Séverine Dubuisson

94 papers A* 2A 3B 16C 4Misc 1Journal 38Unranked 30

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