| 2024 | CBMI | Weakly-Supervised Autism Severity Assessment in Long Videos. | Abid Ali, Mahmoud Ali, Camilla Barbini, Sverine Dubuisson, Jean-Marc Odobez, Franois Brmond, Susanne Thmmler |
| 2024 | ICIP | Reset: A Residual Set-Transformer Approach to Tackle the Ugly-Duckling Sign in Melanoma Detection. | Jules Collenne, Rabah Iguernaissi, Sverine Dubuisson, Djamal Merad |
| 2024 | VISIGRAPP | GAF-Net: Video-Based Person Re-Identification via Appearance and Gait Recognitions. | Moncef Boujou, Rabah Iguernaissi, Lionel Nicod, Djamal Merad, Sverine Dubuisson |
| 2023 | ICIP | Facial Expression Recognition Using Light Field Cameras: A Comparative Study of Deep Learning Architectures. | Sabrine Djedjiga Oucherif, Mohamad Motasem Nawaf, Jean-Marc Bo, Lionel Nicod, Djamal Merad, Sverine Dubuisson |
| 2022 | BMVC | MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks. | Gianni Franchi, Xuanlong Yu, Andrei Bursuc, ngel Tena, Rmi Kazmierczak, Sverine Dubuisson, Emanuel Aldea, David Filliat |
| 2022 | ECCV | Latent Discriminant Deterministic Uncertainty. | Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Sverine Dubuisson, David Filliat |
| 2020 | ECCV | TRADI: Tracking Deep Neural Network Weight Distributions. | Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Sverine Dubuisson, Isabelle Bloch |
| 2020 | ICIP | Tracking Hundreds of People in Densely Crowded Scenes With Particle Filtering Supervising Deep Convolutional Neural Networks. | Gianni Franchi, Emanuel Aldea, Sverine Dubuisson, Isabelle Bloch |
| 2019 | AVSS | Crowd Behavior Characterization for Scene Tracking. | Gianni Franchi, Emanuel Aldea, Sverine Dubuisson, Isabelle Bloch |
| 2016 | ACIVS | Video Event Detection Based Non-stationary Bayesian Networks. | Christophe Gonzales, Rim Romdhane, Sverine Dubuisson |
| 2016 | ECCV | From Text Detection to Text Segmentation: A Unified Evaluation Scheme. | Stefania Calarasanu, Jonathan Fabrizio, Sverine Dubuisson |
| 2016 | ICMI | On leveraging crowdsourced data for automatic perceived stress detection. | Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Sverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani |
| 2016 | ICMI | Personality classification and behaviour interpretation: an approach based on feature categories. | Sheng Fang, Catherine Achard, Sverine Dubuisson |
| 2015 | FG | Person-specific behavioural features for automatic stress detection. | Jonathan Aigrain, Sverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani |
| 2015 | FlAIRS | A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection. | Christophe Gonzales, Sverine Dubuisson, Cristina E. Manfredotti |
| 2015 | ICCV | Pairwise Conditional Random Forests for Facial Expression Recognition. | Arnaud Dapogny, Kevin Bailly, Sverine Dubuisson |
| 2015 | ICDAR | Using histogram representation and Earth Mover's Distance as an evaluation tool for text detection. | Stefania Calarasanu, Jonathan Fabrizio, Sverine Dubuisson |
| 2014 | ICPRAM | Towards Automated Video Analysis of Sensorimotor Assessment Data. | Ana B. Graciano Fouquier, Sverine Dubuisson, Isabelle Bloch, Anja Klckner |
| 2013 | CAIP | Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. | Xuan Son Nguyen, Sverine Dubuisson, Christophe Gonzales |
| 2012 | CVPR | An optimized DBN-based mode-focussing particle filter. | Sverine Dubuisson, Christophe Gonzales |
| 2012 | ECCV | Min-Space Integral Histogram. | Sverine Dubuisson, Christophe Gonzales |
| 2012 | ICIP | Fast multiple histogram computation using Kruskal's algorithm. | Raoul Berger, Sverine Dubuisson, Christophe Gonzales |
| 2012 | UAI | DBN-Based Combinatorial Resampling for Articulated Object Tracking. | Sverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen |
| 2011 | ACIVS | Simultaneous Partitioned Sampling for Articulated Object Tracking. | Christophe Gonzales, Sverine Dubuisson, Xuan Son Nguyen |
| 2010 | ISVC | Introducing Fuzzy Spatial Constraints in a Ranked Partitioned Sampling for Multi-object Tracking. | Nicolas Widynski, Sverine Dubuisson, Isabelle Bloch |
| 2007 | ACIVS | ENMIM: Energetic Normalized Mutual Information Model for Online Multiple Object Tracking with Unlearned Motions. | Abir El Abed, Sverine Dubuisson, Dominique Brziat |
| 2007 | CAIP | 3D+t Reconstruction in the Context of Locally Spheric Shaped Data Observation. | Wafa Rekik, Dominique Brziat, Sverine Dubuisson |
| 2007 | ICIP | Energetic Particle Filter for Online Multiple Target Tracking. | Abir El Abed, Sverine Dubuisson, Dominique Brziat |
| 2007 | ICIP | Motion Estimation using Tangent Distance. | Jonathan Fabrizio, Sverine Dubuisson |
| 2006 | ACIVS | Comparison of Statistical and Shape-Based Approaches for Non-rigid Motion Tracking with Missing Data Using a Particle Filter. | Abir El Abed, Sverine Dubuisson, Dominique Brziat |
| 2006 | CVPR | An adaptive clustering for multiple object tracking in sequences in and beyond the visible spectrum. | Sverine Dubuisson |
| 2006 | ICIP | Recursive Clustering for Multiple Object Tracking. | Sverine Dubuisson |
| 2005 | IV | MAPVIS: A Map-Projection Based Tool for Visualizing Scalar and Vectorial Information Lying on Spheroidal Surfaces. | Wafa Rekik, Dominique Brziat, Sverine Dubuisson |
| 1999 | ICIP | Motion Compensation Using Adaptive Rectangular Partitions. | Sverine Dubuisson, Franck Davoine |