Séverine Dubuisson
81
Documents
Publications
Facial expression recognition using light field cameras : a comparative study of deep learning architecturesInternational Conference on Image Processing, Oct 2023, Kuala Lumpur, France
Conference papers
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Étude comparative de réseaux de neurones pour la reconnaissance des émotions avec les images plénoptiquesColloque GRETSI - Traitement du Signal et des Images, Aug 2023, Grenoble (38000), France
Conference papers
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Latent Discriminant deterministic UncertaintyEuropean Conference on Computer Vision (ECCV 2022), Oct 2022, Tel Aviv,, Israel
Conference papers
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Tracking hundreds of people in densely crowded scenes with particle filtering supervising deep convolutional neural networksIEEE International Conference on Image Processing (ICIP), 2020, Abu Dhabi, Unknown Region
Conference papers
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Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantificationNeurIPS workshop on Bayesian Deep Learning, Dec 2020, Vancouver, Canada
Conference papers
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TRADI: Tracking deep neural network weight distributions16th European Conference on Computer Vision. ECCV 2020, Aug 2020, Online Event, France
Conference papers
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Crowd Behavior Characterization for Scene Tracking2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2019, Taipei, Taiwan. pp.1-8, ⟨10.1109/AVSS.2019.8909893⟩
Conference papers
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JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), May 2018, Xi'an, France. pp.723-730, ⟨10.1109/FG.2018.00114⟩
Conference papers
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Multi-output random forests for facial action unit detectionInternational Conference on Automatic Face and Gesture Recognition (FG 2017), 2017, Washington, United States. pp.1-8
Conference papers
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Personality classification and behaviour interpretation: an approach based on feature categoriesthe 18th ACM International Conference, Nov 2016, Tokyo, France. pp.225-232, ⟨10.1145/2993148.2993201⟩
Conference papers
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On leveraging crowdsourced data for automatic perceived stress detectionICMI 2016 - 18th ACM International Conference on Multimodal Interaction, Nov 2016, Tokyo, Japan. pp.113-120, ⟨10.1145/2993148.2993200⟩
Conference papers
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Automatic and Generic Evaluation of Spatial and Temporal Errors in Sport Motions11th International Conference on Computer Vision Theory and Applications (VISAPP 2016), Feb 2016, Rome, Italy. pp.542-551, ⟨10.5220/0005778505420551⟩
Conference papers
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Pairwise conditional random forests for facial expression recognitionInternational Conference on Computer Vision (ICCV 2015), 2015, Santiago, Chile. pp.1-8
Conference papers
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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⟩
Conference papers
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Dynamic facial expression recognition by joint static and multi-time gap transition classificationInternational Conference on Automatic Face and Gesture Recognition, 2015, Ljubljana, Slovenia. ⟨10.1109/FG.2015.7163111⟩
Conference papers
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A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event DetectionFlorida Artificial Intelligence Research Society Conference, May 2015, Hollywood, Florida, United States. pp.564-569
Conference papers
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3D head model fitting evaluation protocol on synthetic databases for acquisition system comparisonVISAPP 2014 - International Conference on Computer Vision Theory and Applications, 2014, Lisbon, Portugal. pp.296-305
Conference papers
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Towards Automated Video Analysis of Sensorimotor Assessment DataInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2014, Angers, France. pp.735-740
Conference papers
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Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking15th 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⟩
Conference papers
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Fast multiple histogram computation using Kruskal's algorithmInternational Conference on Image Processing (ICIP'12), Sep 2012, Orlando, United States. pp.2373-2376, ⟨10.1109/ICIP.2012.6467374⟩
Conference papers
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An Optimized {DBN}-Based Mode-Focussing Particle FilterInternational Conference on Computer Vision and Pattern Recognition (CVPR'12), Jun 2012, Providence, United States. pp.1934-1939, ⟨10.1109/CVPR.2012.6247894⟩
Conference papers
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Head shape estimation using a particle filter including unknown static parametersInternational Conference on Computer Vision Theory and Application (VISAPP'12), Feb 2012, Rome, Italy. pp.284-293, ⟨10.5220/0003855002840293⟩
Conference papers
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Dbn-based combinatorial resampling for articulated object trackingConference on Uncertainty in Artificial Intelligence (UAI'12), Aug 2012, Catalina Island, United States. pp.237-246
Conference papers
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Min-Space Integral HistogramEuropean Conference on Computer Vision (ECCV'12), Oct 2012, Florence, Italy. pp.188-201, ⟨10.1007/978-3-642-33709-3_14⟩
Conference papers
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Estimation de densités complexes par permutation de sous-échantillonsRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France
Conference papers
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Object Tracking based on Particle Filtering with Multiple Appearance ModelsSixth International Conference on Computer Vision Theory and Applications (VISAPP'11), Mar 2011, Algarve, Portugal. pp.604-609, ⟨10.5220/0003334606040609⟩
Conference papers
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Swapping-Based Partitioned Sampling for better complex density estimation: application to articulated object tracking5th 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⟩
Conference papers
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Simultaneous Partitioned Sampling for articulated object trackingAdvanced Concepts for Intelligent Vision Systems (ACIVS'11), Aug 2011, Ghent, Belgium. pp.150-161, ⟨10.1007/978-3-642-23687-7_14⟩
Conference papers
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Tree-structured temporal information for fast histogram computationFifth International Conference on Computer Vision Theory and Applications (VISAPP'10), 2010, Angers, France. pp.1-10
Conference papers
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Introducing Fuzzy Spatial Constraints in a Ranked Partitioned Sampling for Multi-Object Tracking6th 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⟩
Conference papers
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The computation of the Bhattacharyya distance between histograms without histograms2nd International Conference on Image Processing Theory Tools and Applications (IPTA'10), Jul 2010, Paris, France. pp.373-378, ⟨10.1109/IPTA.2010.5586745⟩
Conference papers
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Particle filtering with fuzzy spatial relations for object tracking2nd International Conference on Image Processing Theory Tools and Applications (IPTA'10), Jul 2010, Paris, France. pp.391-396, ⟨10.1109/IPTA.2010.5586806⟩
Conference papers
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Intégration d'informations spatiales floues dans le filtre particulaire : application au suivi de formesCongrès francophone sur la Reconnaissance des Formes et l'Intelligence Artificielle (RFIA'10), Jan 2010, Caen, France. pp.591-598
Conference papers
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Intégration de relations spatiales floues dans un filtre particulaire pour le suivi d'objetsXXIIe colloque GRETSI (traitement du signal et des images), Dijon (FRA), 8-11 septembre 2009, Sep 2009, Dijon, France. pp.1-4
Conference papers
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Association spatio-temporelle avec données manquantes par minimisation d'énergieGRETSI, Groupe d'Etudes du Traitement du Signal et des Images, Sep 2007, Troyes, France. pp.65-68
Conference papers
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Energetic Particle Filter for Online Multiple Target TrackingICIP 2007 - 14th IEEE International Conference on Image Processing, Sep 2007, San Antonio, Texas, United States. pp.493-496, ⟨10.1109/ICIP.2007.4378999⟩
Conference papers
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ENMIM: Energetic Normalized Mutual Information Model for Online Multiple Object Tracking with Unlearned MotionsACIVS 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⟩
Conference papers
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Energy minimization approach for online data association with missing dataVISAPP 2007 - 2nd International Conference on Computer Vision Theory and Applications, Mar 2007, Barcelone, Spain. pp.371-378
Conference papers
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Motion estimation using tangent distancesInternational Conference on Image Processing (ICIP), Sep 2007, San Antonio, Texas, United States. pp.489-492, ⟨10.1109/ICIP.2007.4378998⟩
Conference papers
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Utilisation des distances tangentes pour la compensation de mouvement12èmes journées d'étude et d'échange COmpression et REprésentation des Signaux Audiovisuels (CORESA'07), Nov 2007, Montpellier, France. pp.95-99
Conference papers
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Multimodal Data Fusion for Tracking Unlearned MotionsInternational Workshop on New Directions in Monte Carlo Methods, Jun 2007, Fleurance, France. pp.1-10
Conference papers
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3D+t Reconstruction in the Context of Locally Spheric Shaped Data ObservationCAIP 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⟩
Conference papers
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An adaptive clustering for multiple object tracking in sequences in and beyond the visible spectrumIEEE 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⟩
Conference papers
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Recursive clustering for multiple object trackingIEEE International Conference on Image Processing (ICIP), Oct 2006, Atlanta, Georgia, United States. pp.2805-2808, ⟨10.1109/ICIP.2006.312991⟩
Conference papers
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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⟩
Conference papers
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Comparison of Statistical and Shape-Based Approaches for Non-Rigid Motion Tracking with Missing Data using a Particle FilterAdvanced Concepts for Intelligent Vision Systems (ACIVS), Sep 2006, Antwerp, Belgium. pp.185-196, ⟨10.1007/11864349_17⟩
Conference papers
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Optical flow computation and visualization in spherical context. Application on 3D+t bio-cellular sequences28th IEEE EMBS Annual International Conference, Aug 2006, New-York, United States. pp.1645-1648, ⟨10.1109/IEMBS.2006.260503⟩
Conference papers
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MAPVIS: A Map-projection based tool for Visualizing scalar and vectorial information lying on spheroidal surfacesIV 2005 - 9th International Conference on Information Visualisation, Jul 2005, London, United Kingdom. pp.636-641, ⟨10.1109/IV.2005.76⟩
Conference papers
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Tracking of non-rigid structures evolving on 3D surfaces by compensating perspective view deformationsIASTED International Conference on Signal and Image Processing, SIP 2004, Aug 2004, Honolulu, Hawaii, United States. pp.1-4
Conference papers
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Suivi de structures évoluant sur une surface tridimensionnelleJournée d'étude sur les méthodes pour les signaux complexes en traitement d'image, Dec 2003, Inria-Rocquencourt, France. pp.159-165
Conference papers
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Facial expression recognition by combination of classifiersEUSIPCO 2002 - 11th European Signal Processing Conference, Sep 2002, Toulouse, France. pp.107-110
Conference papers
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Une solution pour la reconnaissance d'expressions du visageSep 2001
Conference papers
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Compensation de mouvement sur maillage rectangulaireSep 1999
Conference papers
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Programmation et algorithmique en VBA pour ExcelDunod, 2007, 978-2-100-507993
Books
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Transformation of Smart Text Processing: Emoji Classification for Arabic and Turkish LanguagesInnovations in Smart Cities Applications Volume 4, 183, Springer International Publishing, pp.1503-1517, 2021, Lecture Notes in Networks and Systems, ⟨10.1007/978-3-030-66840-2_113⟩
Book sections
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Modeling, reconstruction and tracking for face recognitionSignal and image processing for biometrics, ISTE-Wiley, pp.57-88, 2012
Book sections
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Modélisation, reconstruction et suivi pour la reconnaissance de visagesTraitement du signal et de l'image pour la biométrie, Hermes, pp.79-114, 2012
Book sections
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Energy Association Filter for Online Data Association with Missing DataComputer 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⟩
Book sections
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TRADI: Tracking deep neural network weight distributions[Research Report] Telecom Paristech; LTCI - Laboratoire Traitement et Communication de l'Information [Paris]. 2019
Reports
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Recovering 3D+t scenes from 3D and 2D+t data by motion compensation and using a prior surface model.2010
Reports
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