Mohamed Bedoui Hedi

According to our database1, Mohamed Bedoui Hedi authored at least 74 papers between 2005 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Clinical-Guided Strategy Towards a Spatio-Temporal Cardiac MRI Right Ventricular Short-Axis (ST-CMRI-RVSA) Labeled Dataset.
SN Comput. Sci., 2022

Correction to: Innovative deep learning models for EEG-based vigilance detection.
Neural Comput. Appl., 2022

Automated method for real-time AMD screening of fundus images dedicated for mobile devices.
Medical Biol. Eng. Comput., 2022

Hybrid Multi-Channel EEG Filtering Method for Ocular and Muscular Artifact Removal Based on the 3D Spline Interpolation Technique.
Comput. J., 2022

Notes on Fifth Dimension Modelling in Cardiovascular System Using Artificial Intelligence-Based Tools.
Proceedings of the Information Systems and Technologies, 2022

End-to-End Mobile System for Diabetic Retinopathy Screening Based on Lightweight Deep Neural Network.
Proceedings of the Advances in Intelligent Data Analysis XX, 2022

Automatic evaluation of 3D volume infection rates: Application to the Covid-19 context.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

DL segmentation and 3D assessment of hippocampal atrophy in mesial temporal lobe epilepsy.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

2021
Innovative deep learning models for EEG-based vigilance detection.
Neural Comput. Appl., 2021

Mobile-aided screening system for proliferative diabetic retinopathy.
Int. J. Imaging Syst. Technol., 2021

A review of approaches investigated for right ventricular segmentation using short-axis cardiac MRI.
IET Image Process., 2021

Fast and efficient retinal blood vessel segmentation method based on deep learning network.
Comput. Medical Imaging Graph., 2021

Comparison by multivariate auto-regressive method of seizure prediction for real patients and virtual patients.
Biomed. Signal Process. Control., 2021

U-Shaped Densely Connected Convolutions for Left Ventricle Segmentation from CMR Images.
Proceedings of the Computer Analysis of Images and Patterns, 2021

A Novel Deep Learning Model for COVID-19 Detection from Combined Heterogeneous X-ray and CT Chest Images.
Proceedings of the Artificial Intelligence in Medicine, 2021

A Novel Deep Learning Model for Knee Cartilage 3D Segmentation.
Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021

Slice-Level-Guided Convolutional Neural Networks to study the Right Ventricular Segmentation using MRI Short-Axis sequences.
Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021

2020
Parallel computation of Watershed Transform in weighted graphs on shared memory machines.
J. Real Time Image Process., 2020

Efficient graphical-processor-unit parallelization algorithm for computing Eigen values.
J. Electronic Imaging, 2020

New Hardware Architecture for Self-Organizing Map Used for Color Vector Quantization.
J. Circuits Syst. Comput., 2020

A Spatiotemporal exploration and 3D modeling of blood flow in healthy carotid artery bifurcation from two modalities: Ultrasound-Doppler and phase contrast MRI.
Comput. Biol. Medicine, 2020

Evaluation of LoRaWAN Class B efficiency for downlink traffic.
Proceedings of the 16th International Conference on Wireless and Mobile Computing, 2020

Fast and accurate mobile-aided screening system of moderate diabetic retinopathy.
Proceedings of the Thirteenth International Conference on Machine Vision, 2020

Scalable, dynamic and growing hardware self-organizing architecture for real-time vector quantization.
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

2019
A Survey and Taxonomy of FPGA-based Deep Learning Accelerators.
J. Syst. Archit., 2019

A Massively Parallel Implementation of a Modular Self-Organizing Map on FPGAs.
J. Circuits Syst. Comput., 2019

A Novel Hardware Systolic Architecture of a Self-Organizing Map Neural Network.
Comput. Intell. Neurosci., 2019

Intra and Inter Relationships between Biomedical Signals: A VAR Model Analysis.
Proceedings of the 23rd International Conference on Information Visualisation, 2019

A Multi-Application, Scalable and Adaptable Hardware SOM Architecture.
Proceedings of the International Joint Conference on Neural Networks, 2019

Impact of Enhancement for Coronary Artery Segmentation Based on Deep Learning Neural Network.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
LVQ neural network optimized implementation on FPGA devices with multiple-wordlength operations for real-time systems.
Neural Comput. Appl., 2018

A scalable and adaptable hardware NoC-based self organizing map.
Microprocess. Microsystems, 2018

A robust QRS complex detection using regular grammar and deterministic automata.
Biomed. Signal Process. Control., 2018

A Systolic Hardware Architecture of Self-Organizing Map.
Proceedings of the IEEE International Conference on Image Processing, 2018

Novel Parameters for ECG Signal Analysis Irrespective of Patient's Age, Sex and Heart Rate.
Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018

Parallel Implementation on GPU for EEG Artifact Rejection by Combining FastICA and TQWT.
Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

2017
Concurrent computation of topological watershed on shared memory parallel machines.
Parallel Comput., 2017

Special issue on real-time processing of medical images.
J. Real Time Image Process., 2017

Implementation of a low-power LVQ architecture on FPGA.
IET Circuits Devices Syst., 2017

Parallelism Hardware Computation for Artificial Neural Network.
Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2016
Three-dimensional interpolation methods to spatiotemporal EEG mapping during various behavioral states.
Signal Image Video Process., 2016

A coronary artery segmentation method based on multiscale analysis and region growing.
Comput. Medical Imaging Graph., 2016

A Scalable Flexible SOM NoC-Based Hardware Architecture.
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2016

A Coronary Artery Segmentation Method Based on Graph Cuts and MultiScale Analysis.
Proceedings of the Representations, Analysis and Recognition of Shape and Motion from Imaging Data, 2016

Parallel implementation of a watershed algorithm on shared memory multicore architecture.
Proceedings of the Ninth International Conference on Machine Vision, 2016

A hardware configurable self-organizing map for real-time color quantization.
Proceedings of the 2016 IEEE International Conference on Electronics, Circuits and Systems, 2016

Localisation of Epileptic Cerebral Activity Generators by 3D Spline Interpolation.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015
Spectral density variation mapping of cerebral waves by three-dimensional interpolation techniques.
Int. J. Imaging Syst. Technol., 2015

Execution time optimisation using delayed multidimensional retiming.
Int. J. High Perform. Syst. Archit., 2015

Local deformation analysis of the heart left ventricle using SPHARM descriptors and modified hotelling T2 metric.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Detection and segmentation of microcalcifications in digital mammograms using multifractal analysis.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

WCET nested-loop minimization in terms of instruction-level-parallelism.
Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

2014
Regional Curvature Analysis in the Left Ventricle of the Heart using Hotelling T2 Metric.
J. Comput., 2014

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., 2014

Scintigraphic image segmentation based on grammatical inference and spiral matrix.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Architecture multi-agents pyramidale et adaptative pour la segmentation des images volumiques (présentation courte).
Proceedings of the Principe de Parcimonie - JFSMA 14, 2014

Image processing on mobile devices: An overview.
Proceedings of the International Image Processing, 2014

EEG potential mapping by 3D interpolation methods.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

Local deformation analysis in the heart left ventricle using the regional volume evolution.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2013
Coronary Artery MultiScale Enhancement Methods: A Comparative Study.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Novel Technique for Image Segmentation Based on Grammar Parsing and Hilbert Transform.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Execution Time and Code Size Optimization Using Multidimensional Retiming and Loop Striping.
Proceedings of the 2013 Euromicro Conference on Digital System Design, 2013

2012
Power estimation model based on grouping components in field-programmable gate array circuit.
IET Circuits Devices Syst., 2012

Timing and Code Size Optimization on Achieving Full Parallelism in Uniform Nested Loops
CoRR, 2012

Analytical dynamic power model for LUT based components.
Proceedings of the 7th International Conference on Design & Technology of Integrated Systems in Nanoscale Era, 2012

Execution Time Optimization Using Delayed Multidimensional Retiming.
Proceedings of the 16th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2012

2011
Local fractal and multifractal features for volumic texture characterization.
Pattern Recognit., 2011

2010
A new uniform parameterization and invariant 3D spherical harmonic shape descriptors for shape analysis of the heart's left ventricle - A pilot study.
Pattern Recognit. Lett., 2010

Implementation of an LVQ neural network with a variable size: algorithmic specification, architectural exploration and optimized implementation on FPGA devices.
Neural Comput. Appl., 2010

Implementation of a novel LVQ neural network architecture on FPGA.
Int. J. Artif. Intell. Soft Comput., 2010

Hedi: Multi-width fixed-point coding based on reprogrammable hardware implementation of a multi-layer perceptron neural network for alertness classification.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Latency and power optimization in AAA methodology for integrated circuits.
Proceedings of the 17th IEEE International Conference on Electronics, 2010

2006
Supervised neuronal approaches for EEG signal classification: Experimental studies.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005
Neuronal Spectral Analysis of EEG and Expert Knowledge Integration for Automatic Classification of Sleep Stages
CoRR, 2005


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