Motion Compensation Using Adaptive Rectangular Partitions. - Séverine Dubuisson; Franck Davoine (ICIP (1), 1999)

Automatic Facial Feature Extraction and Facial Expression Recognition. - Séverine Dubuisson; Franck Davoine; Jean Pierre Cocquerez (AVBPA, 2001)

Facial expression recognition by combination of classifiers. - Séverine Dubuisson; Franck Davoine (EUSIPCO, 2002)

A solution for facial expression representation and recognition. - Séverine Dubuisson; Franck Davoine; Mylène Masson (Signal Process. Image Commun., 2002)

MAPVIS: A Map-Projection Based Tool for Visualizing Scalar and Vectorial Information Lying on Spheroidal Surfaces. - Wafa Rekik; Dominique Béréziat; Séverine Dubuisson (IV, 2005)

Comparison of Statistical and Shape-Based Approaches for Non-rigid Motion Tracking with Missing Data Using a Particle Filter. - Abir El Abed; Séverine Dubuisson; Dominique Béréziat (ACIVS, 2006)

An adaptive clustering for multiple object tracking in sequences in and beyond the visible spectrum. - Séverine Dubuisson (CVPR Workshops, 2006)

Optical flow computation and visualization in spherical context. Application on 3D+t bio-cellular sequences. - Wafa Rekik; Dominique Béréziat; Séverine Dubuisson (EMBC, 2006)

Recursive Clustering for Multiple Object Tracking. - Séverine Dubuisson (ICIP, 2006)

Image processing in spheric-shaped data using a geographical transformation. Application to bio-cellular imaging. - Wafa Rekik; Dominique Béréziat; Séverine Dubuisson (ISBI, 2006)

ENMIM: Energetic Normalized Mutual Information Model for Online Multiple Object Tracking with Unlearned Motions. - Abir El Abed; Séverine Dubuisson; Dominique Béréziat (ACIVS, 2007)

3D+t Reconstruction in the Context of Locally Spheric Shaped Data Observation. - Wafa Rekik; Dominique Béréziat; Séverine Dubuisson (CAIP, 2007)

Energetic Particle Filter for Online Multiple Target Tracking. - Abir El Abed; Séverine Dubuisson; Dominique Béréziat (ICIP (1), 2007)

Motion Estimation using Tangent Distance. - Jonathan Fabrizio; Séverine Dubuisson (ICIP (1), 2007)

Energy minimization approach for online data association with missing data. - Abir El Abed; Séverine Dubuisson; Dominique Béréziat (VISAPP (2), 2007)

Energy Association Filter for Online Data Association with Missing Data. - Abir El Abed; Séverine Dubuisson; Dominique Béréziat (VISIGRAPP (Selected Papers), 2007)

Optimal recursive clustering of likelihood functions for multiple object tracking. - Séverine Dubuisson; Jonathan Fabrizio (Pattern Recognit. Lett., 2009)

The computation of the Bhattacharyya distance between histograms without histograms. - Séverine Dubuisson (IPTA, 2010)

Particle filtering with fuzzy spatial relations for object tracking. - Nicolas Widynski; Séverine Dubuisson; Isabelle Bloch (IPTA, 2010)

Introducing Fuzzy Spatial Constraints in a Ranked Partitioned Sampling for Multi-object Tracking. - Nicolas Widynski; Séverine Dubuisson; Isabelle Bloch (ISVC (1), 2010)

Tree-structured Temporal Information for Fast Histogram Computation. - Séverine Dubuisson (VISAPP (2), 2010)

Simultaneous Partitioned Sampling for Articulated Object Tracking. - Christophe Gonzales; Séverine Dubuisson; Xuan Son Nguyen (ACIVS, 2011)

Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking. - Séverine Dubuisson; Christophe Gonzales; Xuan Son Nguyen (SUM, 2011)

Object Tracking based on Particle Filtering with Multiple Appearance Models. - Nicolas Widynski; Emanuel Aldea; Séverine Dubuisson; Isabelle Bloch (VISAPP, 2011)

Tree-structured image difference for fast histogram and distance between histograms computation. - Séverine Dubuisson (Pattern Recognit. Lett., 2011)

Integration of Fuzzy Spatial Information in Tracking Based on Particle Filtering. - Nicolas Widynski; Séverine Dubuisson; Isabelle Bloch (IEEE Trans. Syst. Man Cybern. Part B, 2011)

An optimized DBN-based mode-focussing particle filter. - Séverine Dubuisson; Christophe Gonzales (CVPR, 2012)

Min-Space Integral Histogram. - Séverine Dubuisson; Christophe Gonzales (ECCV (2), 2012)

Fast multiple histogram computation using Kruskal's algorithm. - Raoul Berger; Séverine Dubuisson; Christophe Gonzales (ICIP, 2012)

DBN-Based Combinatorial Resampling for Articulated Object Tracking. - Séverine Dubuisson; Christophe Gonzales; Xuan Son Nguyen (UAI, 2012)

Head Shape Estimation using a Particle Filter including Unknown Static Parameters. - Catherine Herold; Vincent Despiegel; Stéphane Gentric; Séverine Dubuisson; Isabelle Bloch (VISAPP (2), 2012)

Fragments based tracking with adaptive cue integration. - Erkut Erdem; Séverine Dubuisson; Isabelle Bloch (Comput. Vis. Image Underst., 2012)

Fuzzy spatial constraints and ranked partitioned sampling approach for multiple object tracking. - Nicolas Widynski; Séverine Dubuisson; Isabelle Bloch (Comput. Vis. Image Underst., 2012)

Visual tracking by fusing multiple cues with context-sensitive reliabilities. - Erkut Erdem; Séverine Dubuisson; Isabelle Bloch (Pattern Recognit., 2012)

Spatio-temporal target-measure association using an adaptive geometrical approach. - Abir El Abed; Séverine Dubuisson; Dominique Béréziat (Pattern Recognit. Lett., 2012)

Motion compensation based on tangent distance prediction for video compression. - Jonathan Fabrizio; Séverine Dubuisson; Dominique Béréziat (Signal Process. Image Commun., 2012)

Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. - Xuan Son Nguyen; Séverine Dubuisson; Christophe Gonzales (CAIP (1), 2013)

Sub-sample swapping for sequential Monte Carlo approximation of high-dimensional densities in the context of complex object tracking. - Séverine Dubuisson; Christophe Gonzales; Xuan Son Nguyen (Int. J. Approx. Reason., 2013)

Estimation de densités non paramétriques et multimodales par permutation de sous-particules. Application au suivi d'un ou de plusieurs objets synthétiques articulés. - Séverine Dubuisson; Christophe Gonzales (Rev. d'Intelligence Artif., 2013)

Towards Automated Video Analysis of Sensorimotor Assessment Data. - Ana B. Graciano Fouquier; Séverine Dubuisson; Isabelle Bloch; Anja Klöckner (ICPRAM, 2014)

3D Head Model Fitting Evaluation Protocol on Synthetic Databases for Acquisition System Comparison. - Catherine Herold; Vincent Despiegel; Stéphane Gentric; Séverine Dubuisson; Isabelle Bloch (VISAPP (3), 2014)

Recursive head reconstruction from multi-view video sequences. - Catherine Herold; Vincent Despiegel; Stéphane Gentric; Séverine Dubuisson; Isabelle Bloch (Comput. Vis. Image Underst., 2014)

Person-specific behavioural features for automatic stress detection. - Jonathan Aigrain; Séverine Dubuisson; Marcin Detyniecki; Mohamed Chetouani (FG, 2015)

Dynamic facial expression recognition by joint static and multi-time gap transition classification. - Arnaud Dapogny; Kevin Bailly; Séverine Dubuisson (FG, 2015)

A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection. - Christophe Gonzales; Séverine Dubuisson; Cristina E. Manfredotti (FLAIRS, 2015)

Pairwise Conditional Random Forests for Facial Expression Recognition. - Arnaud Dapogny; Kevin Bailly; Séverine Dubuisson (ICCV, 2015)

Using histogram representation and Earth Mover's Distance as an evaluation tool for text detection. - Stefania Calarasanu; Jonathan Fabrizio; Séverine Dubuisson (ICDAR, 2015)

A Self-adaptive Likelihood Function for Tracking with Particle Filter. - Séverine Dubuisson; Myriam Robert-Seidowsky; Jonathan Fabrizio (VISAPP (3), 2015)

TextTrail - A Robust Text Tracking Algorithm In Wild Environments. - Myriam Robert-Seidowsky; Jonathan Fabrizio; Séverine Dubuisson (VISAPP (3), 2015)

Combinatorial Resampling Particle Filter: An Effective and Efficient Method for Articulated Object Tracking. - Christophe Gonzales; Séverine Dubuisson (Int. J. Comput. Vis., 2015)

Video Event Detection Based Non-stationary Bayesian Networks. - Christophe Gonzales; Rim Romdhane; Séverine Dubuisson (ACIVS, 2016)

From Text Detection to Text Segmentation: A Unified Evaluation Scheme. - Stefania Calarasanu; Jonathan Fabrizio; Séverine Dubuisson (ECCV Workshops (1), 2016)

On leveraging crowdsourced data for automatic perceived stress detection. - Jonathan Aigrain; Arnaud Dapogny; Kevin Bailly; Séverine Dubuisson; Marcin Detyniecki; Mohamed Chetouani (ICMI, 2016)

Personality classification and behaviour interpretation: an approach based on feature categories. - Sheng Fang 003; Catherine Achard; Séverine Dubuisson (ICMI, 2016)

Towards the Rectification of Highly Distorted Texts. - Stefania Calarasanu; Séverine Dubuisson; Jonathan Fabrizio (VISIGRAPP (4: VISAPP), 2016)

Automatic and Generic Evaluation of Spatial and Temporal Errors in Sport Motions. - Marion Morel; Richard Kulpa; Anthony Sorel; Catherine Achard; Séverine Dubuisson (VISIGRAPP (3: VISAPP), 2016)

TextCatcher: a method to detect curved and challenging text in natural scenes. - Jonathan Fabrizio; Myriam Robert-Seidowsky; Séverine Dubuisson; Stefania Calarasanu; Raphaël Boissel (Int. J. Document Anal. Recognit., 2016)

What is a good evaluation protocol for text localization systems? Concerns, arguments, comparisons and solutions. - Stefania Calarasanu; Jonathan Fabrizio; Séverine Dubuisson (Image Vis. Comput., 2016)

A survey of datasets for visual tracking. - Séverine Dubuisson; Christophe Gonzales (Mach. Vis. Appl., 2016)

Multi-Output Random Forests for Facial Action Unit Detection. - Arnaud Dapogny; Kevin Bailly; Séverine Dubuisson (FG, 2017)

Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests. - Arnaud Dapogny; Kevin Bailly; Séverine Dubuisson (CoRR, 2017)

Automatic evaluation of sports motion: A generic computation of spatial and temporal errors. - Marion Morel; Catherine Achard; Richard Kulpa; Séverine Dubuisson (Image Vis. Comput., 2017)

JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions. - Arnaud Dapogny; Charline Grossard; Stéphanie Hun; Sylvie Serret; Jeremy Bourgeois; Hedy Jean-Marie; Pierre Foulon; Huaxiong Ding; Liming Chen 002; Séverine Dubuisson; Ouriel Grynszpan; David Cohen; et al. (FG, 2018)

Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit Detection. - Arnaud Dapogny; Kevin Bailly; Séverine Dubuisson (Int. J. Comput. Vis., 2018)

Modeling the synchrony between interacting people: application to role recognition. - Sheng Fang 003; Catherine Achard; Séverine Dubuisson (Multim. Tools Appl., 2018)

Time-series averaging using constrained dynamic time warping with tolerance. - Marion Morel; Catherine Achard; Richard Kulpa; Séverine Dubuisson (Pattern Recognit., 2018)

Multimodal Stress Detection from Multiple Assessments. - Jonathan Aigrain; Michel Spodenkiewicz; Séverine Dubuisson; Marcin Detyniecki; David Cohen; Mohamed Chetouani (IEEE Trans. Affect. Comput., 2018)

Crowd Behavior Characterization for Scene Tracking. - Gianni Franchi; Emanuel Aldea; Séverine Dubuisson; Isabelle Bloch (AVSS, 2019)

On Automatically Assessing Children's Facial Expressions Quality: A Study, Database, and Protocol. - Arnaud Dapogny; Charline Grossard; Stéphanie Hun; Sylvie Serret; Ouriel Grynszpan; Séverine Dubuisson; David Cohen; Kevin Bailly (Frontiers Comput. Sci., 2019)

Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests. - Arnaud Dapogny; Kevin Bailly; Séverine Dubuisson (IEEE Trans. Affect. Comput., 2019)

TRADI: Tracking Deep Neural Network Weight Distributions. - Gianni Franchi; Andrei Bursuc; Emanuel Aldea; Séverine Dubuisson; Isabelle Bloch (ECCV (17), 2020)

Tracking Hundreds of People in Densely Crowded Scenes With Particle Filtering Supervising Deep Convolutional Neural Networks. - Gianni Franchi; Emanuel Aldea; Séverine Dubuisson; Isabelle Bloch (ICIP, 2020)

One Versus all for deep Neural Network Incertitude (OVNNI) quantification. - Gianni Franchi; Andrei Bursuc; Emanuel Aldea; Séverine Dubuisson; Isabelle Bloch (CoRR, 2020)

MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks. - Gianni Franchi; Xuanlong Yu; Andrei Bursuc; Ángel Tena; Rémi Kazmierczak; Séverine Dubuisson; Emanuel Aldea; David Filliat (BMVC, 2022)

Latent Discriminant Deterministic Uncertainty. - Gianni Franchi; Xuanlong Yu; Andrei Bursuc; Emanuel Aldea; Séverine Dubuisson; David Filliat (ECCV (12), 2022)

One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification. - Gianni Franchi; Andrei Bursuc; Emanuel Aldea; Séverine Dubuisson; Isabelle Bloch (IEEE Access, 2022)

MUAD: Multiple Uncertainties for Autonomous Driving benchmark for multiple uncertainty types and tasks. - Gianni Franchi; Xuanlong Yu; Andrei Bursuc; Rémi Kazmierczak; Séverine Dubuisson; Emanuel Aldea; David Filliat (CoRR, 2022)

Facial Expression Recognition Using Light Field Cameras: A Comparative Study of Deep Learning Architectures. - Sabrine Djedjiga Oucherif; Mohamad Motasem Nawaf; Jean-Marc Boï; Lionel Nicod; Djamal Merad; Séverine Dubuisson (ICIP, 2023)

Enhancing Anomaly Detection in Melanoma Diagnosis Through Self-Supervised Training and Lesion Comparison. - Jules Collenne; Rabah Iguernaissi; Séverine Dubuisson; Djamal Merad (MLMI@MICCAI (2), 2023)

Weakly-Supervised Autism Severity Assessment in Long Videos. - Abid Ali 002; Mahmoud Ali; Camilla Barbini; Séverine Dubuisson; Jean-Marc Odobez; François Brémond; Susanne Thümmler (CBMI, 2024)

Reset: A Residual Set-Transformer Approach to Tackle the Ugly-Duckling Sign in Melanoma Detection. - Jules Collenne; Rabah Iguernaissi; Séverine Dubuisson; Djamal Merad (ICIP, 2024)

Comparative Analysis and Performance Evaluation on Depth Mapping : Light Field Cameras Versus Kinect Sensor. - Sabrine Djedjiga Oucherif; Mohamad Motasem Nawaf; Jean-Marc Boï; Lionel Nicod; Elodie Mallor; Séverine Dubuisson; Djamal Merad (IPTA, 2024)

GAF-Net: Video-Based Person Re-Identification via Appearance and Gait Recognitions. - Moncef Boujou; Rabah Iguernaissi; Lionel Nicod; Djamal Merad; Séverine Dubuisson (VISIGRAPP (2): VISAPP, 2024)

Gaining Explainability from a CNN for Stereotype Detection Based on Mice Stopping Behavior. - Raul Alfredo de Sousa Silva; Yasmine Belaidouni; Rabah Iguernaissi; Djamal Merad; Séverine Dubuisson (CoRR, 2024)

Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification. - Gianni Franchi; Andrei Bursuc; Emanuel Aldea; Séverine Dubuisson; Isabelle Bloch (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

In-Depth Analysis of GAF-Net: Comparative Fusion Approaches in Video-Based Person Re-Identification. - Moncef Boujou; Rabah Iguernaissi; Lionel Nicod; Djamal Merad; Séverine Dubuisson (Algorithms, 2024)

Enhancing Facial Expression Recognition through Light Field Cameras. - Sabrine Djedjiga Oucherif; Mohamad Motasem Nawaf; Jean-Marc Boï; Lionel Nicod; Elodie Mallor; Séverine Dubuisson; Djamal Merad (Sensors, 2024)