43rd Asilomar Confrence on Signals, Systems, and Computers, Nov 2009, France. 10pp |
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Image segmentation based upon topological operators: real-time implementation case studyReal-Time Image and Video Processing 2009, Jan 2009, San Jose, Californie, United States. ⟨10.1117/12.812121⟩ |
Exploration of VLIW Space Processor for Adaboost-based ApplicationsInternational Conference on the Applications Of Digital Information and Web Technologies, IEEE, ICADIWT, Aug 2009, France. 10pp |
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Parallel Algorithm for Concurrent Computation of Connected Component TreeAdvanced Concepts for Intelligent Vision Systems (ACIVS'08), Oct 2008, France. pp.230-241 |
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Shot-noise adaptive bilateral filterInternational Conference on Signal Processing (ICSP'08), IEEE, 2008, Beijing, China. pp.864-867, ⟨10.1109/ICOSP.2008.4697265⟩ |
Détection des visages : étude algorithmique et implantation temps réel4ème AMINA, Applications Médicales de l'Informatique : Nouvelles Approches, Nov 2008, France |
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Etude algorithmique et conception d'architectures dédiées à la reconstruction 3D d'images médicales5ème JTEA, May 2008, France. pp.8 |
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Algorithme de Marching Cubes : Exploration architecturale et implantation optimisée sur circuits FPGA4ème AMINA 2008, Applications Médicales de l'Informatique : Nouvelles Approches, Nov 2008, France |
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Demosaicing on the TriMedia 3270Workshop on Design and Architectures For Signal and Image Processing, 2007, France. 10pp |
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AAA and SynDEx-Ic: A Methodology and a Software Framework for the Implementation of Real-Time Applications onto Reconfigurable CircuitsInternational Embedded Systems Symposium, 2007, France. 10pp |
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Architecture dédiée pour le traitement temps réel des signaux physiologiques : spécification algorithmique et méthodologie d'implantation sur circuits reconfigurablesGRETSI, 2007, France. 10pp |
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Efficient Hardware Implementation of Connected Component Tree AlgorithmWorkshop on Design and Architectures For Signal and Image Processing, 2007, France. 10pp |
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Real time hardware for a new 3D displaySymposium on Electronic Imaging Science and Technologies, Real-Time Imaging IX Conference, Jan 2006, San Jose, USA, France. pp.133-146 |
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A rapid prototyping methodology to implement and optimizing image processing algorithms for FPGAsIS&T / SPIE, Symposium on Electronic Imaging Science and Technologies, Real-Time Imaging IX Conference, 2006, San Jose, USA, France. 10pp |
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3D images compression for multi-view auto-stereoscopic displaysInternational Conference on Computer Graphics, Imaging and Visualisation (CGIV'06), Jul 2006, Sydney, Australia, France. pp.128-136 |
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ARM-based Embedded Processor: Real time implementation for thinning and crest restoration in graylevel imagesIS&T / SPIE, Symposium on Electronic Imaging Science and Technologies, Real-Time Imaging VIII Conference, 2005, San Jose, USA, France. pp.102-110 |
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Video memory compression for multiview autostereoscopic displaysSymposium on Electronic Imaging Science and Technologies, Stereoscopic Displays and Applications XV conference, Jan 2005, San Jose, USA, France. pp.59-70 |
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New 3D Display: Algorithms and real time architecture17ème Congrès Mondial IMACS, Jul 2005, Paris, France, France. 10pp |
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Architecture for hardware thinning and crest restoration in graylevel imagesIS&T / SPIE, Symposium on Electronic Imaging Science and Technologies, Real-Time Imaging VIII Conference, 2004, San Jose, USA, France. pp.242-253 |
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Evaluation of raster image compression in the context of large format document processingProcs. of IS&T/SPIE Electronic Imaging, session Color Imaging IX: Processing, Hardcopy, and Applications IX, 2004, France. 10pp |
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Halftoning processing on a JPEG-compressed imageProcs. of IS&T/SPIE Electronic Imaging, session Color Imaging IX: Processing, Hardcopy, and Applications IX, 2004, France. 10pp |
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Dedicated architecture for topological operators for grayscale image processingIS&T / SPIE, Symposium on Electronic Imaging Science and Technologies, Jan 2003, Santa Clara, USA, France. 10pp |
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From Algorithm Graph Specification to Automatic Synthesis of FPGA Circuit: A Seamless Flow of Graphs TransformationsField Programmable Logic and Application, 13th International Conference, Sep 2003, Lisbon, Portugal. pp.934-943, ⟨10.1007/978-3-540-45234-8_90⟩ |
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Optimized implementation of application specific integrated circuits specified with data dependence graphEDAA PhD Forum at DATE03, Design Automation and Test in Europe, Mar 2003, Munich, Germany, France. 10pp |
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Stratégie d'Application de Traitement d'Image sur des Flux CompressésActes de la conférence CORESA 2003 (COmpression et REprésentation des Signaux Audiovisuels), 2003, France. pp.215-218 |
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Compressed-domain processing for wide format printing applicationProceedings of ICSHPP conference (International Congress on High Speed Photography and Photonics), 2002, France. pp.230-235 |
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Wide format image manipulation and compression in a printing environmentProceedings of SPIE ITCOM 2002 conference on Multimedia Systems and Applications V, 2002, France. 10pp |
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Wide format raster compression applied to a printing environmentProceedings of IS&T NIP 18 conference (Digital Printing Technologies conference), 2002, France. 10pp |
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Architecture for Hardware Compression / Decompression of Large ImagesSPIE Electronic Imaging, 2001, France. 10pp |
Reconfigurable architecture for real-time image processingSpringer-Verlag, 10pp., 2008 |
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Detection of Retinal Abnormalities in Fundus Image Using CNN Deep Learning NetworksElsevier. State of the Art in Neural Networks, 1, Ayman S. El-Baz; Jasjit S. Suri, pp.19-61, 2021 |
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Retinal image processing in BiometricsAmine 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⟩ |
Implementing Real-Time Algorithms by using the AAA Prototyping Methodology?. Embedded System Design, Techniques and Trends, 231, Springer, pp.27-36, 2007, IFIP |