| 2026 | ICPR | Sigmoid Supervised Contrastive Learning with Memory Bank for Feature Disentanglement. | Bin Wang, Fadi Dornaika, Vinh Truong Hoang, Viet-Tuan Le |
| 2025 | CVPR | Transformer-Based Lung Infection Severity Prediction with Cross Attention and Conditional TransMix Augmentation. | Bouthaina Slika, Fadi Dornaika, Fares Bougourzi, Karim Hammoudi |
| 2025 | ICIAP | SegDT: A Diffusion Transformer-Based Segmentation Model for Medical Imaging. | Salah Eddine Bekhouche, Gaby Maroun, Fadi Dornaika, Abdenour Hadid |
| 2024 | ICIP | Superpixel Mixing: A Data Augmentation Technique For Robust Deep Visual Recognition Models. | Danyang Sun, Fadi Dornaika, Vinh Truong Hoang, Nagore Barrena |
| 2024 | ICPR | Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging. | Fares Bougourzi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Vinh Truong Hoang |
| 2024 | VISIGRAPP | Large Scale Graph Construction and Label Propagation. | Zoulfikar Ibrahim, Alireza Bosaghzadeh, Fadi Dornaika |
| 2024 | VISIGRAPP | Image Augmentation Preserving Object Parts Using Superpixels of Variable Granularity. | Danyang Sun, Fadi Dornaika |
| 2023 | ICASSP | Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS. | Fares Bougourzi, Fadi Dornaika, Amir Nakib, Cosimo Distante, Abdelmalik Taleb-Ahmed |
| 2022 | ECCV | CNR-IEMN-CD and CNR-IEMN-CSD Approaches for Covid-19 Detection and Covid-19 Severity Detection from 3D CT-scans. | Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed |
| 2022 | ICIAP | ILC-Unet++ for Covid-19 Infection Segmentation. | Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Abdenour Hadid |
| 2022 | ICIAP | Multi-view Spectral Clustering via Integrating Label and Data Graph Learning. | Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Hichem Omrani |
| 2020 | ICPR | Soft Label and Discriminant Embedding Estimation for Semi-Supervised Classification. | Fadi Dornaika, Abdullah Baradaaji, Youssof El Traboulsi |
| 2020 | ICPR | Feature Extraction by Joint Robust Discriminant Analysis and Inter-class Sparsity. | Fadi Dornaika, Ahmad Khoder |
| 2020 | ICPR | Feature Extraction and Selection via Robust Discriminant Analysis and Class Sparsity. | Ahmad Khoder, Fadi Dornaika |
| 2019 | ICIAP | Adaptive Hybrid Representation for Graph-Based Semi-supervised Classification. | Fadi Dornaika, Alireza Bosaghzadeh |
| 2019 | ICIAP | Active Two Phase Collaborative Representation Classifier for Image Categorization. | Fadi Dornaika, Youssof El Traboulsi, Y. Ruicheck |
| 2019 | IJCNN | Joint Graph Based Embedding and Feature Weighting for Image Classification. | Ruifeng Zhu, Fadi Dornaika, Yassine Ruichek |
| 2018 | ACIVS | 3D Object-Camera and 3D Face-Camera Pose Estimation for Quadcopter Control: Application to Remote Labs. | Fawzi Khattar, Fadi Dornaika, Benoit Larroque, Franck Luthon |
| 2018 | ICPR | Image-Based Driver Drowsiness Detection. | Fadi Dornaika, Fawzi Khattar, Jorge Reta, Ignacio Arganda-Carreras, M. Hernandez, Yassine Ruichek |
| 2018 | ICPR | Robust and Flexible Graph-based Semi-supervised Embedding. | Fadi Dornaika, Youssof El Traboulsi, Ruifeng Zhu |
| 2018 | ICPR | Flexible and Discriminative Non-linear Embedding with Feature Selection for Image Classification. | Ruifeng Zhu, Fadi Dornaika, Yassine Ruichek |
| 2017 | CVPR | Personality Traits and Job Candidate Screening via Analyzing Facial Videos. | Salah Eddine Bekhouche, Fadi Dornaika, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed |
| 2016 | IECON | Visual localization based on sequence matching using ConvNet features. | Yongliang Qiao, Cindy Cappelle, Yassine Ruichek, Fadi Dornaika |
| 2015 | ANT | Developing Vision-based and Cooperative Vehicular Embedded Systems for Enhancing Road Monitoring Services. | Karim Hammoudi, Halim Benhabiles, Mohamed Kasraoui, Nabil Ajam, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu |
| 2015 | CVPR | Multi-observation face recognition in videos based on label propagation. | Bogdan Raducanu, Alireza Bosaghzadeh, Fadi Dornaika |
| 2015 | HAIS | Exemplar Selection Using Collaborative Neighbor Representation. | Fadi Dornaika, Ihab Kamal Aldine, Blanca Cases |
| 2014 | ACCV | A Flexible Semi-supervised Feature Extraction Method for Image Classification. | Fadi Dornaika, Youssof El Traboulsi |
| 2014 | ICANN | Instance Selection Using Two Phase Collaborative Neighbor Representation. | Fadi Dornaika, Ihab Kamal Aldine |
| 2014 | ICANN | Two Subspace-Based Kernel Local Discriminant Embedding. | Fadi Dornaika, Alireza Bosaghzadeh |
| 2014 | ICPR | Locality Constrained Encoding Graph Construction and Application to Outdoor Object Classification. | Fadi Dornaika, Alireza Bosaghzadeh, Houssam Salmane, Yassine Ruichek |
| 2014 | ISVC | Image Classification via Semi-supervised Feature Extraction with Out-of-Sample Extension. | Fadi Dornaika, Youssof El Traboulsi, Blanca Cases, Ammar Assoum |
| 2013 | ACIVS | Adaptive Two Phase Sparse Representation Classifier for Face Recognition. | Fadi Dornaika, Youssof El Traboulsi, Ammar Assoum |
| 2013 | CVPR | Out-of-Sample Embedding for Manifold Learning Applied to Face Recognition. | Fadi Dornaika, B. Raduncanu |
| 2012 | ECCV | Pose-Invariant Face Recognition in Videos for Human-Machine Interaction. | Bogdan Raducanu, Fadi Dornaika |
| 2012 | WACV | Appearance-based face recognition using a supervised manifold learning framework. | Bogdan Raducanu, Fadi Dornaika |
| 2012 | VR | Generating occlusion-free textures for virtual 3D model of urban facades by fusing image and laser street data. | Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, Nicolas Paparoditis |
| 2012 | SSPR | Automatic Dimensionality Estimation for Manifold Learning through Optimal Feature Selection. | Fadi Dornaika, Ammar Assoum, Bogdan Raducanu |
| 2012 | SSPR | Out-of-Sample Embedding by Sparse Representation. | Bogdan Raducanu, Fadi Dornaika |
| 2011 | ACIVS | Combining Linear Dimensionality Reduction and Locality Preserving Projections with Feature Selection for Recognition Tasks. | Fadi Dornaika, Ammar Assoum, Alireza Bosaghzadeh |
| 2011 | ISVC | A Parameter-Free Locality Sensitive Discriminant Analysis and Its Application to Coarse 3D Head Pose Estimation. | Alireza Bosaghzadeh, Fadi Dornaika |
| 2010 | ACIVS | Estimating 3D Polyhedral Building Models by Registering Aerial Images. | Fadi Dornaika, Karim Hammoudi |
| 2010 | CVPR | Single snapshot-based 3D head pose initialization for tracking in a HRI scenario. | Fadi Dornaika, Bogdan Raducanu |
| 2010 | ICIP | A Holistic Approach to Eyelid Tracking Under Varying Head Pose. | Fadi Dornaika |
| 2010 | ICPR | Efficient Object Detection and Matching Using Feature Classification. | Fadi Dornaika, Fadi Chakik |
| 2010 | ICPR | Person-Specific Face Shape Estimation under Varying Head Pose from Single Snapshots. | Fadi Dornaika, Bogdan Raducanu |
| 2010 | ICRA | Dynamic facial expression recognition using Laplacian Eigenmaps-based manifold learning. | Bogdan Raducanu, Fadi Dornaika |
| 2010 | ISVC | Linear Dimensionality Reduction through Eigenvector Selection for Object Recognition. | Fadi Dornaika, Ammar Assoum |
| 2009 | ISVC | Natural Facial Expression Recognition Using Dynamic and Static Schemes. | Bogdan Raducanu, Fadi Dornaika |
| 2009 | MVA | Extracting 3D Polyhedral Building Models from Aerial Images Using a Featureless and Direct Approach. | Fadi Dornaika, Karim Hammoudi |
| 2009 | WACV | Simultaneous 3D face pose and person-specific shape estimation from a single image using a holistic approach. | Fadi Dornaika, Bogdan Raducanu |
| 2008 | ICRA | Detecting and tracking of 3D face pose for human-robot interaction. | Fadi Dornaika, Bogdan Raducanu |
| 2007 | IWANN | Efficient Facial Expression Recognition for Human Robot Interaction. | Fadi Dornaika, Bogdan Raducanu |
| 2006 | ACIVS | Rigid and Non-rigid Face Motion Tracking by Aligning Texture Maps and Stereo-Based 3D Models. | Fadi Dornaika, Angel Domingo Sappa |
| 2006 | AVSS | Recognizing Facial Expressions in Videos Using a Facial Action Analysis-Synthesis Scheme. | Fadi Dornaika, Bogdan Raducanu |
| 2006 | ICCS | An Edge-Based Approach to Motion Detection. | Angel Domingo Sappa, Fadi Dornaika |
| 2006 | ICPR | Facial Expression Recognition using Auto-regressive Models. | Fadi Dornaika, Franck Davoine |
| 2005 | ICCV | Simultaneous Facial Action Tracking and Expression Recognition Using a Particle Filter. | Fadi Dornaika, Franck Davoine |
| 2005 | ICINCO | Sfm for planar scenes: a direct and robust approach. | Fadi Dornaika, Angel Domingo Sappa |
| 2005 | ICIP | View and texture-independent facial expression recognition in videos using dynamic programming. | Fadi Dornaika, Franck Davoine |
| 2005 | ICIP | SFM for planar scenes using image derivatives. | Fadi Dornaika, Franck Davoine |
| 2005 | MVA | Facial expression recognition in continuous videos using linear discriminant analysis. | Fadi Dornaika, Franck Davoine |
| 2004 | CVPR | Head and Facial Animation Tracking using Appearance-Adaptive Models and Particle Filters. | Fadi Dornaika, Franck Davoine |
| 2004 | ECCV | Model-Based Head and Facial Motion Tracking. | Fadi Dornaika, Jrgen Ahlberg |
| 2004 | ICPR | Online Appearance-Based Face and Facial Feature Tracking. | Fadi Dornaika, Franck Davoine |
| 2003 | BMVC | Face Model Adaptation for Tracking and Active Appearance Model Training. | Fadi Dornaika, Jrgen Ahlberg |
| 2002 | ECCV | Image Registration for Foveated Omnidirectional Sensing. | Fadi Dornaika, James H. Elder |
| 2002 | WACV | Face Model Adaptation using Robust Matching and Active Appearance Models. | Fadi Dornaika, Jrgen Ahlberg |
| 2001 | ICCV | Self-Calibration of a Stereo Rig Using Monocular Epipolar Geometry. | Fadi Dornaika |
| 2001 | ICIAP | View Synthesis from Two Uncalibrated Images. | Fadi Dornaika |
| 2001 | ICRA | Hand Pose Recovery with a Single Video Camera. | Kihwan Kwon, Hong Zhang, Fadi Dornaika |
| 2000 | MVA | Granulometry Using Mathematical Morphology and Motion. | Fadi Dornaika, Hong Zhang |
| 1999 | CVPR | Stereo Correspondence from Motion Correspondence. | Fadi Dornaika, Ronald Chung |
| 1997 | ICIAP | Object Pose by Affine Iterations. | Fadi Dornaika, Christophe Garcia |
| 1995 | ICCV | Object Pose: Links Between Paraperspective and Perspective. | Radu Horaud, Stphane Christy, Fadi Dornaika, Bart Lamiroy |
| 1994 | ECCV | Self Calibration of a Stereo Head Mounted onto a Robot Arm. | Radu Horaud, Fadi Dornaika, Boubakeur Boufama, Roger Mohr |