Séverine Dubuisson

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 37

Top Topics

Expression Recognition

Event Detection

Particle Filter

Top Venues

Publications

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification. IEEE Trans. Pattern Anal. Mach. Intell. 46 (4) (2024)
Abid Ali, Mahmoud Ali, Jean-Marc Odobez, Camilla Barbini, Séverine Dubuisson, François Brémond, Susanne Thümmler
Weakly-supervised Autism Severity Assessment in Long Videos. CoRR (2024)
Moncef Boujou, Rabah Iguernaissi, Lionel Nicod, Djamal Merad, Séverine Dubuisson
GAF-Net: Video-Based Person Re-Identification via Appearance and Gait Recognitions. VISIGRAPP (2): VISAPP (2024)
Jules Collenne, Rabah Iguernaissi, Séverine Dubuisson, Djamal Merad
Enhancing Anomaly Detection in Melanoma Diagnosis Through Self-Supervised Training and Lesion Comparison. MLMI@MICCAI (2) (2023)
Sabrine Djedjiga Oucherif, Mohamad Motasem Nawaf, Jean-Marc Boï, Lionel Nicod, Djamal Merad, Séverine Dubuisson
Facial Expression Recognition Using Light Field Cameras: A Comparative Study of Deep Learning Architectures. ICIP (2023)
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification. IEEE Access 10 (2022)
Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, David Filliat
Latent Discriminant deterministic Uncertainty. CoRR (2022)
Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat
MUAD: Multiple Uncertainties for Autonomous Driving benchmark for multiple uncertainty types and tasks. CoRR (2022)
Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, David Filliat
Latent Discriminant Deterministic Uncertainty. ECCV (12) (2022)
Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Angel Tena, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks. BMVC (2022)
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification. CoRR (2020)
Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
Tracking Hundreds of People in Densely Crowded Scenes With Particle Filtering Supervising Deep Convolutional Neural Networks. ICIP (2020)
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
TRADI: Tracking Deep Neural Network Weight Distributions. ECCV (17) (2020)
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
One Versus all for deep Neural Network Incertitude (OVNNI) quantification. CoRR (2020)
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
TRADI: Tracking deep neural network weight distributions. CoRR (2019)
Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests. IEEE Trans. Affect. Comput. 10 (2) (2019)
Arnaud Dapogny, Charline Grossard, Stéphanie Hun, Sylvie Serret, Ouriel Grynszpan, Séverine Dubuisson, David Cohen, Kevin Bailly
On Automatically Assessing Children's Facial Expressions Quality: A Study, Database, and Protocol. Frontiers Comput. Sci. 1 (2019)
Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
Crowd Behavior Characterization for Scene Tracking. AVSS (2019)
Jonathan Aigrain, Michel Spodenkiewicz, Séverine Dubuisson, Marcin Detyniecki, David Cohen, Mohamed Chetouani
Multimodal Stress Detection from Multiple Assessments. IEEE Trans. Affect. Comput. 9 (4) (2018)
Arnaud Dapogny, Charline Grossard, Stéphanie Hun, Sylvie Serret, Jeremy Bourgeois, Hedy Jean-Marie, Pierre Foulon, Huaxiong Ding, Liming Chen, Séverine Dubuisson, Ouriel Grynszpan, David Cohen, Kevin Bailly
JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions. FG (2018)
Sheng Fang, Catherine Achard, Séverine Dubuisson
Modeling the synchrony between interacting people: application to role recognition. Multim. Tools Appl. 77 (1) (2018)
Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit Detection. Int. J. Comput. Vis. 126 (2-4) (2018)
Marion Morel, Catherine Achard, Richard Kulpa, Séverine Dubuisson
Time-series averaging using constrained dynamic time warping with tolerance. Pattern Recognit. 74 (2018)
Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests. CoRR (2017)
Marion Morel, Catherine Achard, Richard Kulpa, Séverine Dubuisson
Automatic evaluation of sports motion: A generic computation of spatial and temporal errors. Image Vis. Comput. 64 (2017)
Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
Multi-Output Random Forests for Facial Action Unit Detection. FG (2017)
Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests. CoRR (2016)
Christophe Gonzales, Rim Romdhane, Séverine Dubuisson
Video Event Detection Based Non-stationary Bayesian Networks. ACIVS (2016)
Jonathan Fabrizio, Myriam Robert-Seidowsky, Séverine Dubuisson, Stefania Calarasanu, Raphaël Boissel
TextCatcher: a method to detect curved and challenging text in natural scenes. Int. J. Document Anal. Recognit. 19 (2) (2016)
Stefania Calarasanu, Séverine Dubuisson, Jonathan Fabrizio
Towards the Rectification of Highly Distorted Texts. VISIGRAPP (4: VISAPP) (2016)
Sheng Fang, Catherine Achard, Séverine Dubuisson
Personality classification and behaviour interpretation: an approach based on feature categories. ICMI (2016)
Marion Morel, Richard Kulpa, Anthony Sorel, Catherine Achard, Séverine Dubuisson
Automatic and Generic Evaluation of Spatial and Temporal Errors in Sport Motions. VISIGRAPP (3: VISAPP) (2016)
Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection. CoRR (2016)
Séverine Dubuisson, Christophe Gonzales
A survey of datasets for visual tracking. Mach. Vis. Appl. 27 (1) (2016)
Stefania Calarasanu, Jonathan Fabrizio, Séverine Dubuisson
What is a good evaluation protocol for text localization systems? Concerns, arguments, comparisons and solutions. Image Vis. Comput. 46 (2016)
Stefania Calarasanu, Jonathan Fabrizio, Séverine Dubuisson
From Text Detection to Text Segmentation: A Unified Evaluation Scheme. ECCV Workshops (1) (2016)
Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani
On leveraging crowdsourced data for automatic perceived stress detection. ICMI (2016)
Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
Pairwise Conditional Random Forests for Facial Expression Recognition. ICCV (2015)
Stefania Calarasanu, Jonathan Fabrizio, Séverine Dubuisson
Using histogram representation and Earth Mover's Distance as an evaluation tool for text detection. ICDAR (2015)
Myriam Robert-Seidowsky, Jonathan Fabrizio, Séverine Dubuisson
TextTrail - A Robust Text Tracking Algorithm In Wild Environments. VISAPP (3) (2015)
Jonathan Aigrain, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani
Person-specific behavioural features for automatic stress detection. FG (2015)
Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
Dynamic facial expression recognition by joint static and multi-time gap transition classification. FG (2015)
Séverine Dubuisson, Myriam Robert-Seidowsky, Jonathan Fabrizio
A Self-adaptive Likelihood Function for Tracking with Particle Filter. VISAPP (3) (2015)
Christophe Gonzales, Séverine Dubuisson
Combinatorial Resampling Particle Filter: An Effective and Efficient Method for Articulated Object Tracking. Int. J. Comput. Vis. 112 (3) (2015)
Christophe Gonzales, Séverine Dubuisson, Cristina E. Manfredotti
A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection. FLAIRS Conference (2015)
Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson, Isabelle Bloch
Recursive head reconstruction from multi-view video sequences. Comput. Vis. Image Underst. 122 (2014)
Ana B. Graciano Fouquier, Séverine Dubuisson, Isabelle Bloch, Anja Klöckner
Towards Automated Video Analysis of Sensorimotor Assessment Data. ICPRAM (2014)
Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson, Isabelle Bloch
3D Head Model Fitting Evaluation Protocol on Synthetic Databases for Acquisition System Comparison. VISAPP (3) (2014)
Xuan Son Nguyen, Séverine Dubuisson, Christophe Gonzales
Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. CAIP (1) (2013)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
Sub-sample swapping for sequential Monte Carlo approximation of high-dimensional densities in the context of complex object tracking. Int. J. Approx. Reason. 54 (7) (2013)
Séverine Dubuisson, Christophe Gonzales
Estimation de densités non paramétriques et multimodales par permutation de sous-particules. Application au suivi d'un ou de plusieurs objets synthétiques articulés. Rev. d'Intelligence Artif. 27 (1) (2013)
Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson, Isabelle Bloch
Head Shape Estimation using a Particle Filter including Unknown Static Parameters. VISAPP (2) (2012)
Séverine Dubuisson, Christophe Gonzales
Min-Space Integral Histogram. ECCV (2) (2012)
Raoul Berger, Séverine Dubuisson, Christophe Gonzales
Fast multiple histogram computation using Kruskal's algorithm. ICIP (2012)
Séverine Dubuisson, Christophe Gonzales
An optimized DBN-based mode-focussing particle filter. CVPR (2012)
Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch
Fuzzy spatial constraints and ranked partitioned sampling approach for multiple object tracking. Comput. Vis. Image Underst. 116 (10) (2012)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
DBN-Based Combinatorial Resampling for Articulated Object Tracking. UAI (2012)
Jonathan Fabrizio, Séverine Dubuisson, Dominique Béréziat
Motion compensation based on tangent distance prediction for video compression. Signal Process. Image Commun. 27 (2) (2012)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
DBN-Based Combinatorial Resampling for Articulated Object Tracking CoRR (2012)
Erkut Erdem, Séverine Dubuisson, Isabelle Bloch
Fragments based tracking with adaptive cue integration. Comput. Vis. Image Underst. 116 (7) (2012)
Abir El Abed, Séverine Dubuisson, Dominique Béréziat
Spatio-temporal target-measure association using an adaptive geometrical approach. Pattern Recognit. Lett. 33 (6) (2012)
Erkut Erdem, Séverine Dubuisson, Isabelle Bloch
Visual tracking by fusing multiple cues with context-sensitive reliabilities. Pattern Recognit. 45 (5) (2012)
Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch
Integration of Fuzzy Spatial Information in Tracking Based on Particle Filtering. IEEE Trans. Syst. Man Cybern. Part B 41 (3) (2011)
Nicolas Widynski, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
Object Tracking based on Particle Filtering with Multiple Appearance Models. VISAPP (2011)
Séverine Dubuisson
Tree-structured image difference for fast histogram and distance between histograms computation. Pattern Recognit. Lett. 32 (3) (2011)
Christophe Gonzales, Séverine Dubuisson, Xuan Son Nguyen
Simultaneous Partitioned Sampling for Articulated Object Tracking. ACIVS (2011)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking. SUM (2011)
Séverine Dubuisson
The computation of the Bhattacharyya distance between histograms without histograms. IPTA (2010)
Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch
Particle filtering with fuzzy spatial relations for object tracking. IPTA (2010)
Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch
Introducing Fuzzy Spatial Constraints in a Ranked Partitioned Sampling for Multi-object Tracking. ISVC (1) (2010)
Séverine Dubuisson
Tree-structured Temporal Information for Fast Histogram Computation. VISAPP (2) (2010)
Séverine Dubuisson, Jonathan Fabrizio
Optimal recursive clustering of likelihood functions for multiple object tracking. Pattern Recognit. Lett. 30 (6) (2009)
Abir El Abed, Séverine Dubuisson, Dominique Béréziat
Energy minimization approach for online data association with missing data. VISAPP (2) (2007)
Abir El Abed, Séverine Dubuisson, Dominique Béréziat
ENMIM: Energetic Normalized Mutual Information Model for Online Multiple Object Tracking with Unlearned Motions. ACIVS (2007)
Wafa Rekik, Dominique Béréziat, Séverine Dubuisson
3D+t Reconstruction in the Context of Locally Spheric Shaped Data Observation. CAIP (2007)
Abir El Abed, Séverine Dubuisson, Dominique Béréziat
Energy Association Filter for Online Data Association with Missing Data. VISIGRAPP (Selected Papers) (2007)
Abir El Abed, Séverine Dubuisson, Dominique Béréziat
Energetic Particle Filter for Online Multiple Target Tracking. ICIP (1) (2007)
Jonathan Fabrizio, Séverine Dubuisson
Motion Estimation using Tangent Distance. ICIP (1) (2007)
Wafa Rekik, Dominique Béréziat, Séverine Dubuisson
Optical flow computation and visualization in spherical context. Application on 3D+t bio-cellular sequences. EMBC (2006)
Abir El Abed, Séverine Dubuisson, Dominique Béréziat
Comparison of Statistical and Shape-Based Approaches for Non-rigid Motion Tracking with Missing Data Using a Particle Filter. ACIVS (2006)
Séverine Dubuisson
An adaptive clustering for multiple object tracking in sequences in and beyond the visible spectrum. CVPR Workshops (2006)
Wafa Rekik, Dominique Béréziat, Séverine Dubuisson
Image processing in spheric-shaped data using a geographical transformation. Application to bio-cellular imaging. ISBI (2006)
Séverine Dubuisson
Recursive Clustering for Multiple Object Tracking. ICIP (2006)
Wafa Rekik, Dominique Béréziat, Séverine Dubuisson
MAPVIS: A Map-Projection Based Tool for Visualizing Scalar and Vectorial Information Lying on Spheroidal Surfaces. IV (2005)
Séverine Dubuisson, Franck Davoine
Facial expression recognition by combination of classifiers. EUSIPCO (2002)
Séverine Dubuisson, Franck Davoine, Mylène Masson
A solution for facial expression representation and recognition. Signal Process. Image Commun. 17 (9) (2002)
Séverine Dubuisson, Franck Davoine, Jean Pierre Cocquerez
Automatic Facial Feature Extraction and Facial Expression Recognition. AVBPA (2001)
Séverine Dubuisson, Franck Davoine
Motion Compensation Using Adaptive Rectangular Partitions. ICIP (1) (1999)