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Journal Articles
- 2024
[j27]Moncef Boujou
, Rabah Iguernaissi, Lionel Nicod, Djamal Merad, Séverine Dubuisson:
In-Depth Analysis of GAF-Net: Comparative Fusion Approaches in Video-Based Person Re-Identification. Algorithms 17(8): 352 (2024)- [j26]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): 2027-2040 (2024) - [j25]Sabrine Djedjiga Oucherif, Mohamad Motasem Nawaf, Jean-Marc Boï, Lionel Nicod, Elodie Mallor, Séverine Dubuisson, Djamal Merad:
Enhancing Facial Expression Recognition through Light Field Cameras. Sensors 24(17): 5724 (2024) - 2022
- [j24]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification. IEEE Access 10: 7300-7312 (2022) - 2019
- [j23]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: 5 (2019) - [j22]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): 167-181 (2019) - 2018
- [j21]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): 255-271 (2018) - [j20]Sheng Fang, Catherine Achard, Séverine Dubuisson:
Modeling the synchrony between interacting people: application to role recognition. Multim. Tools Appl. 77(1): 503-518 (2018) - [j19]Marion Morel, Catherine Achard, Richard Kulpa, Séverine Dubuisson:
Time-series averaging using constrained dynamic time warping with tolerance. Pattern Recognit. 74: 77-89 (2018) - [j18]Jonathan Aigrain, Michel Spodenkiewicz, Séverine Dubuisson, Marcin Detyniecki, David Cohen, Mohamed Chetouani:
Multimodal Stress Detection from Multiple Assessments. IEEE Trans. Affect. Comput. 9(4): 491-506 (2018) - 2017
- [j17]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: 67-78 (2017) - 2016
- [j16]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): 99-117 (2016) - [j15]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: 1-17 (2016) - [j14]Séverine Dubuisson, Christophe Gonzales:
A survey of datasets for visual tracking. Mach. Vis. Appl. 27(1): 23-52 (2016) - 2015
- [j13]Christophe Gonzales, Séverine Dubuisson:
Combinatorial Resampling Particle Filter: An Effective and Efficient Method for Articulated Object Tracking. Int. J. Comput. Vis. 112(3): 255-284 (2015) - 2014
- [j12]Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson, Isabelle Bloch:
Recursive head reconstruction from multi-view video sequences. Comput. Vis. Image Underst. 122: 182-201 (2014) - 2013
- [j11]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): 934-953 (2013) - [j10]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): 95-120 (2013) - 2012
- [j9]Erkut Erdem, Séverine Dubuisson, Isabelle Bloch:
Fragments based tracking with adaptive cue integration. Comput. Vis. Image Underst. 116(7): 827-841 (2012) - [j8]Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch:
Fuzzy spatial constraints and ranked partitioned sampling approach for multiple object tracking. Comput. Vis. Image Underst. 116(10): 1076-1094 (2012) - [j7]Erkut Erdem, Séverine Dubuisson, Isabelle Bloch:
Visual tracking by fusing multiple cues with context-sensitive reliabilities. Pattern Recognit. 45(5): 1948-1959 (2012) - [j6]Abir El Abed, Séverine Dubuisson, Dominique Béréziat:
Spatio-temporal target-measure association using an adaptive geometrical approach. Pattern Recognit. Lett. 33(6): 765-774 (2012) - [j5]Jonathan Fabrizio, Séverine Dubuisson, Dominique Béréziat:
Motion compensation based on tangent distance prediction for video compression. Signal Process. Image Commun. 27(2): 153-171 (2012) - 2011
- [j4]Séverine Dubuisson:
Tree-structured image difference for fast histogram and distance between histograms computation. Pattern Recognit. Lett. 32(3): 411-422 (2011) - [j3]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): 635-649 (2011) - 2009
- [j2]Séverine Dubuisson, Jonathan Fabrizio:
Optimal recursive clustering of likelihood functions for multiple object tracking. Pattern Recognit. Lett. 30(6): 606-614 (2009) - 2002
- [j1]Séverine Dubuisson, Franck Davoine, Mylène Masson:
A solution for facial expression representation and recognition. Signal Process. Image Commun. 17(9): 657-673 (2002)
Conference and Workshop Papers
- 2024
- [c53]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: 493-500 - 2023
- [c52]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: 3324-3328 - [c51]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: 155-163 - 2022
- [c50]Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Ángel 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: 398 - [c49]Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, David Filliat:
Latent Discriminant Deterministic Uncertainty. ECCV (12) 2022: 243-260 - 2020
- [c48]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
TRADI: Tracking Deep Neural Network Weight Distributions. ECCV (17) 2020: 105-121 - [c47]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: 2071-2075 - 2019
- [c46]Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
Crowd Behavior Characterization for Scene Tracking. AVSS 2019: 1-8 - 2018
- [c45]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: 723-730 - 2017
- [c44]Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson:
Multi-Output Random Forests for Facial Action Unit Detection. FG 2017: 135-140 - 2016
- [c43]Christophe Gonzales, Rim Romdhane, Séverine Dubuisson:
Video Event Detection Based Non-stationary Bayesian Networks. ACIVS 2016: 419-430 - [c42]Stefania Calarasanu, Jonathan Fabrizio, Séverine Dubuisson:
From Text Detection to Text Segmentation: A Unified Evaluation Scheme. ECCV Workshops (1) 2016: 378-394 - [c41]Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani:
On leveraging crowdsourced data for automatic perceived stress detection. ICMI 2016: 113-120 - [c40]Sheng Fang, Catherine Achard, Séverine Dubuisson:
Personality classification and behaviour interpretation: an approach based on feature categories. ICMI 2016: 225-232 - [c39]Stefania Calarasanu, Séverine Dubuisson, Jonathan Fabrizio:
Towards the Rectification of Highly Distorted Texts. VISIGRAPP (4: VISAPP) 2016: 241-248 - [c38]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: 544-553 - 2015
- [c37]Jonathan Aigrain, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani:
Person-specific behavioural features for automatic stress detection. FG 2015: 1-6 - [c36]Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson:
Dynamic facial expression recognition by joint static and multi-time gap transition classification. FG 2015: 1-6 - [c35]Christophe Gonzales, Séverine Dubuisson, Cristina E. Manfredotti:
A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection. FLAIRS 2015: 564-569 - [c34]Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson:
Pairwise Conditional Random Forests for Facial Expression Recognition. ICCV 2015: 3783-3791 - [c33]Stefania Calarasanu, Jonathan Fabrizio, Séverine Dubuisson:
Using histogram representation and Earth Mover's Distance as an evaluation tool for text detection. ICDAR 2015: 221-225 - [c32]Myriam Robert-Seidowsky, Jonathan Fabrizio, Séverine Dubuisson:
TextTrail - A Robust Text Tracking Algorithm In Wild Environments. VISAPP (3) 2015: 268-276 - [c31]Séverine Dubuisson, Myriam Robert-Seidowsky, Jonathan Fabrizio:
A Self-adaptive Likelihood Function for Tracking with Particle Filter. VISAPP (3) 2015: 446-453 - 2014
- [c30]Ana B. Graciano Fouquier, Séverine Dubuisson, Isabelle Bloch, Anja Klöckner:
Towards Automated Video Analysis of Sensorimotor Assessment Data. ICPRAM 2014: 735-740 - [c29]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: 296-305 - 2013
- [c28]Xuan Son Nguyen, Séverine Dubuisson, Christophe Gonzales:
Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. CAIP (1) 2013: 319-326 - 2012
- [c27]Séverine Dubuisson, Christophe Gonzales:
An optimized DBN-based mode-focussing particle filter. CVPR 2012: 1934-1939 - [c26]Séverine Dubuisson, Christophe Gonzales:
Min-Space Integral Histogram. ECCV (2) 2012: 188-201 - [c25]Raoul Berger, Séverine Dubuisson, Christophe Gonzales:
Fast multiple histogram computation using Kruskal's algorithm. ICIP 2012: 2373-2376 - [c24]Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen:
DBN-Based Combinatorial Resampling for Articulated Object Tracking. UAI 2012: 237-246 - [c23]Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson, Isabelle Bloch:
Head Shape Estimation using a Particle Filter including Unknown Static Parameters. VISAPP (2) 2012: 284-293 - 2011
- [c22]Christophe Gonzales, Séverine Dubuisson, Xuan Son Nguyen:
Simultaneous Partitioned Sampling for Articulated Object Tracking. ACIVS 2011: 150-161 - [c21]Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen:
Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking. SUM 2011: 525-538 - [c20]Nicolas Widynski, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
Object Tracking based on Particle Filtering with Multiple Appearance Models. VISAPP 2011: 604-609 - 2010
- [c19]Séverine Dubuisson:
The computation of the Bhattacharyya distance between histograms without histograms. IPTA 2010: 373-378 - [c18]Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch:
Particle filtering with fuzzy spatial relations for object tracking. IPTA 2010: 391-396 - [c17]Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch:
Introducing Fuzzy Spatial Constraints in a Ranked Partitioned Sampling for Multi-object Tracking. ISVC (1) 2010: 393-404 - [c16]Séverine Dubuisson:
Tree-structured Temporal Information for Fast Histogram Computation. VISAPP (2) 2010: 13-22 - 2007
- [c15]Abir El Abed, Séverine Dubuisson, Dominique Béréziat:
ENMIM: Energetic Normalized Mutual Information Model for Online Multiple Object Tracking with Unlearned Motions. ACIVS 2007: 955-967 - [c14]Wafa Rekik, Dominique Béréziat, Séverine Dubuisson:
3D+t Reconstruction in the Context of Locally Spheric Shaped Data Observation. CAIP 2007: 482-489 - [c13]Jonathan Fabrizio, Séverine Dubuisson:
Motion Estimation using Tangent Distance. ICIP (1) 2007: 489-492 - [c12]Abir El Abed, Séverine Dubuisson, Dominique Béréziat:
Energetic Particle Filter for Online Multiple Target Tracking. ICIP (1) 2007: 493-496 - [c11]Abir El Abed, Séverine Dubuisson, Dominique Béréziat:
Energy Association Filter for Online Data Association with Missing Data. VISIGRAPP (Selected Papers) 2007: 244-257 - [c10]Abir El Abed, Séverine Dubuisson, Dominique Béréziat:
Energy minimization approach for online data association with missing data. VISAPP (2) 2007: 371-378 - 2006
- [c9]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: 185-196 - [c8]Séverine Dubuisson:
An adaptive clustering for multiple object tracking in sequences in and beyond the visible spectrum. CVPR Workshops 2006: 142 - [c7]Wafa Rekik, Dominique Béréziat, Séverine Dubuisson:
Optical flow computation and visualization in spherical context. Application on 3D+t bio-cellular sequences. EMBC 2006: 1645-1648 - [c6]Séverine Dubuisson:
Recursive Clustering for Multiple Object Tracking. ICIP 2006: 2805-2808 - [c5]Wafa Rekik, Dominique Béréziat, Séverine Dubuisson:
Image processing in spheric-shaped data using a geographical transformation. Application to bio-cellular imaging. ISBI 2006: 1256-1259 - 2005
- [c4]Wafa Rekik, Dominique Béréziat, Séverine Dubuisson:
MAPVIS: A Map-Projection Based Tool for Visualizing Scalar and Vectorial Information Lying on Spheroidal Surfaces. IV 2005: 636-641 - 2002
- [c3]Séverine Dubuisson, Franck Davoine:
Facial expression recognition by combination of classifiers. EUSIPCO 2002: 1-4 - 2001
- [c2]Séverine Dubuisson, Franck Davoine, Jean Pierre Cocquerez:
Automatic Facial Feature Extraction and Facial Expression Recognition. AVBPA 2001: 121-126 - 1999
- [c1]Séverine Dubuisson, Franck Davoine:
Motion Compensation Using Adaptive Rectangular Partitions. ICIP (1) 1999: 56-60
Informal and Other Publications
- 2024
- [i10]Abid Ali, Mahmoud Ali, Jean-Marc Odobez, Camilla Barbini, Séverine Dubuisson, François Brémond, Susanne Thümmler:
Weakly-supervised Autism Severity Assessment in Long Videos. CoRR abs/2407.09159 (2024) - 2022
- [i9]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 abs/2203.01437 (2022) - [i8]Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, David Filliat:
Latent Discriminant deterministic Uncertainty. CoRR abs/2207.10130 (2022) - 2020
- [i7]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
One Versus all for deep Neural Network Incertitude (OVNNI) quantification. CoRR abs/2006.00954 (2020) - [i6]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification. CoRR abs/2012.02818 (2020) - 2019
- [i5]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
TRADI: Tracking deep neural network weight distributions. CoRR abs/1912.11316 (2019) - 2017
- [i4]Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson:
Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests. CoRR abs/1703.01597 (2017) - 2016
- [i3]Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson:
Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests. CoRR abs/1607.06250 (2016) - [i2]Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson:
Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection. CoRR abs/1607.06290 (2016) - 2012
- [i1]Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen:
DBN-Based Combinatorial Resampling for Articulated Object Tracking. CoRR abs/1210.4863 (2012)
Coauthor Index
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