Steady-state performance analysis of the LMS adaptive time-varying second order Volterra filter. - Mounir Sayadi; Farhat Fnaiech; Sébastien Guillon; Mohamed Najim (EUSIPCO, 1996)

A fast M-D Chandrasekhar algorithm for second order Volterra adaptive filtering. - Mounir Sayadi; Abdelkader Chaari; Farhat Fnaiech; Mohamed Najim (ICASSP, 1996)

Texture characterization using 2D cumulant-based lattice adaptive filtering. - Mounir Sayadi; Véronique Buzenac-Settineri; Mohamed Najim (ICASSP, 1998)

Comparison of second and third order statistics based adaptive filters for texture characterization. - Mounir Sayadi; Mohamed Najim (ICASSP, 1999)

Adaptive recursive higher order polynomial filter. - Farhat Fnaiech; Mounir Sayadi; Mohamed Najim (NSIP, 1999)

Multichannel linear and quadratic adaptive filtering based on the Chandrasekhar fast algorithm. - Mounir Sayadi; Farhat Fnaiech; Mohamed Najim (IEEE Trans. Signal Process., 1999)

An LMS adaptive second-order Volterra filter with a zeroth-order term: steady-state performance analysis in a time-varying environment. - Mounir Sayadi; Farhat Fnaiech; Mohamed Najim (IEEE Trans. Signal Process., 1999)

A new two-dimensional fast adaptive filter based on the Chandrasekhar algorithm. - Mounir Sayadi; Farhat Fnaiech; Ahmed Mathlouthi; Abdelkader Chaari; Mohamed Najim (EUSIPCO, 2002)

A new efficient quadratic filter based on the Chen's LMS linear algorithm and its performance analysis. - Mounir Sayadi; Farhat Fnaiech; Samir Sakrani; Mohamed Najim (ICASSP, 2002)

A new non-linear exponential 2-D adaptive filter and its application in texture characterization. - Mounir Sayadi; Samir Sakrani; Farhat Fnaiech; Mohamed Cheriet (ICASSP (3), 2004)

Image Watermarking Based on the Hessenberg Transform. - Hassen Seddik; Mounir Sayadi; Farhat Fnaiech; Mohamed Cheriet (Int. J. Image Graph., 2009)

A new descriptor for textured image segmentation based on fuzzy type-2 clustering approach. - Lotfi Tlig; Mounir Sayadi; F. Fnaeich (IPTA, 2010)

Colour Image Segmentation Using Homogeneity Method and Data Fusion Techniques. - Salim Ben Chaabane; Mounir Sayadi; Farhat Fnaiech; Eric Brassart (EURASIP J. Adv. Signal Process., 2010)

A New Method for the Estimation of Mass Functions in the Dempster-Shafer's Evidence Theory: Application to Colour Image Segmentation. - Salim Ben Chaabane; Mounir Sayadi; Farhat Fnaiech; Eric Brassart; Franck Betin (Circuits Syst. Signal Process., 2011)

Invariant and reduced features for Fingerprint Characterization. - Ala Balti; Mounir Sayadi; Farhat Fnaiech (IECON, 2012)

A new fuzzy segmentation approach based on S-FCM type 2 using LBP-GCO features. - Lotfi Tlig; Mounir Sayadi; Farhat Fnaiech (Signal Process. Image Commun., 2012)

Finger verification Using SVD features. - Ala Balti; Mounir Sayadi; Farhat Fnaiech (IAS, 2013)

Supervised Neural Network and minimum distance features between singularities for fingerprint verification. - Ala Balti; Mounir Sayadi; Farhat Fnaiech (SSD, 2013)

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; Karima Mrad; Khaled Ben Romdhane (Biomed. Signal Process. Control., 2013)

A new automatic image analysis method for assessing estrogen receptors' status in breast tissue specimens. - Aymen Mouelhi; Mounir Sayadi; Farhat Fnaiech; Karima Mrad; Khaled Ben Romdhane (Comput. Biol. Medicine, 2013)

A new fingerprint identification approach based on SVD features. - Ala Balti; Mounir Sayadi (ATSIP, 2014)

R peak detection in electrocardiogram signal based on a combination between empirical mode decomposition and Hilbert transform. - Rebeh Mabrouki; Balkine Khaddoumi; Mounir Sayadi (ATSIP, 2014)

A novel morphological segmentation method for evaluating estrogen receptors' status in breast tissue images. - Aymen Mouelhi; Mounir Sayadi; Farhat Fnaiech (ATSIP, 2014)

Fingerprint characterization using SVD features. - Ala Balti; Mounir Sayadi; Farhat Fnaiech (IPAS, 2014)

Study of the correlation between pupil position and diameter in video-nystagmography for nystagmus analysis. - Salma Habbachi; Wafa Turki; Mounir Sayadi (IPAS, 2014)

Accurate detection and complete shape extraction of sand-flies using Gaussian mixture model. - Ahmed Nejmedine Machraoui; Mohamed Fethi Diouani; Jamila Ghrab; Mounir Sayadi (IPAS, 2014)

Pupil tracking using active contour model for videonystagmography applications. - Amine Ben Slama; Ahmed Nejmedine Machraoui; Mounir Sayadi (IPAS, 2014)

A new approach based on the serological tests for the diagnosis of tuberculosis in cattle. - Hanene Sahli; Mohamed Fethi Diouani; Lotfi Tlig; Makram Essafi; Mounir Sayadi (SSD, 2015)

Skin lesion segmentation using the D-S evidence theory based on the FCM using feature parameters. - Olfa Trabelsi; Lotfi Tlig; Mounir Sayadi; Farhat Fnaiech (SSD, 2015)

A new method for expiration code detection and recognition using gabor features based collaborative representation. - Ahmed Zaafouri; Mounir Sayadi; Farhat Fnaiech; Omar M. Al-Jarrah; Wu Wei (Adv. Eng. Informatics, 2015)

A Vision Approach for Expiry Date Recognition using Stretched Gabor Features. - Ahmed Zaafouri; Mounir Sayadi; Farhat Fnaiech (Int. Arab J. Inf. Technol., 2015)

Comparison between two methods of facial emotion classification: The degree of characterization and percentage of variation. - Ahmed Fnaiech; Mounir Sayadi; Philippe Gorce (ATSIP, 2016)

Feature points tracking and emotion classification. - Ahmed Fnaiech; Mounir Sayadi; Philippe Gorce (ATSIP, 2016)

Atrial Fibrillation detection on electrocardiogram. - Rebeh Mabrouki; Balkine Khaddoumi; Mounir Sayadi (ATSIP, 2016)

Automated detection and tracking of phlebotominaes. - Ahmed Nejmedine Machraoui; Mohamed Fethi Diouani; Jamila Ghrab; Mounir Sayadi (ATSIP, 2016)

A comparative study applied to dynamic textures segmentation. - Hanene Sahli; Lotfi Tlig; Ahmed Zaafouri; Mounir Sayadi (ATSIP, 2016)

Features extraction for medical characterization of nystagmus. - Amine Ben Slama; Aymen Mouelhi; Mohamed Ali Cherni; Sondes Manoubi; Chiraz Mbarek; Hedi Trabelsi; Mounir Sayadi (ATSIP, 2016)

A novel automatic diagnostic approach based on nystagmus feature selection and neural network classification. - Amine Ben Slama; Aymen Mouelhi; Hanene Sahli; Sondes Manoubi; Mamia Ben Salah; Mounir Sayadi; Hedi Trabelsi; Farhat Fnaiech (IECON, 2016)

Automated detection of current fetal head in ultrasound sequences. - Hanene Sahli; Amine Ben Slama; Ahmed Zaafouri; Mounir Sayadi; Rathwen Rachdi (IPAS, 2016)

Administrative document segmentation based on texture approach and fuzzy clustering. - Wala Zaaboub; Lotfi Tlig; Mounir Sayadi (IPAS, 2016)

Automated nuclei segmentation approach based on mathematical morphology for cancer scoring in breast tissue images. - Aymen Mouelhi; Mounir Sayadi; Farhat Fnaiech; Karima Mrad (Int. Arab J. Inf. Technol., 2016)

Improved modular UAV autopilot simulator for Pinguin BE aircraft. - Ali Bhar; Mounir Sayadi; Farhat Fnaiech (ICCAD, 2017)

A new preprocessing parameter estimation based on geodesic active contour model for automatic vestibular neuritis diagnosis. - Amine Ben Slama; Aymen Mouelhi; Hanene Sahli; Sondes Manoubi; Chiraz Mbarek; Hedi Trabelsi; Farhat Fnaiech; Mounir Sayadi (Artif. Intell. Medicine, 2017)

Modular Navigation Strategy for Autonomous Robot. - Ali Bhar; Mounir Sayadi; Farhat Fnaiech (SSD, 2018)

Brief review of partial volume corrections in PET/CT for lung cancer assessment. - Sourour Gargouri; Aymen Mouelhi; Mounir Sayadi; Salam Labidi; Majdi Mahersi; Saoussen Zayed (ATSIP, 2018)

Partical filtering for orientation determining using inertial sensors IMU. - Salma Habbachi; Mounir Sayadi; Nasser Rezzoug (ATSIP, 2018)

Early smoke detection of forest wildfire video using deep belief network. - Rabeb Kaabi; Mounir Sayadi; Moez Bouchouicha; Farhat Fnaiech; Eric Moreau; Jean-Marc Ginoux (ATSIP, 2018)

A real-time emotion recognition system for disabled persons. - Yassine Rabhi; Makrem Mrabet; Farhat Fnaiech; Mounir Sayadi (ATSIP, 2018)

Direct Wind Turbine Drivetrain Prognosis Approach Using Elman Neural Network. - Sharaf Eddine Kramti; Jaouher Ben Ali; Lotfi Saidi; Mounir Sayadi; Eric Bechhoefer (CoDIT, 2018)

Estimation of IMU orientation using linear Kalman Filter based on correntropy criterion. - Salma Habbachi; Mounir Sayadi; Farhat Fnaiech; Nasser Rezzoug; Philippe Gorce; Mohamed El Hachemi Benbouzid (ICIT, 2018)

Real Time 3D Facial Emotion Classification using a Digital Signal PIC Microcontroller. - Ahmed Fnaiech; Sami Bouzaiane; Mounir Sayadi; Nicolas Louis; Philippe Gorce (IPAS, 2018)

Discriminant Textural Feature Selection and Classification for a Computerized Fetal Hydrocephalus Detection. - Hanene Sahli; Aymen Mouelhi; Mounir Sayadi; Radhouane Rachdi (IPAS, 2018)

An advanced intelligent ELISA test for bovine tuberculosis diagnosis. - Hanene Sahli; Aymen Mouelhi; Mohamed Fethi Diouani; Lotfi Tlig; Amira Refai; Ramzi Boubaker Landoulsi; Mounir Sayadi; Makram Essafi (Biomed. Signal Process. Control., 2018)

Fast unsupervised nuclear segmentation and classification scheme for automatic allred cancer scoring in immunohistochemical breast tissue images. - Aymen Mouelhi; Hana Rmili; Jaouher Ben Ali; Mounir Sayadi; Raoudha Doghri; Karima Mrad (Comput. Methods Programs Biomed., 2018)

Gaussian Process Regression Remaining Useful Lifetime Prediction of Thermally Aged Power IGBT. - Adla Ismail; Lotfi Saidi; Mounir Sayadi; Mohamed Benbouzid 001 (IECON, 2019)

Automatic identification and behavioral analysis of phlebotomine sand flies using trajectory features. - Ahmed Nejmedine Machraoui; Mohamed Fethi Diouani; Aymen Mouelhi; Kaouther Jaouadi; Jamila Ghrab; Hafedh Abdelmelek; Mounir Sayadi (Vis. Comput., 2019)

Feature Optimization for Gifted Children Diagnosis. - Kawther Benharrath; Balkine Khaddoumi; Mounir Sayadi; Hervé Rix; Olivier Meste; Jérôme Lebrun; Sophie Guetat; Marie-Noële Magnie-Mauro (ATSIP, 2020)

Melanoma skin cancer detection using deep learning and classical machine learning techniques: A hybrid approach. - Jinen Daghrir; Lotfi Tlig; Moez Bouchouicha; Mounir Sayadi (ATSIP, 2020)

Semi-automatic segmentation of intervertebral disc for diagnosing herniation using axial view MRI. - Wafa Mbarki; Moez Bouchouicha; Sébastien Frizzi; Frederick Tshibasu; Leila Ben Farhat; Mounir Sayadi (ATSIP, 2020)

Multi-Object tracking based on Kalman Filtering Combining Radar and Image Measurements. - Mohamed Tlig; Moez Bouchouicha; Mounir Sayadi; Eric Moreau (ATSIP, 2020)

Medication Code Recognition using Convolutional Neural Network. - Ahmed Zaafouri; Mounir Sayadi (ATSIP, 2020)

Logo Detection Based on FCM Clustering Algorithm and Texture Features. - Wala Zaaboub; Lotfi Tlig; Mounir Sayadi; Basel Solaiman (ICISP, 2020)

VNG technique for a convenient vestibular neuritis rating. - Hanene Sahli; Amine Ben Slama; Sami Bouzaiane; Jihene Marrakchi; Seif Boukriba; Mounir Sayadi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020)

Intelligent detection of fetal hydrocephalus. - Hanene Sahli; Mounir Sayadi; Radhouane Rachdi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020)

DBN-DNN: discrimination and classification of VNG sequence using deep neural network framework in the EMD domain. - Amine Ben Slama; Hanene Sahli; Aymen Mouelhi; Jihene Marrakchi; Mounir Sayadi; Hedi Trabelsi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020)

Neural Network-based System for Automatic Passport Stamp Classification. - Wala Zaaboub; Lotfi Tlig; Mounir Sayadi; Basel Solaiman (Inf. Technol. Control., 2020)

A Fast Segmentation Method for Fire Forest Images Based on Multiscale Transform and PCA. - Lotfi Tlig; Moez Bouchouicha; Mohamed Tlig; Mounir Sayadi; Eric Moreau (Sensors, 2020)

Remaining useful lifetime prediction of thermally aged power insulated gate bipolar transistor based on Gaussian process regression. - Adla Ismail; Lotfi Saidi; Mounir Sayadi; Mohamed Benbouzid 001 (Trans. Inst. Meas. Control, 2020)

Convolutional neural network for smoke and fire semantic segmentation. - Sébastien Frizzi; Moez Bouchouicha; Jean-Marc Ginoux; Eric Moreau; Mounir Sayadi (IET Image Process., 2021)

A neural adaptive level set method for wildland forest fire tracking. - Aymen Mouelhi; Moez Bouchouicha; Mounir Sayadi; Eric Moreau (Int. J. Comput. Appl. Technol., 2021)

Deep Neural Network for Covid-19 Pandemic Recognition Using CT Data. - Amine Ben Slama; Hanene Sahli; Abderrazek Zeraii; Hedi Trabelsi; Leila Ben Farhat; Salam Labidi; Mounir Sayadi (J. Inf. Sci. Eng., 2021)

ResNet-50 based fire and smoke images classification *. - Hedi Jabnouni; Imen Arfaoui; Mohamed Ali Cherni; Moez Bouchouicha; Mounir Sayadi (ATSIP, 2022)

Infrared-visible images' fusion techniques for forest fire monitoring. - Mohamed Tlig; Moez Bouchouicha; Mounir Sayadi; Eric Moreau (ATSIP, 2022)

Gait Analysis and Detection of Human Pose Diseases. - Ala Balti; Mohamed Moncef Ben Khelifa; Slim Ben Hassine; Hibet-Allah Ouazaa; Saber Abid; Mohamed Najeh Lakhoua; Mounir Sayadi (CoDIT, 2022)

Selection of statistic textural features for skin disease characterization toward melanoma detection. - Jinen Daghrir; Lotfi Tlig; Moez Bouchouicha; Noureddine Litaiem; Faten Zeglaoui; Mounir Sayadi (CoDIT, 2022)

Machine Learning based Classification for Fire and Smoke Images Recognition. - Hedi Jabnouni; Imen Arfaoui; Mohamed Ali Cherni; Moez Bouchouicha; Mounir Sayadi (CoDIT, 2022)

A Supervised Quantification of the Color Names Characterizing the Visual Component Color in the ABCD Dermatological Criteria for a Further Melanoma Inspection. - Jinen Daghrir; Lotfi Tlig; Moez Bouchouicha; Noureddine Litaiem; Faten Zeglaoui; Mounir Sayadi (ICT4AWE, 2022)

Extracting Color Name Features Utilized for Skin Disease Characterization and Comparing It to Other Representations Describing the ABCD Dermatological Criteria for Melanoma Inspection. - Jinen Daghrir; Lotfi Tlig; Moez Bouchouicha; Eric Moreau; Noureddine Litaiem; Faten Zeglaoui; Mounir Sayadi (ICT4AWE (Revised Selected Papers), 2022)

Interactive Human Interface for ERP Component Extraction from Gifted Children. - Kawther Benharrath; Amine Ben Slama; Balkine Khaddoumi; Mounir Sayadi; Hervé Rix; Olivier Meste; Sophie Guetat; Jérôme Lebrun; Marie-Noële Magnie-Mauro (Intell. Autom. Soft Comput., 2022)

Polyneuropathy Early Detection Based on Electrodermal Activity Features and Support Vector Machines. - Jaouher Ben Ali; Nourhene Dhouibi; Mounir Sayadi; Jean-Marc Ginoux; Jacques Grapperon; Moez Bouchouicha (CoDIT, 2023)

Ugly Duckling Concept for Melanoma Detection: A PCA-Based Outlier Detection Method with CNN-Based Feature Vectors. - Jinen Daghrir; Lotfi Tlig; Moez Bouchouicha; Noureddine Litaiem; Faten Zeglaoui; Mounir Sayadi (CoDIT, 2023)

Flying Objects Classification Using Trajectory Characterization. - Mohamed El Hedi Ouerteteni; Ahmed Zaafouri; Tijeni Delleji; Aymen Mouelhi; Moez Bouchouicha; Zied Chtourou; Mounir Sayadi (CoDIT, 2023)

Reconstruction-Segmentation Path for Fire and Smoke Detection in Video Surveillance Images. - Rimeh Daoudi; Aymen Mouelhi; Moez Bouchouicha; Eric Moreau; Mounir Sayadi (CW, 2023)

YOLOv6 for Fire Images detection. - Hedi Jabnouni; Imen Arfaoui; Mohamed Ali Cherni; Moez Bouchouicha; Mounir Sayadi (CW, 2023)

Improved Clinical Feature Classification of Vestibular Disorder Dysfunction. - Hanene Sahli; Amine Ben Slama; Mounir Sayadi; Hedi Trabelsi (ICCAD, 2023)

A Vehicle License Plate Detection and Recognition Method Using Log Gabor Features and Convolutional Neural Networks. - Ahmed Zaafouri; Mounir Sayadi; Wei Wu (Cybern. Syst., 2023)

Enhanced Deep Learning Framework for Automatic MRI Brain Tumor Segmentation with Data Augmentation. - Ekram Chamseddine; Lotfi Tlig; Mounir Sayadi (ATSIP, 2024)

Comparative Analysis of Non-Stationary Signal Processing Approaches for Epileptic Disease Detection. - Badreddine Mandhouj; Mohamed Ali Cherni; Mounir Sayadi; Basel Solaiman (ATSIP, 2024)

Cardiovascular Disease Prediction using Relief-SVM Approach. - Hayfa Moulehi; Ahmed Fnaiech; Hanene Sahli; Mounir Sayadi (ATSIP, 2024)

Tuning PID Control Parameters: A Combined Experimental and Simulation Study. - Ali Bhar; Yassine Mezni; Mounir Sayadi (ICCAD, 2024)

A combinatorial deep learning method for Alzheimer's disease classification-based merging pretrained networks. - Houmem Slimi; Ala Balti; Sabeur Abid; Mounir Sayadi (Frontiers Comput. Neurosci., 2024)

On designing a configurable UAV autopilot for unmanned quadrotors. - Ali Bhar; Mounir Sayadi (Frontiers Neurorobotics, 2024)

Enhanced fingerprint classification through modified PCA with SVD and invariant moments. - Ala Balti; Abdelaziz Hamdi; Sabeur Abid; Mohamed Moncef Ben Khelifa; Mounir Sayadi (Frontiers Artif. Intell., 2024)

A Streamlined Lesion Segmentation Method Using Deep Learning and Image Processing for a Further Melanoma Diagnosis. - Jinen Daghrir; Wafa Mbarki; Lotfi Tlig; Moez Bouchouicha; Noureddine Litaiem; Faten Zeglaoui; Mounir Sayadi (ICT4AWE, 2025)

An inventive network intrusion detection system: Composite deep learning CNN-LSTM model. - Souhir M'Rabet; Hanene Sahli; Bacely Yorobi; Mounir Sayadi (IPAS, 2025)

Revolutionary MRI Imaging for Alzheimer's: Cutting-Edge GANs and Vision Transformer Solutions. - Houmem Slimi; Imen Cherif; Sabeur Abid; Mounir Sayadi (IPAS, 2025)

Advanced Deep Learning Strategies for Breast Cancer Image Analysis. - Houmem Slimi; Imen Cherif; Sabeur Abid; Mounir Sayadi (IPAS, 2025)

Biologically inspired hybrid model for Alzheimer's disease classification using structural MRI in the ADNI dataset. - Houmem Slimi; Imen Cherif; Sabeur Abid; Mounir Sayadi (Frontiers Artif. Intell., 2025)