| 2025 | CoDIT | GABrain-Net : An Optimized Gabor-Integrated U-Net for Multimodal Brain Tumor MRI Segmentation. | Ekram Chamseddine, Lotfi Tlig, Lotfi Chari, Mounir Sayadi |
| 2024 | ATSIP | Enhanced Deep Learning Framework for Automatic MRI Brain Tumor Segmentation with Data Augmentation. | Ekram Chamseddine, Lotfi Tlig, Mounir Sayadi |
| 2024 | ATSIP | Comparative Analysis of Non-Stationary Signal Processing Approaches for Epileptic Disease Detection. | Badreddine Mandhouj, Mohamed Ali Cherni, Mounir Sayadi, Basel Solaiman |
| 2024 | ATSIP | Cardiovascular Disease Prediction using Relief-SVM Approach. | Hayfa Moulehi, Ahmed Fnaiech, Hanene Sahli, Mounir Sayadi |
| 2023 | CoDIT | 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 |
| 2023 | CoDIT | 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 |
| 2023 | CoDIT | Flying Objects Classification Using Trajectory Characterization. | Mohamed El Hedi Ouerteteni, Ahmed Zaafouri, Tijeni Delleji, Aymen Mouelhi, Moez Bouchouicha, Zied Chtourou, Mounir Sayadi |
| 2023 | CW | Reconstruction-Segmentation Path for Fire and Smoke Detection in Video Surveillance Images. | Rimeh Daoudi, Aymen Mouelhi, Moez Bouchouicha, Eric Moreau, Mounir Sayadi |
| 2023 | CW | YOLOv6 for Fire Images detection. | Hedi Jabnouni, Imen Arfaoui, Mohamed Ali Cherni, Moez Bouchouicha, Mounir Sayadi |
| 2022 | ATSIP | ResNet-50 based fire and smoke images classification | Hedi Jabnouni, Imen Arfaoui, Mohamed Ali Cherni, Moez Bouchouicha, Mounir Sayadi |
| 2022 | ATSIP | Infrared-visible images' fusion techniques for forest fire monitoring. | Mohamed Tlig, Moez Bouchouicha, Mounir Sayadi, Eric Moreau |
| 2022 | CoDIT | 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 |
| 2022 | CoDIT | Selection of statistic textural features for skin disease characterization toward melanoma detection. | Jinen Daghrir, Lotfi Tlig, Moez Bouchouicha, Noureddine Litaiem, Faten Zeglaoui, Mounir Sayadi |
| 2022 | CoDIT | Machine Learning based Classification for Fire and Smoke Images Recognition. | Hedi Jabnouni, Imen Arfaoui, Mohamed Ali Cherni, Moez Bouchouicha, Mounir Sayadi |
| 2020 | ATSIP | Feature Optimization for Gifted Children Diagnosis. | Kawther Benharrath, Balkine Khaddoumi, Mounir Sayadi, Herv Rix, Olivier Meste, Jrme Lebrun, Sophie Guetat, Marie-Nole Magnie-Mauro |
| 2020 | ATSIP | Melanoma skin cancer detection using deep learning and classical machine learning techniques: A hybrid approach. | Jinen Daghrir, Lotfi Tlig, Moez Bouchouicha, Mounir Sayadi |
| 2020 | ATSIP | Semi-automatic segmentation of intervertebral disc for diagnosing herniation using axial view MRI. | Wafa Mbarki, Moez Bouchouicha, Sbastien Frizzi, Frederick Tshibasu, Leila Ben Farhat, Mounir Sayadi |
| 2020 | ATSIP | Multi-Object tracking based on Kalman Filtering Combining Radar and Image Measurements. | Mohamed Tlig, Moez Bouchouicha, Mounir Sayadi, Eric Moreau |
| 2020 | ATSIP | Medication Code Recognition using Convolutional Neural Network. | Ahmed Zaafouri, Mounir Sayadi |
| 2020 | ICISP | Logo Detection Based on FCM Clustering Algorithm and Texture Features. | Wala Zaaboub, Lotfi Tlig, Mounir Sayadi, Basel Solaiman |
| 2019 | IECON | Gaussian Process Regression Remaining Useful Lifetime Prediction of Thermally Aged Power IGBT. | Adla Ismail, Lotfi Saidi, Mounir Sayadi, Mohamed Benbouzid |
| 2018 | ATSIP | 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 |
| 2018 | ATSIP | Partical filtering for orientation determining using inertial sensors IMU. | Salma Habbachi, Mounir Sayadi, Nasser Rezzoug |
| 2018 | ATSIP | Early smoke detection of forest wildfire video using deep belief network. | Rabeb Kaabi, Mounir Sayadi, Moez Bouchouicha, Farhat Fnaiech, Eric Moreau, Jean-Marc Ginoux |
| 2018 | ATSIP | A real-time emotion recognition system for disabled persons. | Yassine Rabhi, Makrem Mrabet, Farhat Fnaiech, Mounir Sayadi |
| 2018 | CoDIT | Direct Wind Turbine Drivetrain Prognosis Approach Using Elman Neural Network. | Sharaf Eddine Kramti, Jaouher Ben Ali, Lotfi Saidi, Mounir Sayadi, Eric Bechhoefer |
| 2016 | ATSIP | Comparison between two methods of facial emotion classification: The degree of characterization and percentage of variation. | Ahmed Fnaiech, Mounir Sayadi, Philippe Gorce |
| 2016 | ATSIP | Feature points tracking and emotion classification. | Ahmed Fnaiech, Mounir Sayadi, Philippe Gorce |
| 2016 | ATSIP | Atrial Fibrillation detection on electrocardiogram. | Rebeh Mabrouki, Balkine Khaddoumi, Mounir Sayadi |
| 2016 | ATSIP | Automated detection and tracking of phlebotominaes. | Ahmed Nejmedine Machraoui, Mohamed Fethi Diouani, Jamila Ghrab, Mounir Sayadi |
| 2016 | ATSIP | A comparative study applied to dynamic textures segmentation. | Hanene Sahli, Lotfi Tlig, Ahmed Zaafouri, Mounir Sayadi |
| 2016 | ATSIP | Features extraction for medical characterization of nystagmus. | Amine Ben Slama, Aymen Mouelhi, Mohamed Ali Cherni, Sondes Manoubi, Chiraz Mbarek, Hedi Trabelsi, Mounir Sayadi |
| 2016 | IECON | 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 |
| 2014 | ATSIP | A new fingerprint identification approach based on SVD features. | Ala Balti, Mounir Sayadi |
| 2014 | ATSIP | R peak detection in electrocardiogram signal based on a combination between empirical mode decomposition and Hilbert transform. | Rebeh Mabrouki, Balkine Khaddoumi, Mounir Sayadi |
| 2014 | ATSIP | A novel morphological segmentation method for evaluating estrogen receptors' status in breast tissue images. | Aymen Mouelhi, Mounir Sayadi, Farhat Fnaiech |
| 2012 | IECON | Invariant and reduced features for Fingerprint Characterization. | Ala Balti, Mounir Sayadi, Farhat Fnaiech |
| 2004 | ICASSP | A new non-linear exponential 2-D adaptive filter and its application in texture characterization. | Mounir Sayadi, Samir Sakrani, Farhat Fnaiech, Mohamed Cheriet |
| 2002 | ICASSP | 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 |
| 1999 | ICASSP | Comparison of second and third order statistics based adaptive filters for texture characterization. | Mounir Sayadi, Mohamed Najim |
| 1998 | ICASSP | Texture characterization using 2D cumulant-based lattice adaptive filtering. | Mounir Sayadi, Vronique Buzenac-Settineri, Mohamed Najim |
| 1996 | ICASSP | A fast M-D Chandrasekhar algorithm for second order Volterra adaptive filtering. | Mounir Sayadi, Abdelkader Chaari, Farhat Fnaiech, Mohamed Najim |