Farhat Fnaiech

发表

A novel automatic diagnostic approach based on nystagmus feature selection and neural network classification

Amine Ben Slama, Aymen Mouelhi, Hanene Sahli, 2016, IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society.

A new fuzzy segmentation approach based on S-FCM type 2 using LBP-GCO features

Mounir Sayadi, Farhat Fnaiech, Lotfi Tlig, 2012, Signal Process. Image Commun..

Finger verification Using SVD features

Mounir Sayadi, Farhat Fnaiech, Ala Balti, 2013, 2013 9th International Conference on Information Assurance and Security (IAS).

An LMS adaptive second-order Volterra filter with a zeroth-order term: steady-state performance analysis in a time-varying environment

Mohamed Najim, Mounir Sayadi, Farhat Fnaiech, 1999, IEEE Trans. Signal Process..

Linear control design for a current-injection-based three-phase unity-power-factor rectifier

Hadi Youssef Kanaan, Farhat Fnaiech, Kamal Al-Haddad, 2004, IEEE Transactions on Industrial Electronics.

A developed unsharp masking method for images contrast enhancement

Mounir Sayadi, Farhat Fnaiech, Ahmed Zaafouri, 2011, Eighth International Multi-Conference on Systems, Signals & Devices.

An Efficient DSP-FPGA-Based Real-Time Implementation Method of SVM Algorithms for an Indirect Matrix Converter

Farhat Fnaiech, Kamal Al-Haddad, Handy Fortin-Blanchette, 2011, IEEE Transactions on Industrial Electronics.

Modelling and control of three-phase/switch/level fixed-frequency PWM rectifier: state-space averaged model

Farhat Fnaiech, Kamal Al-Haddad, Hadi Y. Kanaan, 2005 .

Application of feature reduction techniques for automatic bearing degradation assessment

Brigitte Chebel-Morello, Aymen Mouelhi, Farhat Fnaiech, 2014, 2014 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM).

AI tools in medical image analysis: efficacy of ANN for oestrogen receptor status assessment in immunohistochemical staining of breast cancer

Mounir Sayadi, Farhat Fnaiech, Mohamed Ali Cherni, 2013 .

Intelligent Control Wheelchair Using a New Visual Joystick

Farhat Fnaiech, Yassine Rabhi, Makrem Mrabet, 2018, Journal of healthcare engineering.

Using granulometry and watershed for breast tumor cells segmentation

Mounir Sayadi, Farhat Fnaiech, Mohamed Ali Cherni, 2009, 2009 3rd International Conference on Signals, Circuits and Systems (SCS).

Détection de la fumée et du feu par réseau de neurones convolutifs

Farhat Fnaiech, Eric Moreau, Jean-Marc Ginoux, 2017, APIA.

A Fuzzy Segmentation Approach for Images Application

Mounir Sayadi, Farhat Fnaiech, Lotfi Tlig, 2009 .

A new non-linear exponential 2-D adaptive filter and its application in texture characterization

Mohamed Cheriet, Mounir Sayadi, Farhat Fnaiech, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Feedback Linearization Control of an H-Bridge Multi Level Inverter

Farhat Fnaiech, Mahir Dursun, Habib Rehaoulia, 2016 .

The use of spectral kurtosis as a trend parameter for bearing faults diagnosis

Farhat Fnaiech, Jaouher Ben Ali, Lotfi Saidi, 2014, 2014 15th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA).

Author's Personal Copy Biomedical Signal Processing and Control Automatic Image Segmentation of Nuclear Stained Breast Tissue Sections Using Color Active Contour Model and an Improved Watershed Method

Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, 2022 .

Early smoke detection of forest wildfire video using deep belief network

Mounir Sayadi, Farhat Fnaiech, Eric Moreau, 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

New nonlinear control of three-phase NPC boost rectifier operating under severe disturbances

Farhat Fnaiech, Kamal Al-Haddad, Louis-A. Dessaint, 2003, Math. Comput. Simul..

Output voltage quality analysis of three-phase multilevel inverters

Farhat Fnaiech, Habib Rehaoulia, Abir Rehaoulia, 2017 .

A feedforward neural network wheelchair driving joystick

Farhat Fnaiech, Philippe Gorce, Yassine Rabhi, 2013, 2013 International Conference on Electrical Engineering and Software Applications.

Evaluation of the feedforward neural network covariance matrix error

Mohamed Najim, Farhat Fnaiech, Sabeur Abid, 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

Automated nuclei segmentation approach based on mathematical morphology for cancer scoring in breast tissue images

Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, 2016, Int. Arab J. Inf. Technol..

A new automatic image analysis method for assessing estrogen receptors' status in breast tissue specimens

Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, 2013, Comput. Biol. Medicine.

The use of nonlinear future reduction techniques as a trend parameter for state of health estimation of lithium-ion batteries

Brigitte Chebel-Morello, Farhat Fnaiech, Jaouher Ben Ali, 2015, 2015 16th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA).

A facial expression controlled wheelchair for people with disabilities

Farhat Fnaiech, Yassine Rabhi, Makrem Mrabet, 2018, Comput. Methods Programs Biomed..

Colour Image Segmentation Using Homogeneity Method and Data Fusion Techniques

Eric Brassart, Mounir Sayadi, Farhat Fnaiech, 2010, EURASIP J. Adv. Signal Process..

Convolutional neural network for video fire and smoke detection

Farhat Fnaiech, Eric Moreau, Jean-Marc Ginoux, 2016, IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society.

Technical Program Overview

Farhat Fnaiech, Moncef Gabbouj, 2004 .

Real-time classification of EEG signals implemented on DSPIC for the diagnosis of epilepsy

Mounir Sayadi, Farhat Fnaiech, Hana Rmili, 2017, 2017 International Conference on Smart, Monitored and Controlled Cities (SM2C).

A novel neural network approach for image edge detection

Farhat Fnaiech, Sabeur Abid, Ezzeddine Ben Braiek, 2013, 2013 International Conference on Electrical Engineering and Software Applications.

A new Neural Network pruning method based on the singular value decomposition and the weight initialisation

Mohamed Najim, Farhat Fnaiech, Sabeur Abid, 2002, 2002 11th European Signal Processing Conference.

Multichannel linear and quadratic adaptive filtering based on the Chandrasekhar fast algorithm

Mohamed Najim, Mounir Sayadi, Farhat Fnaiech, 1999, IEEE Trans. Signal Process..

Identification of early-stage Alzheimer's disease using SFAM neural network

Farhat Fnaiech, Cristin Bigan, Mircea Besleaga, 2014, Neurocomputing.

Fingerprint characterization using SVD features

Mounir Sayadi, Farhat Fnaiech, Ala Balti, 2014, International Image Processing, Applications and Systems Conference.

A hybrid controller for PWM active rectifiers based LCL filters

Farhat Fnaiech, Mahmoud Hamouda, Amira Marzouki, 2015 .

A New Method for the Estimation of Mass Functions in the Dempster–Shafer’s Evidence Theory: Application to Colour Image Segmentation

Eric Brassart, Mounir Sayadi, Farhat Fnaiech, 2011, Circuits Syst. Signal Process..

Modified PWM with a new indirect current control technique applied to a single-phase shunt active power filter

Farhat Fnaiech, Kamal Al-Haddad, Salem Rahmani, 2006, Canadian Journal of Electrical and Computer Engineering.

A new preprocessing parameter estimation based on geodesic active contour model for automatic vestibular neuritis diagnosis

Amine Ben Slama, Aymen Mouelhi, Hanene Sahli, 2017, Artif. Intell. Medicine.

Multilevel Inverters Power Topologies and Voltage Quality: A Literature Review

Farhat Fnaiech, Habib Rehaoulia, Abir Rehaoulia, 2016 .

A new feedforward neural network hidden layer neuron pruning algorithm

Mohamed Najim, Farhat Fnaiech, Nader Fnaiech, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

Artificial neural network for blood glucose level prediction

Farhat Fnaiech, Eric Moreau, Jean-Marc Ginoux, 2017, 2017 International Conference on Smart, Monitored and Controlled Cities (SM2C).

Importance of the fourth and fifth intrinsic mode functions for bearing fault diagnosis

Noureddine Zerhouni, Mounir Sayadi, Farhat Fnaiech, 2013, 14th International Conference on Sciences and Techniques of Automatic Control & Computer Engineering - STA'2013.

Application of higher order spectral features and support vector machines for bearing faults classification.

Farhat Fnaiech, Jaouher Ben Ali, Lotfi Saidi, 2015, ISA transactions.

A Suitable Initialization Procedure for Speeding a Neural Network Job-Shop Scheduling

Farhat Fnaiech, Nader Fnaiech, Amel Yahyaoui, 2011, IEEE Transactions on Industrial Electronics.

Fuzzy Logic and Sliding-Mode Controls Applied to Six-Phase Induction Machine With Open Phases

Gérard-André Capolino, Farhat Fnaiech, Franck Betin, 2010, IEEE Transactions on Industrial Electronics.

Nonlinear control technique to enhance dynamic performance of a shunt active power filter

Farhat Fnaiech, Kamal Al-Haddad, Louis-A. Dessaint, 2003 .

Fabric Defect Detection Using Local Homogeneity Analysis and Neural Network

Farhat Fnaiech, Ali Rebhi, Issam Benmhammed, 2015 .

Bi-spectrum based-EMD applied to the non-stationary vibration signals for bearing faults diagnosis

Farhat Fnaiech, Jaouher Ben Ali, Jaouher Ben Ali, 2014, 2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR).

A new efficient quadratic filter based on the Chen's LMS linear algorithm and its performance analysis

Mohamed Najim, Mounir Sayadi, Farhat Fnaiech, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Skin lesion segmentation using the D-S evidence theory based on the FCM using feature parameters

Mounir Sayadi, Farhat Fnaiech, Lotfi Tlig, 2015, 2015 IEEE 12th International Multi-Conference on Systems, Signals & Devices (SSD15).

Nonlinear control of three-phase active rectifiers based L and LCL filters

Farhat Fnaiech, Mahmoud Hamouda, Amira Marzouki, 2013, 2013 International Conference on Electrical Engineering and Software Applications.

A new two-dimensional fast adaptive filter based on the Chandrasekhar algorithm

Mohamed Najim, Mounir Sayadi, Farhat Fnaiech, 2002, 2002 11th European Signal Processing Conference.

Blind identification of quadratic systems under i.i.d. excitation using genetic algorithms

Farhat Fnaiech, Sabeur Abid, Imen Cherif, 2005, Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005..

A fuzzy logic controller method for compensating reactive power energy in a three phase active power filtering

Farhat Fnaiech, Kamal Al Haddad, A. Sahbani, 2005 .

Fabric defect localization using line variances of the local homogeneity images

Farhat Fnaiech, Sabeur Abid, Ali Rebhi, 2015, Comput. Syst. Sci. Eng..

Application of empirical mode decomposition and artificial neural network for automatic bearing fault diagnosis based on vibration signals

Brigitte Chebel-Morello, Farhat Fnaiech, Jaouher Ben Ali, 2015 .

An enhanced approach for vestibular disorder assessment

Aymen Mouelhi, Sondes Manoubi, Mounir Sayadi, 2018, 2018 IEEE 4th Middle East Conference on Biomedical Engineering (MECBME).

A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm

Mohamed Najim, Farhat Fnaiech, Sabeur Abid, 2001, IEEE Trans. Neural Networks.

The Combined Statistical Stepwise and Iterative Neural Network Pruning Algorithm

Mohamed Cheriet, Farhat Fnaiech, Barrie W. Jervis, 2009, Intell. Autom. Soft Comput..

Fabric defect detection using local homogeneity and morphological image processing

Farhat Fnaiech, S. Abid, Ali Rebhi, 2016, 2016 International Image Processing, Applications and Systems (IPAS).

Intelligent joystick for controlling power wheelchair navigation

Farhat Fnaiech, Philippe Gorce, Yassine Rabhi, 2013, 3rd International Conference on Systems and Control.

A new enhanced feature extraction strategy for bearing Remaining Useful Life estimation

Brigitte Chebel-Morello, Farhat Fnaiech, Jaouher Ben Ali, 2014, 2014 15th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA).

Mixed Integer Linear Programming for delivery planning in Joint Replenishment Problems

Jean-Claude Hennet, Farhat Fnaiech, Mouna Rahmouni, 2013, 2013 International Conference on Control, Decision and Information Technologies (CoDIT).

Color edges extraction using statistical features and automatic threshold technique: application to the breast cancer cells

Farhat Fnaiech, Salim Ben Chaabane, 2014, Biomedical engineering online.

Small-signal perturbation technique used for DSP-based identification of a three-phase three-level boost-type Vienna rectifier

Farhat Fnaiech, Kamal Al-Haddad, Hadi Y. Kanaan, 2007 .

Nonlinear System Identification with a Real–Coded Genetic Algorithm (RCGA)

Farhat Fnaiech, Imen Cherif, F. Fnaiech, 2015, Int. J. Appl. Math. Comput. Sci..

Texture defect detection method based on H-image and Hotteling model T2

Farhat Fnaiech, S. Abid, Ali Rebhi, 2014, 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

A Genetic Approach for Linear-Quadratic Channel Identification With Usual Communication Inputs

Farhat Fnaiech, Sabeur Abid, Imen Cherif, 2007, 2007 International Joint Conference on Neural Networks.

Video smoke detection review: State of the art of smoke detection in visible and IR range

Farhat Fnaiech, Eric Moreau, Moez Bouchouicha, 2017, 2017 International Conference on Smart, Monitored and Controlled Cities (SM2C).

A DSP-Based Implementation of a Nonlinear Optimal Predictive Control for Induction Machine

Farhat Fnaiech, Franck Betin, G. A. Capolino, 2006, IECON 2006 - 32nd Annual Conference on IEEE Industrial Electronics.

A DSP-based implementation of a new nonlinear control for a three-phase neutral point clamped boost rectifier prototype

Farhat Fnaiech, Kamal Al-Haddad, Louis-A. Dessaint, 2005, IEEE Transactions on Industrial Electronics.

Linear and Nonlinear Control Techniques for a Three-Phase Three-Level NPC Boost Rectifier

Farhat Fnaiech, Kamal Al-Haddad, Louis-A. Dessaint, 2006, IEEE Transactions on Industrial Electronics.

Estimation of blood glucose levels techniques

Farhat Fnaiech, Eric Moreau, Takoua Hamdi, 2017, 2017 International Conference on Smart, Monitored and Controlled Cities (SM2C).

Supervised Neural Network and minimum distance features between singularities for fingerprint verification

Mounir Sayadi, Farhat Fnaiech, Ala Balti, 2013, 10th International Multi-Conferences on Systems, Signals & Devices 2013 (SSD13).

Grinding Forces Prediction Based Upon Experimental Design and Neural Network Models

Farhat Fnaiech, Nabil Ben Fredj, Ridha Amamou, 2005, ANNIIP.

A Vision Approach for Expiry Date Recognition using Stretched Gabor Features

Mounir Sayadi, Farhat Fnaiech, Ahmed Zaafouri, 2015, Int. Arab J. Inf. Technol..

Improved modular UAV autopilot simulator for Pinguin BE aircraft

Mounir Sayadi, Farhat Fnaiech, Ali Bhar, 2017, 2017 International Conference on Control, Automation and Diagnosis (ICCAD).

A novel morphological segmentation method for evaluating estrogen receptors' status in breast tissue images

Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, 2014, 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Expert system for the decision on the ability to drive power wheelchair based on fuzzy logic

Farhat Fnaiech, Philippe Gorce, Makrem Mrabet, 2013, 2013 International Conference on Electrical Engineering and Software Applications.

A study on the effects of the neutral inductor on the modeling and performance of a four-wire three-phase/switch/level fixed-frequency rectifier

Hadi Youssef Kanaan, Farhat Fnaiech, Kamal Al-Haddad, 2006, Math. Comput. Simul..

Bi-spectrum based-EMD applied to the non-stationary vibration signals for bearing faults diagnosis

Brigitte Chebel-Morello, Farhat Fnaiech, Jaouher Ben Ali, 2014, SoCPaR.

A supervised segmentation scheme based on multilayer neural network and color active contour model for breast cancer nuclei detection

Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, 2013, 2013 International Conference on Electrical Engineering and Software Applications.

A review of PWM voltage source converters based industrial applications

Farhat Fnaiech, Mahmoud Hamouda, Amira Marzouki, 2015, 2015 International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles (ESARS).

A new fast neural network training algorithm based on a modified standard backpropagation (MBP) criterion minimization

Mohamed Najim, Farhat Fnaiech, Sabeur Abid, 1999, NSIP.

A new method for expiration code detection and recognition using gabor features based collaborative representation

Farhat Fnaiech, Wu Wei, Mounir Sayadi, 2015, Adv. Eng. Informatics.

Weld defect detection using a modified anisotropic diffusion model

Farhat Fnaiech, Sabeur Abid, Issam Ben Mhammed, 2012, EURASIP J. Adv. Signal Process..

Implementation and Simulation of a Modified PWM with Two Current Control Techniques Applied To A Single-Phase Shunt Hybrid Power Filter

Farhat Fnaiech, Kamal Al-Haddad, Hadi Y. Kanaan, 2005 .

Application of higher order spectral analysis for rotor broken bar detection in induction machines

Giansalvo Cirrincione, Humberto Henao, Farhat Fnaiech, 2011, 8th IEEE Symposium on Diagnostics for Electrical Machines, Power Electronics & Drives.

Image Watermarking Based on the Hessenberg Transform

Mohamed Cheriet, Mounir Sayadi, Farhat Fnaiech, 2009, Int. J. Image Graph..

Segmentation and enhancement of fingerprint images using K-means, fuzzy C-mean algorithm and statistical features

Mounir Sayadi, Farhat Fnaiech, Ala Balti, 2011, 2011 International Conference on Communications, Computing and Control Applications (CCCA).

A real-time emotion recognition system for disabled persons

Mounir Sayadi, Farhat Fnaiech, Yassine Rabhi, 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Neural evaluation of texture synthesis results

Mounir Sayadi, Farhat Fnaiech, Kais Rouis, 2013, 2013 International Conference on Electrical Engineering and Software Applications.

Direct Remaining Useful Life Estimation Based on Support Vector Regression

Brigitte Chebel-Morello, Noureddine Zerhouni, Farhat Fnaiech, 2017, IEEE Transactions on Industrial Electronics.

Accelerating the Multilayer Perceptron Learning with the Davidon Fletcher Powell Algorithm

Aymen Mouelhi, Farhat Fnaiech, Sabeur Abid, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Adaptive recursive higher order polynomial filter

Mohamed Najim, Mounir Sayadi, Farhat Fnaiech, 1999, NSIP.

Glycemic evolution of type 1 diabetic patients is a chaotic phenomenon

Farhat Fnaiech, Eric Moreau, Jean-Marc Ginoux, 2016, IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society.

Sensorless nonlinear control for a three-phase PWM AC-DC converter

Farhat Fnaiech, Mahmoud Hamouda, Amira Marzouki, 2010, 2010 IEEE International Symposium on Industrial Electronics.

Input-output feedback linearization control of a Cascaded H-bridge multilevel inverter

Farhat Fnaiech, Mahmoud Hamouda, Abir Rehaoulia, 2013, 2013 International Conference on Electrical Engineering and Software Applications.

Development of a New Intelligent Joystick for People with Reduced Mobility

Farhat Fnaiech, Yassine Rabhi, Makrem Mrabet, 2018, Applied bionics and biomechanics.

Skin disease analysis and tracking based on image segmentation

Mounir Sayadi, Farhat Fnaiech, Lotfi Tlig, 2013, 2013 International Conference on Electrical Engineering and Software Applications.

Steady-state performance analysis of the LMS adaptive time-varying second order Volterra filter

Mohamed Najim, Mounir Sayadi, Farhat Fnaiech, 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

Improved method for grinding force prediction based on neural network

Farhat Fnaiech, Ridha Amamou, Nabil Ben Fredj, 2008 .

Edge detection using wavelet transform and Neural Networks

Farhat Fnaiech, Sabeur Abid, F. Fnaiech, 2013 .

Color image segmentation using the Dempster-Shafer evidence theory for the fusion of uncertain information sources

Eric Brassart, Mounir Sayadi, Farhat Fnaiech, 2009 .

Experiences in renewable energy and energy efficiency in Tunisia: Case study of a developing country

Farhat Fnaiech, Lotfi Saidi, F. Fnaiech, 2014 .

Gray-level Texture Characterization Based on a New Adaptive Nonlinear Auto-Regressive Filter

Mohamed Cheriet, Mounir Sayadi, Farhat Fnaiech, 2008 .

A new blind image watermarking method based on shur transformation

Mounir Sayadi, Farhat Fnaiech, Hassen Seddik, 2009, 2009 35th Annual Conference of IEEE Industrial Electronics.

Relevance of the Dempster-Shafer evidence theory for image segmentation

Eric Brassart, Mounir Sayadi, Farhat Fnaiech, 2009, 2009 3rd International Conference on Signals, Circuits and Systems (SCS).

Linear feature selection and classification using PNN and SFAM neural networks for a nearly online diagnosis of bearing naturally progressing degradations

Brigitte Chebel-Morello, Aymen Mouelhi, Farhat Fnaiech, 2015, Eng. Appl. Artif. Intell..

A new low-frequency state model of a three-phase three-switch three-level fixed-frequency PWM rectifier

Farhat Fnaiech, Kamal Al-Haddad, Hadi Y. Kanaan, 2001 .