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2020 – today
- 2023
[c52]Rostom Kachouri, Mohamed Akil, Amed Mvoulana:
Early glaucoma screening Decision Tree using in-depth clinical analysis of the optic nerve head. IPTA 2023: 1-6- 2022
- [j31]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) - 2021
- [j30]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) - [j29]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) - 2020
- [j28]Ramzi Mahmoudi, Narjes Ben Ameur, Asma Ammari, Mohamed Akil, Rachida Saouli, Badii Hmida, Mohamed Hedi Bedoui:
Left ventricular segmentation based on a parallel watershed transformation towards an accurate heart function evaluation. IET Image Process. 14(3): 506-517 (2020) - [j27]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) - [j26]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) - [j25]Latifa Greche, Mohamed Akil, Rostom Kachouri, Najia Es-Sbai:
A new pipeline for the recognition of universal expressions of multiple faces in a video sequence. J. Real Time Image Process. 17(5): 1389-1402 (2020) - [j24]Mostefa Ben Naceur, Mohamed Akil, Rachida Saouli, Rostom Kachouri:
Fully automatic brain tumor segmentation with deep learning-based selective attention using overlapping patches and multi-class weighted cross-entropy. Medical Image Anal. 63: 101692 (2020) - [c51]Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui:
Fast and accurate mobile-aided screening system of moderate diabetic retinopathy. ICMV 2020: 116050U - [c50]Amed Mvoulana, Rostom Kachouri, Mohamed Akil:
Fine-tuning Convolutional Neural Networks: a comprehensive guide and benchmark analysis for Glaucoma Screening. ICPR 2020: 6120-6127
2010 – 2019
- 2019
- [j23]Amed Mvoulana, Rostom Kachouri, Mohamed Akil:
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. Comput. Medical Imaging Graph. 77 (2019) - [c49]Mostefa Ben Naceur, Mohamed Akil, Rachida Saouli, Rostom Kachouri:
Deep Convolutional Neural Networks for Brain Tumor Segmentation: Boosting Performance Using Deep Transfer Learning: Preliminary Results. BrainLes@MICCAI (2) 2019: 303-315 - [c48]Mostefa Ben Naceur, Rostom Kachouri, Mohamed Akil, Rachida Saouli:
A New Online Class-Weighting Approach with Deep Neural Networks for Image Segmentation of Highly Unbalanced Glioblastoma Tumors. IWANN (2) 2019: 555-567 - [i5]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
- [j22]Yaroub Elloumi, Mohamed Akil, Nasser Kehtarnavaz:
A mobile computer aided system for optic nerve head detection. Comput. Methods Programs Biomed. 162: 139-148 (2018) - [j21]Mostefa Ben Naceur, Rachida Saouli, Mohamed Akil, Rostom Kachouri:
Fully Automatic Brain Tumor Segmentation using End-To-End Incremental Deep Neural Networks in MRI images. Comput. Methods Programs Biomed. 166: 39-49 (2018) - [j20]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) - [j19]Mahmoud Soua, Rostom Kachouri, Mohamed Akil:
GPU parallel implementation of the new hybrid binarization based on Kmeans method (HBK). J. Real Time Image Process. 14(2): 363-377 (2018) - 2017
- [j18]Imane Youkana, Jean Cousty, Rachida Saouli, Mohamed Akil:
Parallelization Strategy for Elementary Morphological Operators on Graphs: Distance-Based Algorithms and Implementation on Multicore Shared-Memory Architecture. J. Math. Imaging Vis. 59(1): 136-160 (2017) - [j17]Mohamed Akil, Mohamed Hédi Bedoui:
Special issue on real-time processing of medical images. J. Real Time Image Process. 13(1): 101-102 (2017) - [j16]Ramzi Mahmoudi, Mohamed Akil, Mohamed Hédi Bedoui:
Concurrent computation of topological watershed on shared memory parallel machines. Parallel Comput. 69: 78-97 (2017) - [j15]Nejmeddine Bahri, Thierry Grandpierre, Mohamed Ali Ben Ayed, Nouri Masmoudi, Mohamed Akil:
Embedded Real-Time H264/AVC High Definition Video Encoder on TI's KeyStone Multicore DSP. J. Signal Process. Syst. 86(1): 67-84 (2017) - [c47]Ali Isavudeen, Nicolas Ngan, Eva Dokládalová, Mohamed Akil:
Highly Scalable Monitoring System on Chip for Multi-Stream Auto-Adaptable Vision System. RACS 2017: 249-254 - 2016
- [j14]Nejmeddine Bahri, Nidhameddine Belhadj, Thierry Grandpierre, Mohamed Ali Ben Ayed, Nouri Masmoudi, Mohamed Akil:
Real-time H264/AVC encoder based on enhanced frame level parallelism for smart multicore DSP camera. J. Real Time Image Process. 12(4): 791-812 (2016) - [c46]Takwa Chihaoui, Hejer Jlassi, Rostom Kachouri, Kamel Hamrouni, Mohamed Akil:
Personal verification system based on retina and SURF descriptors. SSD 2016: 280-286 - [c45]Rostom Kachouri, Mahmoud Soua, Mohamed Akil:
Unsupervised image segmentation based on local pixel clustering and low-level region merging. ATSIP 2016: 177-182 - [c44]Imane Youkana, Jean Cousty, Rachida Saouli, Mohamed Akil:
Parallelization Strategy for Elementary Morphological Operators on Graphs. DGCI 2016: 311-322 - [c43]Yosra Braham, Mohamed Akil, Mohamed Hédi Bedoui:
Parallel implementation of a watershed algorithm on shared memory multicore architecture. ICMV 2016: 1034119 - [c42]Ali Isavudeen, Nicolas Ngan, Eva Dokládalová, Mohamed Akil:
Auto-adaptive multi-sensor architecture. ISCAS 2016: 2198-2201 - [i4]Ramzi Mahmoudi, Mohamed Akil:
Enhanced computation method of topological smoothing on shared memory parallel machines. CoRR abs/1603.09176 (2016) - [i3]Ramzi Mahmoudi, Mohamed Akil, Petr Matas:
Parallel image thinning through topological operators on shared memory parallel machines. CoRR abs/1603.09180 (2016) - [i2]Ramzi Mahmoudi, Mohamed Akil:
Real-time topological image smoothing on shared memory parallel machines. CoRR abs/1603.09337 (2016) - 2015
- [j13]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) - [j12]Jan Bartovsky, Petr Dokládal, Eva Dokládalová, Michel Bilodeau, Mohamed Akil:
Real-time implementation of morphological filters with polygonal structuring elements. J. Real Time Image Process. 10(1): 175-187 (2015) - [c41]Rostom Kachouri, Christian Medina Armas, Mohamed Akil:
Gamma correction acceleration for real-time text extraction from complex colored images. ICIP 2015: 527-531 - [c40]Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui:
WCET nested-loop minimization in terms of instruction-level-parallelism. HPCS 2015: 386-393 - [c39]Takwa Chihaoui, Rostom Kachouri, Hejer Jelassi, Mohamed Akil, Kamel Hamrouni:
Human identification system based on the detection of optical Disc Ring in retinal images. IPTA 2015: 263-267 - [c38]Mahmoud Soua, Rostom Kachouri, Mohamed Akil:
Efficient multiscale and multifont optical character recognition system based on robust feature description. IPTA 2015: 575-580 - [c37]Mahmoud Soua, Rostom Kachouri, Mohamed Akil:
Improved Hybrid Binarization based on Kmeans for Heterogeneous document processing. ISPA 2015: 210-215 - [c36]Ali Isavudeen, Eva Dokládalová, Nicolas Ngan, Mohamed Akil:
Self-Adaptive Architecture for Multi-Sensor Embedded Vision System. MEMICS 2015: 67-78 - [c35]Rostom Kachouri, Mohamed Akil:
Hardware design to accelerate PNG encoder for binary mask compression on FPGA. Real-Time Image and Video Processing 2015: 940003 - 2014
- [j11]Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Mohamed Boubaker, Mohamed Akil, Mohamed Hedi Bedoui:
Integration of Optimization Approach Based on Multiple Wordlength Operation Grouping in the AAA Methodology for Real-Time Systems: LVQ Implementation. Int. J. Embed. Real Time Commun. Syst. 5(1): 37-60 (2014) - [c34]Oussama Feki, Thierry Grandpierre, Mohamed Akil, Nouri Masmoudi:
Automatic Hardware/Software interface generation for SynDEx-mixte. ATSIP 2014: 512-516 - [c33]Mahmoud Soua, Rostom Kachouri, Mohamed Akil:
A new hybrid binarization method based on Kmeans. ISCCSP 2014: 118-123 - 2013
- [c32]Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi:
Execution Time and Code Size Optimization Using Multidimensional Retiming and Loop Striping. DSD 2013: 462-466 - 2012
- [j10]Mohamed Akil, Laurent Perroton:
Special issue (part III) on parallel computing for real-time image processing. J. Real Time Image Process. 7(3): 143-144 (2012) - [j9]Mohamed Akil, Thierry Grandpierre, Laurent Perroton:
Real-time dynamic tone-mapping operator on GPU. J. Real Time Image Process. 7(3): 165-172 (2012) - [c31]Yaroub Elloumi, Mohamed Akil, Mohamed Bedoui Hedi:
Execution Time Optimization Using Delayed Multidimensional Retiming. DS-RT 2012: 177-184 - [c30]Jan Bartovsky, Eva Dokládalová, Petr Dokládal, Mohamed Akil:
Efficient FPGA architecture for oriented 1-D opening and pattern spectrum. ICIP 2012: 1689-1692 - [c29]Nicolas Ngan, Eva Dokládalová, Mohamed Akil:
Dynamically adaptable NoC router architecture for multiple pixel streams applications. ISCAS 2012: 1006-1009 - [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) - 2011
- [j8]Ramzi Mahmoudi, Mohamed Akil:
Enhanced computation method of topological smoothing on shared memory parallel machines. EURASIP J. Image Video Process. 2011: 16 (2011) - [j7]Mohamed Akil, Laurent Perroton:
Special issue on parallel computing for real-time image processing. J. Real Time Image Process. 6(1): 1-2 (2011) - [j6]Mohamed Akil, Laurent Perroton:
Special issue (part II) on parallel computing for real-time image processing. J. Real Time Image Process. 6(3): 143-144 (2011) - [j5]Nicolas Ngan, Eva Dokládalová, Mohamed Akil, François Contou-Carrère:
Fast and efficient FPGA implementation of connected operators. J. Syst. Archit. 57(8): 778-789 (2011) - [c28]Jan Bartovsky, D. Schneider, Eva Dokládalová, Petr Dokládal, Vjaceslav Georgiev, Mohamed Akil:
Morphological classification of particles recorded by the Timepix detector. ISPA 2011: 343-348 - [c27]Ramzi Mahmoudi, Mohamed Akil:
Real-time topological image smoothing on shared memory parallel machines. Real-Time Image and Video Processing 2011: 787109 - 2010
- [j4]Mohamed Boubaker, Mohamed Akil, Khaled Ben Khalifa, Thierry Grandpierre, Mohamed Bedoui Hedi:
Implementation of an LVQ neural network with a variable size: algorithmic specification, architectural exploration and optimized implementation on FPGA devices. Neural Comput. Appl. 19(2): 283-297 (2010) - [c26]Petr Matas, Eva Dokládalová, Mohamed Akil, Vjaceslav Georgiev, Martin Poupa:
Parallel Hardware Implementation of Connected Component Tree Computation. FPL 2010: 64-69 - [c25]Nicolas Ngan, Geoffroy Marpeaux, Eva Dokládalová, Mohamed Akil, François Contou-Carrère:
Memory System for a Dynamically Adaptable Pixel Stream Architecture. FPL 2010: 199-204 - [c24]Yaroub Elloumi, Mohamed Akil, Thierry Grandpierre, Mohamed Bedoui Hedi:
Latency and power optimization in AAA methodology for integrated circuits. ICECS 2010: 639-642 - [c23]Nicolas Ngan, Eva Dokládalová, Mohamed Akil, François Contou-Carrère:
Dynamically adaptable architecture for real-time video processing. ISCAS 2010: 4125-4128
2000 – 2009
- 2009
- [c22]Hugues Talbot, Harold Phelippeau, Mohamed Akil, Stefan Bara:
Efficient Poisson denoising for photography. ICIP 2009: 3881-3884 - [c21]Harold Phelippeau, Mohamed Akil, Breno Dias Rodrigues, Hugues Talbot, Stefan Bara:
Bayer bilateral denoising on TriMedia3270. Real-Time Image and Video Processing 2009: 72440A - [c20]Ramzi Mahmoudi, Mohamed Akil:
Image segmentation based upon topological operators: real-time implementation case study. Real-Time Image and Video Processing 2009: 724403 - 2008
- [j3]Mohamed Akil:
Special issue on reconfigurable architecture for real-time image processing. J. Real Time Image Process. 3(3): 117-118 (2008) - [c19]Petr Matas, Eva Dokládalová, Mohamed Akil, Thierry Grandpierre, Laurent Najman, Martin Poupa, Vjaceslav Georgiev:
Parallel Algorithm for Concurrent Computation of Connected Component Tree. ACIVS 2008: 230-241 - 2007
- [c18]Pierre Niang, Thierry Grandpierre, Mohamed Akil:
Implementing Real-Time Algorithms by using the AAA Prototyping Methodology. IESS 2007: 27-36 - 2006
- [j2]Mohamed Akil, Laurent Perroton, Thierry Grandpierre:
FPGA-based architecture for hardware compression/decompression of wide format images. J. Real Time Image Process. 1(2): 163-170 (2006) - [c17]Benoît Kaufmann, Mohamed Akil:
3D Images Compression for Multi-View Auto-Stereoscopic Displays. CGIV 2006: 128-136 - [c16]Mohamed Akil, Pierre Niang, Thierry Grandpierre:
A rapid prototyping methodology to implement and optimize image processing algorithms for FPGAs. Real-Time Image Processing 2006: 60630H - [c15]Benoît Kaufmann, Mohamed Akil:
Real-time hardware for a new 3D display. Real-Time Image Processing 2006: 60630G - 2004
- [j1]Linda Kaouane, Mohamed Akil, Thierry Grandpierre, Yves Sorel:
A Methodology to Implement Real-Time Applications onto Reconfigurable Circuits. J. Supercomput. 30(3): 283-301 (2004) - [c14]Cédric Sibade, Stephane Barizien, Mohamed Akil, Laurent Perroton:
Evaluation of raster image compression in the context of large-format document processing. Color Imaging: Processing, Hardcopy, and Applications 2004: 81-90 - [c13]Cédric Sibade, Stephane Barizien, Mohamed Akil, Laurent Perroton:
Halftoning processing on a JPEG-compressed image. Color Imaging: Processing, Hardcopy, and Applications 2004: 381-392 - [c12]Pierre Niang, Thierry Grandpierre, Mohamed Akil, Yves Sorel:
AAA and SynDEx-Ic: A Methodology and a Software Framework for the Implementation of Real-Time Applications onto Reconfigurable Circuits. FPL 2004: 1119-1123 - 2003
- [c11]Linda Kaouane, Mohamed Akil, Thierry Grandpierre, Yves Sorel:
A Methodology to Implement Real-Time Applications on Reconfigurable Circuits. Engineering of Reconfigurable Systems and Algorithms 2003: 188-200 - [c10]Linda Kaouane, Mohamed Akil, Yves Sorel, Thierry Grandpierre:
From Algorithm Graph Specification to Automatic Synthesis of FPGA Circuit: A Seamless Flow of Graphs Transformations. FPL 2003: 934-943
1990 – 1999
- 1998
- [c9]Mohamed Akil, Shahram Zahirazami:
Multi FPGA processor for gray-scale morphology. EUSIPCO 1998: 1-4 - 1996
- [c8]A. Dehili, Mohamed Akil, Eric Dujardin, S. Zahirzami, K. Hamard:
Parallel Hough transform on hyper-pyramid architecture: a divide and conquer approach. ICIP (2) 1996: 125-128 - [c7]A. Dehili, Mohamed Akil, Eric Dujardin, S. Zahirzami, K. Hamard:
Parallel Hough transform on a hierarchical structure. ICPR 1996: 522-526 - 1994
- [c6]René Natowicz, Marcelo Alves de Barros, Mohamed Akil, Fabrizio Bosio:
Real Time Segmentation of Image Sequences by Self-Organizing Feature Map: Method and Reconfigurable Architecture. Applications in Parallel and Distributed Computing 1994: 267-276 - [c5]Mohamed Akil, Marcelo Alves de Barros:
Implementation and Performance Evaluation of an Image Pre-Processing Chain on FPGA. FPL 1994: 332-334 - [c4]Marcelo Alves de Barros, Mohamed Akil:
Low level image processing operators on FPGA: implementation examples and performance evaluation. ICPR (3) 1994: 262-267 - 1992
- [c3]Mohamed Akil, Nizar Zarka:
VLSI Optimal Edge Detection Chip: Canny-Deriche Filter. MVA 1992: 55-58 - [c2]Mohamed Akil, Eric Dujardin:
A 'Hyper-Pyramid' Architecture for Massively Parallel Image Processing. MVA 1992: 483-486
1980 – 1989
- 1988
- [c1]Mohamed Akil:
Implementation and Evaluation of Algorithms for Image Processing by Means of Transputer Network. MVA 1988: 32-34
Coauthor Index
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