Farhat Fnaiech

Publication Activity (10 Years)

Years Active: 1996-2020
Publications (10 Years): 16

Top Topics

Feature Selection And Classification

Emotion Recognition

Smoke Detection

Top Venues

Publications

Ryad Zemouri, Nabil Omri, Farhat Fnaiech, Noureddine Zerhouni, Nader Fnaiech
A new growing pruning deep learning neural network algorithm (GP-DLNN). Neural Comput. Appl. 32 (24) (2020)
Ali Bhar, Mounir Sayadi, Farhat Fnaiech
Modular Navigation Strategy for Autonomous Robot. SSD (2018)
Yassine Rabhi, Makrem Mrabet, Farhat Fnaiech, Mounir Sayadi
A real-time emotion recognition system for disabled persons. ATSIP (2018)
Yassine Rabhi, Makrem Mrabet, Farhat Fnaiech
A facial expression controlled wheelchair for people with disabilities. Comput. Methods Programs Biomed. 165 (2018)
Salma Habbachi, Mounir Sayadi, Farhat Fnaiech, Nasser Rezzoug, Philippe Gorce, Mohamed El Hachemi Benbouzid
Estimation of IMU orientation using linear Kalman Filter based on correntropy criterion. ICIT (2018)
Sofienne Srihi, Ala Balti, Farhat Fnaiech, Habib Hamam
Banking Security System Based on SVD Fingerprints and Cryptography Passwords. ICCAD (2018)
Rabeb Kaabi, Mounir Sayadi, Moez Bouchouicha, Farhat Fnaiech, Eric Moreau, Jean-Marc Ginoux
Early smoke detection of forest wildfire video using deep belief network. ATSIP (2018)
Sébastien Frizzi, Rabeb Kaabi, Moez Bouchouicha, Jean-Marc Ginoux, Farhat Fnaiech, Eric Moreau
Détection de la fumée et du feu par réseau de neurones convolutifs. APIA (2017)
Ali Bhar, Mounir Sayadi, Farhat Fnaiech
Improved modular UAV autopilot simulator for Pinguin BE aircraft. ICCAD (2017)
Amine Ben Slama, Aymen Mouelhi, Hanene Sahli, Sondes Manoubi, Chiraz Mbarek, Hedi Trabelsi, Farhat Fnaiech, Mounir Sayadi
A new preprocessing parameter estimation based on geodesic active contour model for automatic vestibular neuritis diagnosis. Artif. Intell. Medicine 80 (2017)
Racha Khelif, Brigitte Chebel-Morello, Simon Malinowski, Emna Laajili, Farhat Fnaiech, Noureddine Zerhouni
Direct Remaining Useful Life Estimation Based on Support Vector Regression. IEEE Trans. Ind. Electron. 64 (3) (2017)
Ali Rebhi, S. Abid, Farhat Fnaiech
Fabric defect detection using local homogeneity and morphological image processing. IPAS (2016)
Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, Karima Mrad
Automated nuclei segmentation approach based on mathematical morphology for cancer scoring in breast tissue images. Int. Arab J. Inf. Technol. 13 (6A) (2016)
Sébastien Frizzi, Rabeb Kaabi, Moez Bouchouicha, Jean-Marc Ginoux, Eric Moreau, Farhat Fnaiech
Convolutional neural network for video fire and smoke detection. IECON (2016)
Takoua Hamdi, Veronique Di Costanzo, Farhat Fnaiech, Eric Moreau, Roomila Naeck, Jean-Marc Ginoux
Glycemic evolution of type 1 diabetic patients is a chaotic phenomenon. IECON (2016)
Amine Ben Slama, Aymen Mouelhi, Hanene Sahli, Sondes Manoubi, Mamia Ben Salah, Mounir Sayadi, Hedi Trabelsi, Farhat Fnaiech
A novel automatic diagnostic approach based on nystagmus feature selection and neural network classification. IECON (2016)
Imen Cherif, Farhat Fnaiech
Nonlinear System Identification With A Real-Coded Genetic Algorithm (RCGA). Int. J. Appl. Math. Comput. Sci. 25 (4) (2015)
Jaouher Ben Ali, Lotfi Saidi, Aymen Mouelhi, Brigitte Chebel-Morello, Farhat Fnaiech
Linear feature selection and classification using PNN and SFAM neural networks for a nearly online diagnosis of bearing naturally progressing degradations. Eng. Appl. Artif. Intell. 42 (2015)
Ali Rebhi, Sabeur Abid, Farhat Fnaiech
Fabric defect localization using line variances of the local homogeneity images. Comput. Syst. Sci. Eng. 30 (4) (2015)
Ahmed Zaafouri, Mounir Sayadi, Farhat Fnaiech
A Vision Approach for Expiry Date Recognition using Stretched Gabor Features. Int. Arab J. Inf. Technol. 12 (5) (2015)
Olfa Trabelsi, Lotfi Tlig, Mounir Sayadi, Farhat Fnaiech
Skin lesion segmentation using the D-S evidence theory based on the FCM using feature parameters. SSD (2015)
Ahmed Zaafouri, Mounir Sayadi, Farhat Fnaiech, Omar M. Al-Jarrah, Wu Wei
A new method for expiration code detection and recognition using gabor features based collaborative representation. Adv. Eng. Informatics 29 (4) (2015)
Ala Balti, Mounir Sayadi, Farhat Fnaiech
Fingerprint characterization using SVD features. IPAS (2014)
Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech
A novel morphological segmentation method for evaluating estrogen receptors' status in breast tissue images. ATSIP (2014)
Ali Rebhi, S. Abid, Farhat Fnaiech
. ATSIP (2014)
Jaouher Ben Ali, Sabeur Abid, Barrie William Jervis, Farhat Fnaiech, Cristin Bigan, Mircea Besleaga
Identification of early-stage Alzheimer's disease using SFAM neural network. Neurocomputing 143 (2014)
Lotfi Saidi, Jaouher Ben Ali, Farhat Fnaiech, Brigitte Morello
Bi-spectrum based-EMD applied to the non-stationary vibration signals for bearing faults diagnosis. SoCPaR (2014)
Ala Balti, Mounir Sayadi, Farhat Fnaiech
Supervised Neural Network and minimum distance features between singularities for fingerprint verification. SSD (2013)
Ala Balti, Mounir Sayadi, Farhat Fnaiech
Finger verification Using SVD features. IAS (2013)
Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, Karima Mrad, Khaled Ben Romdhane
A new automatic image analysis method for assessing estrogen receptors' status in breast tissue specimens. Comput. Biol. Medicine 43 (12) (2013)
Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech, Karima Mrad, Khaled Ben Romdhane
Automatic image segmentation of nuclear stained breast tissue sections using color active contour model and an improved watershed method. Biomed. Signal Process. Control. 8 (5) (2013)
Lotfi Tlig, Mounir Sayadi, Farhat Fnaiech
A new fuzzy segmentation approach based on S-FCM type 2 using LBP-GCO features. Signal Process. Image Commun. 27 (6) (2012)
Issam Ben Mhammed, Sabeur Abid, Farhat Fnaiech
Weld defect detection using a modified anisotropic diffusion model. EURASIP J. Adv. Signal Process. 2012 (2012)
Lotfi Saidi, Farhat Fnaiech, Gérard-André Capolino, Humberto Henao
Stator current bi-spectrum patterns for induction machines multiple-faults detection. IECON (2012)
Mohamed Haddad, Salem Rahmani, Farhat Fnaiech, Kamal Al-Haddad
A Lyapunov-based current control strategy of three phase Shunt Active Power Filter for harmonic elimination, power-factor correction, and load unbalance compensation. IECON (2012)
Mohamed Hamdi, Mahmoud Hamouda, Farhat Fnaiech, Kamal Al-Haddad
Space vector pulse width modulation of multilevel inverters: A new method for selecting the appropriate small hexagon. IECON (2012)
Ala Balti, Mounir Sayadi, Farhat Fnaiech
Invariant and reduced features for Fingerprint Characterization. IECON (2012)
Nader Fnaiech, Hayfa Hammami, Amel Yahyaoui, Christophe Varnier, Farhat Fnaiech, Noureddine Zerhouni
New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance. IECON (2012)
Amel Yahyaoui, Nader Fnaiech, Farhat Fnaiech
A Suitable Initialization Procedure for Speeding a Neural Network Job-Shop Scheduling. IEEE Trans. Ind. Electron. 58 (3) (2011)
Salim Ben Chaabane, Mounir Sayadi, Farhat Fnaiech, Eric Brassart, Franck Betin
A New Method for the Estimation of Mass Functions in the Dempster-Shafer's Evidence Theory: Application to Colour Image Segmentation. Circuits Syst. Signal Process. 30 (1) (2011)
Mahmoud Hamouda, Handy Fortin-Blanchette, Kamal Al-Haddad, Farhat Fnaiech
An Efficient DSP-FPGA-Based Real-Time Implementation Method of SVM Algorithms for an Indirect Matrix Converter. IEEE Trans. Ind. Electron. 58 (11) (2011)
Salim Ben Chaabane, Mounir Sayadi, Farhat Fnaiech, Eric Brassart
Colour Image Segmentation Using Homogeneity Method and Data Fusion Techniques. EURASIP J. Adv. Signal Process. 2010 (2010)
Mohamed Amine Fnaiech, Franck Betin, Gérard-André Capolino, Farhat Fnaiech
Fuzzy Logic and Sliding-Mode Controls Applied to Six-Phase Induction Machine With Open Phases. IEEE Trans. Ind. Electron. 57 (1) (2010)
Hassen Seddik, Mounir Sayadi, Farhat Fnaiech, Mohamed Cheriet
Image Watermarking Based on the Hessenberg Transform. Int. J. Image Graph. 9 (3) (2009)
Nader Fnaiech, Farhat Fnaiech, Barrie W. Jervis, Mohamed Cheriet
The Combined Statistical Stepwise and Iterative Neural Network Pruning Algorithm. Intell. Autom. Soft Comput. 15 (4) (2009)
Imen Cherif, Sabeur Abid, Farhat Fnaiech
A Genetic Approach for Linear-Quadratic Channel Identification With Usual Communication Inputs. IJCNN (2007)
Hadi Youssef Kanaan, Kamal Al-Haddad, Farhat Fnaiech
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. Math. Comput. Simul. 71 (4-6) (2006)
Sabeur Abid, Aymen Mouelhi, Farhat Fnaiech
Accelerating the Multilayer Perceptron Learning with the Davidon Fletcher Powell Algorithm. IJCNN (2006)
Loubna Yacoubi, Kamal Al-Haddad, Louis-A. Dessaint, Farhat Fnaiech
Linear and Nonlinear Control Techniques for a Three-Phase Three-Level NPC Boost Rectifier. IEEE Trans. Ind. Electron. 53 (6) (2006)
Imen Cherif, Sabeur Abid, Farhat Fnaiech
Blind identification of quadratic systems under i.i.d. excitation using genetic algorithms. ISSPA (2005)
Ridha Amamou, Nabil Ben Fredj, Farhat Fnaiech
Grinding Forces Prediction Based Upon Experimental Design and Neural Network Models. ANNIIP (2005)
Loubna Yacoubi, Kamal Al-Haddad, Farhat Fnaiech, Louis-A. Dessaint
A DSP-based implementation of a new nonlinear control for a three-phase neutral point clamped boost rectifier prototype. IEEE Trans. Ind. Electron. 52 (1) (2005)
Hadi Youssef Kanaan, Hugo Fortin-Blanchette, Kamal Al-Haddad, Rachid Chaffai, Louis Duguay, Farhat Fnaiech
Linear control design for a current-injection-based three-phase unity-power-factor rectifier. IEEE Trans. Ind. Electron. 51 (2) (2004)
Mounir Sayadi, Samir Sakrani, Farhat Fnaiech, Mohamed Cheriet
A new non-linear exponential 2-D adaptive filter and its application in texture characterization. ICASSP (3) (2004)
Loubna Yacoubi, Farhat Fnaiech, Louis-A. Dessaint, Kamal Al-Haddad
New nonlinear control of three-phase NPC boost rectifier operating under severe disturbances. Math. Comput. Simul. 63 (3-5) (2003)
Mounir Sayadi, Farhat Fnaiech, Ahmed Mathlouthi, Abdelkader Chaari, Mohamed Najim
A new two-dimensional fast adaptive filter based on the Chandrasekhar algorithm. EUSIPCO (2002)
Sabeur Abid, Farhat Fnaiech, Mohamed Najim
A new Neural Network pruning method based on the singular value decomposition and the weight initialisation. EUSIPCO (2002)
Mounir Sayadi, Farhat Fnaiech, Samir Sakrani, Mohamed Najim
A new efficient quadratic filter based on the Chen's LMS linear algorithm and its performance analysis. ICASSP (2002)
Farhat Fnaiech, Nader Fnaiech, Mohamed Najim
A new feedforward neural network hidden layer neuron pruning algorithm. ICASSP (2001)
Sabeur Abid, Farhat Fnaiech, Mohamed Najim
A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm. IEEE Trans. Neural Networks 12 (2) (2001)
Sabeur Abid, Farhat Fnaiech, Mohamed Najim
Evaluation of the feedforward neural network covariance matrix error. ICASSP (2000)
Farhat Fnaiech, Mounir Sayadi, Mohamed Najim
Adaptive recursive higher order polynomial filter. NSIP (1999)
Mounir Sayadi, Farhat Fnaiech, Mohamed Najim
Multichannel linear and quadratic adaptive filtering based on the Chandrasekhar fast algorithm. IEEE Trans. Signal Process. 47 (3) (1999)
Sabeur Abid, Farhat Fnaiech, Mohamed Najim
A new fast neural network training algorithm based on a modified standard backpropagation (MBP) criterion minimization. NSIP (1999)
Mounir Sayadi, Farhat Fnaiech, Mohamed Najim
An LMS adaptive second-order Volterra filter with a zeroth-order term: steady-state performance analysis in a time-varying environment. IEEE Trans. Signal Process. 47 (3) (1999)
Mounir Sayadi, Farhat Fnaiech, Sébastien Guillon, Mohamed Najim
Steady-state performance analysis of the LMS adaptive time-varying second order Volterra filter. EUSIPCO (1996)
Mounir Sayadi, Abdelkader Chaari, Farhat Fnaiech, Mohamed Najim
A fast M-D Chandrasekhar algorithm for second order Volterra adaptive filtering. ICASSP (1996)