Séverine Dubuisson

Marion Morel, Catherine Achard, Richard Kulpa, Séverine Dubuisson. Time-series averaging using constrained dynamic time warping with tolerance. Pattern Recognition, Elsevier, 2018, 74, pp.77-89. ⟨10.1016/j.patcog.2017.08.015⟩. ⟨hal-01630288⟩

Sheng Fang, Catherine Achard, Séverine Dubuisson. Modeling the synchrony between interacting people: application to role recognition. Multimedia Tools and Applications, Springer Verlag, 2018, 77 (1), pp.503-518. ⟨10.1007/s11042-016-4267-4⟩. ⟨hal-02076580⟩

Michel Spodenkiewicz, Jonathan Aigrain, Nadège Bourvis, Séverine Dubuisson, Mohamed Chetouani, et al.. Distinguish self- and hetero-perceived stress through behavioral imaging and physiological features. Progress in Neuro-Psychopharmacology and Biological Psychiatry, Elsevier, 2018, 82, pp.107-114. ⟨10.1016/j.pnpbp.2017.11.023⟩. ⟨hal-02076860⟩

Marion Morel, Catherine Achard, Richard Kulpa, Séverine Dubuisson. Automatic evaluation of sports motion: A generic computation of spatial and temporal errors. Image and Vision Computing, Elsevier, 2017, 64, pp.67-78. ⟨10.1016/j.imavis.2017.05.008⟩. ⟨hal-01586401⟩

Jonathan Aigrain, Michel Spodenkiewicz, Severine Dubuisson, Marcin Detyniecki, David Cohen, et al.. Multimodal stress detection from multiple assessments. IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, 2016, PP (99), pp.1 - 1. ⟨10.1109/TAFFC.2016.2631594⟩. ⟨hal-01416517⟩

Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection. International Journal of Computer Vision, Springer Verlag, 2016, pp.1-17. ⟨10.1007/s11263-017-1010-1⟩. ⟨hal-01509850⟩

Séverine Dubuisson, Christophe Gonzales. A survey of datasets for visual tracking. Machine Vision and Applications, Springer Verlag, 2016, 27 (1), pp.23-52. ⟨10.1007/s00138-015-0713-y⟩. ⟨hal-01217152⟩

Christophe Gonzales, Séverine Dubuisson. Combinatorial Resampling Particle Filter: an Effective and Efficient Method for Articulated Object Tracking. International Journal of Computer Vision, Springer Verlag, 2015, 112 (3), pp.255-284. ⟨10.1007/s11263-014-0763-z⟩. ⟨hal-01170027⟩

Severine 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. International Journal of Approximate Reasoning, Elsevier, 2013, Special issue: Uncertainty in Artificial Intelligence and Databases, 54 (7), pp.934-953. ⟨10.1016/j.ijar.2013.03.002⟩. ⟨hal-00820473⟩

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. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2013, 27 (1), pp.95-120. ⟨10.3166/ria.27.95-120⟩. ⟨hal-01146528⟩

Abir El Abed, Séverine Dubuisson, Dominique Béréziat. Spatio-temporal target-measure association using an adaptive geometrical approach. Pattern Recognition Letters, Elsevier, 2012, 33 (6), pp.765-774. ⟨10.1016/j.patrec.2011.11.018⟩. ⟨hal-01146522⟩

Erkut Erdem, Séverine Dubuisson, Isabelle Bloch. Visual Tracking by Fusing Multiple Cues with Context-Sensitive Reliabilities. Pattern Recognition, Elsevier, 2012, 45 (5), pp.1948-1959. ⟨10.1016/j.patcog.2011.10.028⟩. ⟨hal-00659920⟩

Jonathan Fabrizio, Séverine Dubuisson, Dominique Béréziat. Motion compensation based on Tangent Distance prediction for video compression. Signal Processing: Image Communication, Elsevier, 2012, 27 (2), pp.153-171. ⟨10.1016/j.image.2011.12.001⟩. ⟨hal-01146523⟩

Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch. Integration of Fuzzy Spatial Information in Tracking Based on Particle Filtering. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Institute of Electrical and Electronics Engineers, 2011, 41 (3), pp.635-649. ⟨10.1109/TSMCB.2010.2064767⟩. ⟨hal-00594952⟩

Séverine Dubuisson. Tree-structured image difference for fast histogram and distance between histograms computation. Pattern Recognition Letters, Elsevier, 2011, 32 (3), pp.411-422. ⟨10.1016/j.patrec.2010.11.002⟩. ⟨hal-01146507⟩

Séverine Dubuisson, Jonathan Fabrizio. Optimal recursive clustering of likelihood functions for multiple object tracking. Pattern Recognition Letters, Elsevier, 2009, 30 (6), pp.606-614. ⟨10.1016/j.patrec.2009.01.001⟩. ⟨hal-01146516⟩

Franck Davoine, Séverine Dubuisson, Mylène Masson. A solution for facial expression representation and recognition. Signal Processing: Image Communication, Elsevier, 2002, 17 (9), pp.657-673. ⟨hal-00143701⟩

G. Franchi, E. Aldea, Séverine Dubuisson, I. Bloch. Tracking hundreds of people in densely crowded scenes with particle filtering supervising deep convolutional neural networks. IEEE International Conference on Image Processing (ICIP), 2020, Abu Dhabi, Unknown Region. ⟨hal-02916158⟩

G. Franchi, A. Bursuc, E. Aldea, Séverine Dubuisson, I. Bloch. TRADI: Tracking deep neural network weight distributions. European Conference on Computer Vision (ECCV), 2020, Glasgow, United Kingdom. ⟨hal-02916159⟩

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. TRADI: Tracking deep neural network weight distributions. 16th European Conference on Computer Vision. ECCV 2020, Aug 2020, Online Event, France. ⟨hal-02922336⟩

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification. NeurIPS workshop on Bayesian Deep Learning, Dec 2020, Vancouver, Canada. ⟨hal-03097035⟩

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. One Versus all for deep Neural Network Incertitude (OVNNI) quantification. NeurIPS workshop on Bayesian Deep Learning, Dec 2020, Vancouver, Canada. ⟨hal-03097063⟩

Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. Crowd Behavior Characterization for Scene Tracking. 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2019, Taipei, Taiwan. pp.1-8, ⟨10.1109/AVSS.2019.8909893⟩. ⟨hal-02472760⟩

Arnaud Dapogny, Charline Grossard, Stephanie Hun, Sylvie Serret, Jérémy Bourgeois, et al.. JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions. 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), May 2018, Xi'an, France. pp.723-730, ⟨10.1109/FG.2018.00114⟩. ⟨hal-02076870⟩

Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson, Marcin Detyniecki, et al.. On leveraging crowdsourced data for automatic perceived stress detection. ICMI 2016 - 18th ACM International Conference on Multimodal Interaction, Nov 2016, Tokyo, Japan. pp.113-120, ⟨10.1145/2993148.2993200⟩. ⟨hal-02422960⟩

Sheng Fang, Catherine Achard, Séverine Dubuisson. Personality classification and behaviour interpretation: an approach based on feature categories. the 18th ACM International Conference, Nov 2016, Tokyo, France. pp.225-232, ⟨10.1145/2993148.2993201⟩. ⟨hal-02460978⟩

Marion Morel, Richard Kulpa, Anthony Sorel, Catherine Achard, Séverine Dubuisson. Automatic and Generic Evaluation of Spatial and Temporal Errors in Sport Motions. 11th International Conference on Computer Vision Theory and Applications (VISAPP 2016), Feb 2016, Rome, Italy. pp.542-551, ⟨10.5220/0005778505420551⟩. ⟨hal-01373822⟩

Jonathan Aigrain, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani. Person-specific behavioural features for automatic stress detection. IEEE Conference on Automatic Face and Gesture Recognition, May 2015, Ljubljana, Slovenia. ⟨10.1109/FG.2015.7284844⟩. ⟨hal-01364098⟩

Christophe Gonzales, Séverine Dubuisson, Cristina E. Manfredotti. A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection. Florida Artificial Intelligence Research Society Conference, May 2015, Hollywood, Florida, United States. pp.564-569. ⟨hal-01211800⟩

A. B. Graciano, Séverine Dubuisson, Isabelle Bloch, Anja Kloeckner. Towards Automated Video Analysis of Sensorimotor Assessment Data. International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2014, Angers, France. pp.735-740. ⟨hal-02412468⟩

Xuan Son Nguyen, Séverine Dubuisson, Christophe Gonzales. Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. 15th International Conference on Computer Analysis of Images and Patterns, CAIP 2013, Aug 2013, York, United Kingdom. pp.319-326, ⟨10.1007/978-3-642-40261-6_38⟩. ⟨hal-01219699⟩

Séverine Dubuisson, Christophe Gonzales. An Optimized {DBN}-Based Mode-Focussing Particle Filter. International Conference on Computer Vision and Pattern Recognition (CVPR'12), Jun 2012, Providence, United States. pp.1934-1939, ⟨10.1109/CVPR.2012.6247894⟩. ⟨hal-01270034⟩

Séverine Dubuisson, Christophe Gonzales. Min-Space Integral Histogram. European Conference on Computer Vision (ECCV'12), Oct 2012, Florence, Italy. pp.188-201, ⟨10.1007/978-3-642-33709-3_14⟩. ⟨hal-01273071⟩

Severine Dubuisson, Christophe Gonzales, Xuan Son Nguyen. Dbn-based combinatorial resampling for articulated object tracking. Conference on Uncertainty in Artificial Intelligence (UAI'12), Aug 2012, Catalina Island, United States. pp.237-246. ⟨hal-00821797⟩

Raoul Berger, Séverine Dubuisson, Christophe Gonzales. Fast multiple histogram computation using Kruskal's algorithm. International Conference on Image Processing (ICIP'12), Sep 2012, Orlando, United States. pp.2373-2376, ⟨10.1109/ICIP.2012.6467374⟩. ⟨hal-01269933⟩

Séverine Dubuisson, Christophe Gonzales. Estimation de densités complexes par permutation de sous-échantillons. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. ⟨hal-00656495⟩

Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson, Isabelle Bloch. Head shape estimation using a particle filter including unknown static parameters. International Conference on Computer Vision Theory and Application (VISAPP'12), Feb 2012, Rome, Italy. pp.284-293, ⟨10.5220/0003855002840293⟩. ⟨hal-01269720⟩

Nicolas Widynski, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. Object Tracking based on Particle Filtering with Multiple Appearance Models. Sixth International Conference on Computer Vision Theory and Applications (VISAPP'11), Mar 2011, Algarve, Portugal. pp.604-609, ⟨10.5220/0003334606040609⟩. ⟨hal-00593420⟩

Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen. Swapping-Based Partitioned Sampling for better complex density estimation: application to articulated object tracking. 5th International Conference on Scalable Uncertainty Management (SUM'11), Oct 2011, Dayton, OH, United States. pp.525-538, ⟨10.1007/978-3-642-23963-2_41⟩. ⟨hal-00821841⟩

Christophe Gonzales, Séverine Dubuisson, Xuan Son Nguyen. Simultaneous Partitioned Sampling for articulated object tracking. Advanced Concepts for Intelligent Vision Systems (ACIVS'11), Aug 2011, Ghent, Belgium. pp.150-161, ⟨10.1007/978-3-642-23687-7_14⟩. ⟨hal-01285664⟩

Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch. Introducing Fuzzy Spatial Constraints in a Ranked Partitioned Sampling for Multi-Object Tracking. 6th International Symposium on Visual Computing (ISVC'10), Nov 2010, Las Vegas, Nevada, United States. pp.393-404, ⟨10.1007/978-3-642-17289-2_38⟩. ⟨hal-00593419⟩

Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch. Intégration d'informations spatiales floues dans le filtre particulaire : application au suivi de formes. Congrès francophone sur la Reconnaissance des Formes et l'Intelligence Artificielle (RFIA'10), Jan 2010, Caen, France. pp.591-598. ⟨hal-00593422⟩

Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch. Particle filtering with fuzzy spatial relations for object tracking. 2nd International Conference on Image Processing Theory Tools and Applications (IPTA'10), Jul 2010, Paris, France. pp.391-396, ⟨10.1109/IPTA.2010.5586806⟩. ⟨hal-00593421⟩

Séverine Dubuisson. The computation of the Bhattacharyya distance between histograms without histograms. 2nd International Conference on Image Processing Theory Tools and Applications (IPTA'10), Jul 2010, Paris, France. pp.373-378, ⟨10.1109/IPTA.2010.5586745⟩. ⟨hal-01290744⟩

Séverine Dubuisson. Tree-structured temporal information for fast histogram computation. Fifth International Conference on Computer Vision Theory and Applications (VISAPP'10), 2010, Angers, France. pp.1-10. ⟨hal-01290751⟩

Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch. Intégration de relations spatiales floues dans un filtre particulaire pour le suivi d'objets. XXIIe colloque GRETSI (traitement du signal et des images), Dijon (FRA), 8-11 septembre 2009, Sep 2009, Dijon, France. pp.1-4. ⟨hal-01295139⟩

Abir El Abed, Séverine Dubuisson, Dominique Béréziat. ENMIM: Energetic Normalized Mutual Information Model for Online Multiple Object Tracking with Unlearned Motions. ACIVS 2007 - 9th International Conference on Advanced Concepts for Intelligent Vision Systems, Aug 2007, Delft, Netherlands. pp.955-967, ⟨10.1007/978-3-540-74607-2_87⟩. ⟨inria-00635919⟩

Séverine Dubuisson, Jonathan Fabrizio. Utilisation des distances tangentes pour la compensation de mouvement. 12èmes journées d'étude et d'échange COmpression et REprésentation des Signaux Audiovisuels (CORESA'07), Nov 2007, Montpellier, France. pp.95-99. ⟨hal-01334823⟩

Abir El Abed, Séverine Dubuisson, Dominique Béréziat. Multimodal Data Fusion for Tracking Unlearned Motions. International Workshop on New Directions in Monte Carlo Methods, Jun 2007, Fleurance, France. pp.1-10. ⟨hal-01334836⟩

Abir El Abed, Séverine Dubuisson, Dominique Béréziat. Energetic Particle Filter for Online Multiple Target Tracking. ICIP 2007 - 14th IEEE International Conference on Image Processing, Sep 2007, San Antonio, Texas, United States. pp.493-496, ⟨10.1109/ICIP.2007.4378999⟩. ⟨inria-00635937⟩

Jonathan Fabrizio, Séverine Dubuisson. Motion estimation using tangent distances. International Conference on Image Processing (ICIP), Sep 2007, San Antonio, Texas, United States. pp.489-492, ⟨10.1109/ICIP.2007.4378998⟩. ⟨hal-01334831⟩

Abir El Abed, Séverine Dubuisson, Dominique Béréziat. Association spatio-temporelle avec données manquantes par minimisation d'énergie. GRETSI, Groupe d'Etudes du Traitement du Signal et des Images, Sep 2007, Troyes, France. pp.65-68. ⟨inria-00635926⟩

Wafa Rekik, Dominique Béréziat, Séverine Dubuisson. 3D+t Reconstruction in the Context of Locally Spheric Shaped Data Observation. CAIP 2007 - 12th International Conference on Computer Analysis of Images and Patterns, Aug 2007, Vienna, Austria. pp.482-489, ⟨10.1007/978-3-540-74272-2_60⟩. ⟨inria-00635911⟩

Abir El Abed, Séverine Dubuisson, Dominique Béréziat. Energy minimization approach for online data association with missing data. VISAPP 2007 - 2nd International Conference on Computer Vision Theory and Applications, Mar 2007, Barcelone, Spain. pp.371-378. ⟨inria-00636018⟩

Wafa Rekik, Dominique Béréziat, Séverine Dubuisson. Optical flow computation and visualization in spherical context. Application on 3D+t bio-cellular sequences. 28th IEEE EMBS Annual International Conference, Aug 2006, New-York, United States. pp.1645-1648, ⟨10.1109/IEMBS.2006.260503⟩. ⟨hal-01351599⟩

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. Advanced Concepts for Intelligent Vision Systems (ACIVS), Sep 2006, Antwerp, Belgium. pp.185-196, ⟨10.1007/11864349_17⟩. ⟨hal-01351600⟩

Séverine Dubuisson. An adaptive clustering for multiple object tracking in sequences in and beyond the visible spectrum. IEEE Workshop on Object Tracking and Classification in and Beyond the Visible Spectrum (OTCBVS) / CVPR, Jun 2006, New-York, United States. pp.142-150, ⟨10.1109/CVPRW.2006.25⟩. ⟨hal-01351602⟩

Séverine Dubuisson. Recursive clustering for multiple object tracking. IEEE International Conference on Image Processing (ICIP), Oct 2006, Atlanta, Georgia, United States. pp.2805-2808, ⟨10.1109/ICIP.2006.312991⟩. ⟨hal-01351603⟩

Wafa Rekik, Dominique Béréziat, Séverine Dubuisson. Image processing in spheric-shaped data using a geographical transformation. Application to bio-cellular imaging.. IEEE International Symposium on Biomedical Imaging (ISBI), Apr 2006, Arlington, United States. pp.1256-1259, ⟨10.1109/ISBI.2006.1625153⟩. ⟨hal-01351607⟩

Wafa Rekik, Dominique Béréziat, Séverine Dubuisson. MAPVIS: A Map-projection based tool for Visualizing scalar and vectorial information lying on spheroidal surfaces. IV 2005 - 9th International Conference on Information Visualisation, Jul 2005, London, United Kingdom. pp.636-641, ⟨10.1109/IV.2005.76⟩. ⟨hal-01416431⟩

Wafa Rekik, Dominique Béréziat, Séverine Dubuisson, Nicolas Puff. Tracking of non-rigid structures evolving on 3D surfaces by compensating perspective view deformations. IASTED International Conference on Signal and Image Processing, SIP 2004, Aug 2004, Honolulu, Hawaii, United States. pp.1-4. ⟨hal-01519996⟩

Wafa Rekik, Dominique Béréziat, Séverine Dubuisson. Suivi de structures évoluant sur une surface tridimensionnelle. Journée d'étude sur les méthodes pour les signaux complexes en traitement d'image, Dec 2003, Inria-Rocquencourt, France. pp.159-165. ⟨hal-01529994⟩

Séverine Dubuisson, Franck Davoine. Facial expression recognition by combination of classifiers. EUSIPCO 2002 - 11th European Signal Processing Conference, Sep 2002, Toulouse, France. pp.107-110. ⟨hal-01545011⟩

Séverine Dubuisson, Franck Davoine, Mylène Masson. Une solution pour la reconnaissance d'expressions du visage. Sep 2001. ⟨hal-00143773⟩

Séverine Dubuisson, Franck Davoine. Compensation de mouvement sur maillage rectangulaire. Sep 1999. ⟨hal-00143774⟩

Anne Brygoo, Maryse Pelletier, Michèle Soria, Séverine Dubuisson. Programmation et algorithmique en VBA pour Excel. Dunod, 2007, 978-2-100-507993. ⟨hal-01336271⟩

Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson, Isabelle Bloch. Modeling, reconstruction and tracking for face recognition. Signal and image processing for biometrics, ISTE-Wiley, pp.57-88, 2012. ⟨hal-01270045⟩

Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson, Isabelle Bloch. Modélisation, reconstruction et suivi pour la reconnaissance de visages. Traitement du signal et de l'image pour la biométrie, Hermes, pp.79-114, 2012. ⟨hal-01270042⟩

Abir El Abed, Séverine Dubuisson, Dominique Béréziat. Energy Association Filter for Online Data Association with Missing Data. Computer Vision and Computer Graphics. Theory and Applications, 21, Springer, pp.244-257, 2009, Communications in Computer and Information Science, 978-3-540-89681-4. ⟨10.1007/978-3-540-89682-1_18⟩. ⟨hal-01295029⟩

Gianni Franchi, Andrei Bursuc, Emmanuel Aldea, Séverine Dubuisson, Isabelle Bloch. TRADI: Tracking deep neural network weight distributions. [Research Report] Telecom Paristech; LTCI - Laboratoire Traitement et Communication de l'Information [Paris]. 2019. ⟨hal-02428596⟩

Wafa Rekik, Dominique Béréziat, Séverine Dubuisson. Recovering 3D+t scenes from 3D and 2D+t data by motion compensation and using a prior surface model.. 2010. ⟨hal-00512298⟩