Séverine Dubuisson

Maître de Conférence - HDR
Aix Marseille Université -- Campus Saint Jérôme
52 Avenue Escadrille Normandie Niemen
F-13013 Marseille, France

Email : severine[dot]dubuisson[at]lis-lab[dot]fr

2021

  • I.B. Parlak, S. Dubuisson, Ç.Ü. Yurtöz, S.E. Majdoubi, C. Harchli, M. Lazrak. Transformation of Smart Text Processing: Emoji Classification for Arabic and Turkish Languages. International Conference on Smart City Applications (SCA'20), pp. 1503-1517, 2021. 

2020

  • G. Franchi, A. Bursuc, E. Aldea, S. Dubuisson, I. Bloch. TRADI: Tracking deep neural network weight distributions. European Conference on Computer Vision (ECCV'20), pp. 1-8, 2020.
  • G. Franchi, E. Aldea, S. Dubuisson, I. Bloch. Tracking Hundreds of People in Densely Crowded Scenes With Particle Filtering Supervising Deep Convolutional Neural Networks. International Conference on Image Processing (ICIP'20), pp. 2071-2075, 2020.

2019

  • A. Dapogny, C. Grossard, S. Hun, S. Serret, O. Grynszpan, S. Dubuisson, D. Cohen, K. Bailly. On Automatically Assessing Children's Facial Expressions Quality: A Study, Database, and Protocol. Frontiers in Computer Science, 1(5), 2019.
  • G. Franchi, E. Aldea, S. Dubuisson, I. Bloch. Crowd Behaviour Characterization for Scene Tracking.  International Conference on Advanced Video and Signal-based Surveillance (AVSS'19), pp. 1-8, 2019.

2018

  • A. Dapogny, K. Bailly, S. Dubuisson. Confidence-weighted local expression predictions for occlusion handling in expression recognition and action unit detection. International Journal of Computer Vision, 126(2):255-271, 2018.
  • M. Spodenkiewicz, J. Aigrain, N. Bourvis, S. Dubuisson, M. Chetouani, D. Cohen. Distinguish self-and hetero-perceived stress through behavioral imaging and physiological features. Progress in Neuro-Psychopharmacology and Biological Psychiatry, 82:107-114, 2018
  • M. Morel, C. Achard, R. Kulpa, S. Dubuisson. Time-series averaging using constrained dynamic time warping with tolerance. Pattern Recognition, 74:77-89, 2018.
  • S Fang, C Achard, S Dubuisson. Modeling the synchrony between interacting people: application to role recognition. Multimedia Tools and Applications, 77 (1):503-518, 2018.
  • A. Dapogny, C. Grossard, S. Hun, S. Serret, J. Bourgeois, H. Jean-Marie, P. Foulon, H. Ding, L. Chen, S. Dubuisson, O. Grynszpan, D. Cohen, K. Bailly. JEMImE: a serious game to teach children with ASD how to adequately produce facial expressions. International Conference on Automatic Face & Gesture Recognition (FG'18), pp. 723-730, 2018.

2017

  • A. Dapogny, K. Bailly, S. Dubuisson. Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests. Transactions and Affective Computing, 10(2):167-181, 2017.
  • M. Morel, C. Achard, R. Kulpa, S. Dubuisson. Automatic Evaluation of Sports Motion: A Generic Computation of Spatial and Temporal Errors. Image and Vision Computing, 64:67-78, 2017.
  • O. Grynszpan, C. Grossard, A. Dapogny, D. Cohen, S. Serret, S. Hun, S. Dubuisson, K. Bailly. Technologie pour encourager l’expressivité faciale des émotions. Actualités en Médecine Physique et de Réadaptation, 2017.
  • A. Dapogny, K. Bailly and S. Dubuisson. Multi-Output Random Forests for Facial Action Unit Detection. IEEE International Conference on Automatic Face and Gesture Recognition (FG’17), pp. 135-140, 2017. 
  • M. Morel, C. Achard, R. Kulpa, S. Dubuisson. Evaluation of the quality of any sport motion. Doctorial consortium of the IEEE International Conference on Automatic Face and Gesture Recognition (FG-DC’17), 2017.

2016

  • J. Aigrain, M. Spodenkiewicz, S. Dubuisson, M. Detyniecki, D. Cohen, M. Chetouani. Multimodal stress detection from multiple assessments. Transaction on Affective Computing, 9(4):491-506, 2016.
  • J. Fabrizio, M. Robert-Seidowsky, S. Dubuisson, A.S. Calarasanu, R. Boissel. TextCatcher: An efficient and generic method to detect any text in natural scenes. International Journal on Document Analysis and Recognition, 19(2):99-117, 2016.
  • A.S. Calarasanu, J. Fabrizio, S. Dubuisson. What is a good evaluation protocol for text localization systems ? Concerns, arguments, comparisons and solutions. Image and Vision Computing, 46:1-17, 2016.
  • S. Dubuisson and C. Gonzales. A survey of datasets for visual tracking. Machine Vision and Applications, 27(1):23-52, 2015.
  • J. Aigrain, A. Dapogny, K. Bailly, M. Detyniecki S. Dubuisson, M. Chetouani. On leveraging crowdsourced data for automatic perceived stress detection. International Conference on Multimodal Interaction (ICMI’16), pp. 113-120, 2016
  • S. Feng, C. Achard, S. Dubuisson. Personality classification and behaviour interpretation analysis: an approach based on feature categories. International Conference on Multimodal Interaction (ICMI’16), pp. 225-232, 2016.
  • C. Gonzales, R. Romdhane, S. Dubuisson. Real event detection by using non stationary Bayesian networks. Advanced Concepts for Intelligent Vision Systems (ACIVS'16), 2016.
  • A. Calarassanu, S. Dubuisson, J. Fabrizio. Towards the rectification of highly distorted texts. International Conférence on Computer Vision Theory and Application (VISAPP’16), 2016.
  • M. Morel, R. Kulpa, A. Sorel, C. Achard, S. Dubuisson. Automatic and Generic Evaluation of Spatial and Temporal Errors in Sport Motions. International Conférence on Computer Vision Theory and Application (VISAPP’16), 2016.
  • A. Calarasanu, J. Fabrizio, S. Dubuisson. From text detection to text segmentation: a unified evaluation scheme.  International Workshop on Robust Reading (ICCVw), 2016.
  • A. Dapogny, K. Bailly, S. Dubuisson. Pairwise Conditional Random Forests for Facial Expression Recognition. IEEE Conference on Pattern Recognition (demonstration), 2016.
  • S. Dubuisson, C. Gonzales, R. Romdhane. Détection d’événements des vidéos par réseaux bayésiens non stationnaires. Journées Francophones sur les Réseaux Bayésiens (JFRB'16), 2016.

2015

  • S. Dubuisson. Suivi par filtrage particulaire : solutions pour les grands espaces d’état et d’observation, ISTE Editions. 2015. 2015
  • S. Dubuisson. Tracking with Particle Filter for High-dimensional Observation and State Spaces, Wiley, 2015.
  • C. Gonzales, S. Dubuisson. Combinatorial Resampling Particle Filter: an Effective and Efficient Method for Articulated Object Tracking. International Journal on Computer Vision, 112(3):255-284, 2015.
  • A. Dapogny, K. Bailly, S. Dubuisson. Pairwise Conditional Random Forests for real-time facial expression recognition.  International Conference on Computer Vision (ICCV’15), 2015.
  • A. Calarassanu, J. Fabrizio, S. Dubuisson. Using the Earth Movers Distance as an evaluation tool for text detection. International Conference in Document Analysis and Recognition (ICDAR’15), 2015.
  • C. Gonzales, S. Dubuisson, C. Manfredotti. A new algorithm for learning non-stationary dynamic Bayesian networks with application to event detection. Florida Artificial Intelligence Research Society (FLAIRS’15), 2015.
  • A. Dapogny, K. Bailly, S. Dubuisson. Dynamic facial expression recognition by static and multitipe gap transition joint classification. International Conference on Automatic Face and Gesture Recognition (FG’15), 2015.
  • M. Robert-Seidowski, J. Fabrizio, S. Dubuisson. TextTrail: a robust text tracking algorithm in wild environments. International Conference on Computer Vision Theory and Application (VISAPP’ 15), 2015.
  • S. Dubuisson, M. Robert-Seidowski, J. Fabrizio. Self-adaptive likelihood for tracking with particle filter. International Conférence on Computer Vision Theory and Application (VISAPP’15), 2015.
  • J. Aigrain, S. Dubuisson, M. Chetouani, M. Detyniecki. Using person-specific behavioural features for automatic stress detection. International Workshop on Context Based Affect Recognition (ICBAR'15), 2015.

2014

  • C. Herold, V. Despiegel, S. Gentric, S. Dubuisson, I. Bloch. Recursive Head Reconstruction from Multi-View Video Sequences. Computer Vision and Image Understanding, 122 :182-201, 2014. 
  • A.B Fouquier, S. Dubuisson and I. Bloch. Towards Automated Video Analysis of Sensorimotor Assessment Data. International Conference on Pattern Recognition Applications and Methods (ICPRAM’ 14), pp. 735-739, 2014.
  • C. Herold, V. Despiegel, S. Gentric, S. Dubuisson, I. Bloch. 3D Head Model Fitting Evaluation Protocol on Synthetic Databases for Acquisition System Comparison. International Conference on Computer Vision Theory and Application (VISAPP’14), 2014.

2013

  • S. Dubuisson, C. Gonzales, X. Nguyen. Sub-sample swapping for Sequential Monte Carlo approximation of high-dimensional densities. International Journal on Approximate Reasoning, 54(7):934- 953, 2013. 
  • S. Dubuisson, C. Gonzales. Estimation de densités multimodales non paramétriques par permutation de sous-particules. Revue d’Intelligence Artificielle, 27(1):95-120, 2013.
  • X.-S. NGuyen, S. Dubuisson, C. Gonzales. Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. International Conference on Computer Analysis and Patterns (CAIP’13), 2013.

2012

  • N. Widynski, S. Dubuisson, I. Bloch. Fuzzy Spatial Constraints and Ranked Partitioned Sampling Approach for Multiple Object Tracking. Computer Vision and Image Understanding, 116(10):1076- 1094, 2012.
  • E. Erdem, S. Dubuisson, I. Bloch. Fragment based tracking with adaptive cue integration. Computer Vision and Image Understanding, 116(7):827-841, 2012.
  • E. Erdem, S. Dubuisson, I. Bloch. Visual tracking by fusing multiple cues with context-sensitive reliabilities. Pattern Recognition, 45(5):1948-1959, 2012.
  • A. El Abed, S. Dubuisson, D. Béréziat. Spatio-temporal target-measure association using an adaptive geometrical approach. Pattern recognition Letters, 33(6):765-774, 2012.
  • J. Fabrizio, S. Dubuisson, D. Béréziat. Motion compensation based on Tangent Distance prediction for video compression. Signal Processing: Image Communication, 27(2) :153-171, 2012. 
  • C. Herold, V. Despiegel, S. Gentric, S. Dubuisson, I. Bloch. Modeling, reconstruction and tracking for face recognition. Chapter in Signal and image processing for biometrics (A. Nait-Ali Ed.), pp. 57-88, (ISTE-Wiley), 2012.
  • 2012. 2012 C. Herold, V. Despiegel, S. Gentric, S. Dubuisson, I. Bloch. Modélisation, reconstruction et suivi pour la reconnaissance de visages. Chapitre de Traitement du signal et de l’image pour la biométrie (A. Nait-Ali Ed.), pp. 79-114, (Hermes), 2012.
  • S. Dubuisson, C. Gonzales. Min-Space Integral Histogram. European Conference on Computer Vision (ECCV’12), pp. 188-201, 2012.
  • R. Berger, S. Dubuisson, C. Gonzales. Fast multiple histogram computation using Kruskal’s algorithm. International Conference on Image Processing (ICIP’12), 2012. Best student paper award.
  • S. Dubuisson, C. Gonzales, X. Nguyen. DBN-Based Combinatorial Resampling for Articulated Object Tracking.  Conference on Uncertainty in Artificial Intelligence (UAI’12), 2012.
  • S. Dubuisson, C. Gonzales. An Optimized DBN-Based Mode-Focussing Particle Filter. International Conference on Computer Vision and Pattern Recognition (CVPR’12), pp. 1934-1939, 2012.
  • C. Herold, V. Despiegel, S. Gentric, S. Dubuisson, I. Bloch. Head shape estimation using a particle filter including unknown static parameters. International Conference on Computer Vision Theory and Application (VISAPP’12), pp. 284-293, 2012.
  • S. Dubuisson, C. Gonzales. Estimation de densités complexes par permutation de sous-échantillons. Congrès francophone sur la Reconnaissance des Formes et l’Intelligence Artificielle (RFIA’12), 2012.

2011

  • N. Widynski, S. Dubuisson, I. Bloch. Integration of Fuzzy Spatial Information in Tracking Based on Particle Filtering. IEEE Transactions on Systems, Man and Cybernetics SMC-B, 41(3):635-649, 2011.
  • S. Dubuisson. Tree-structured image difference for fast histogram and distance between histograms computation. Pattern Recognition Letters, 32:411-422, 2011. 
  • S. Dubuisson, C. Gonzales, X. Nguyen. Swapping-Based Partitioned Sampling for better complex density estimation: application to articulated object tracking. International Conference on Scalable Uncertainty Management (SUM’11), pp. 525-538, 2011.
  • C. Gonzales, S. Dubuisson, X. Nguyen. Simultaneous Partitioned Sampling for articulated object tracking. Advanced Concepts for Intelligent Vision Systems (ACIVS’11), pp. 150-161, 2011.
  • N. Widynski, S. Dubuisson, I. Bloch. Object Tracking based on Particle Filtering with Multiple Appearance Models. International Conference on Computer Vision Theory and Application (VISAPP’11), pp. 604-609, 2011.

2010

  • N. Widynski, S. Dubuisson, I. Bloch. Introducing fuzzy spatial constraints in a ranked partitioned sampling for multi-object tracking. International Symposium on Visual Computing (ISVC’10), pp. 393-404, 2010.
  • N. Widynski, S. Dubuisson, I. Bloch. Particle filtering with fuzzy spatial relations for object tracking. International Conference on Image Processing Theory, Tools and Applications (IPTA’10), pp. 604-609, 2010.
  • S. Dubuisson. The computation of the Bhattacharyya distance between histograms without histograms. International Conference on Image Processing Theory, Tools and Applications (IPTA’10), pp. 373-378, 2010.
  • S. Dubuisson. Tree-structured temporal information for fast histogram computation. International Conference on Computer Vision Theory and Application (VISAPP’10), pp. 1-10, 2010.
  • N. Widynski, S. Dubuisson, I. Bloch. Intégration d’informations spatiales floues dans le filtre particulaire : application au suivi de formes. Congrès francophone sur la Reconnaissance des Formes et Intelligence Artificielle (RFIA’10), pp. 591-598. Prix du meilleur papier.

2009

  • S. Dubuisson, J. Fabrizio. Optimal recursive clustering of likelihood function for multiple object tracking. Pattern Recognition Letters, 30(6):606-614, 2009.
  • N. Widynski, S. Dubuisson, I. Bloch. Intégration de relations spatiales floues dans un filtre particulaire pour le suivi d’objets. Actes du GRETSI, pp. 1-4, 2009.

2008

  • A. El Abed, S. Dubuisson, D. Béréziat. Energy Association Filter for Online Data Association with Missing Data.  Communications in Computer and Information Science. 2008.

2007

  • A. El Abed, S. Dubuisson, D. Béréziat. ENMIM: Energetic Normalized Mutual Information Model for online multiple object tracking with unlearned motions. Advanced Concepts for Intelligent Vision Systems (ACIVS’07), pp. 955-967, 2007.
  • A. El Abed, S. Dubuisson, D. Béréziat. Energetic particle filter for online multiple target tracking. International Conference of Image Processing (ICIP’07), pp. 493-496, 2007.
  • J. Fabrizio, S. Dubuisson. Motion estimation using tangent distance. International Conference on Image Processing (ICIP’07), pp. 489-492, 2007.
  • A. El Abed, S. Dubuisson, D. Béréziat. Energy minimization approach for online data association with missing data. International Conference on Computer Vision Theory and Applications (VISAPP’07), pp. 371-378, 2007.
  • A. El Abed, S. Dubuisson, D. Béréziat. Multimodal data fusion for tracking unlearned motions. International Workshop on new directions in Monte-Carlo methods, 2007.
  • J. Fabrizio, S. Dubuisson. Utilisation des distances tangentes pour la compensation de mouvement. Journées d’étude et d’échange COmpression et REprésentation des Signaux Audiovisuels (CORESA’07), 2007.
  • A. El Abed, S. Dubuisson, D. Béréziat. Association spatio-temporelle avec données manquantes par minimisation d’énergie. Actes du GRETSI (GRETSI'07), pp. 65-68, 2007.

2006

  • S. Dubuisson. Recursive clustering for deformable object tracking. International Conference on Image Processing (ICIP’06), pp. 2805-2808, 2006.
  • A. El Abed, S. Dubuisson, D. 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’06), pp. 185-196, 2006.
  • W. Rekik, D. Béréziat, S. Dubuisson. Optical flow computation and visualization in spherical context. Application on 3D+t bio-cellular sequences. IEEE International Conference of the Engineering in Medicine and Biology Society (EMBS’06), pp. 1645-1648, 2006.
  • W. Rekik, D. Béréziat, S. Dubuisson. Image processing in spheric-shaped data using a geographical transformation. Application to bio-cellular imaging. International Symposium on Biomedical Imaging (ISBI’06), pp. 1256-1259, 2006.
  • S. Dubuisson. An adaptive clustering for multiple object tracking in sequences in and beyond the visible spectrum.  IEEE Conference on Computer Vision and Pattern Recognition Workshop CVPR (CVPRw’06), pp. 142-150, 2006.
  • W.Rekik, D. Béréziat, S. Dubuisson. Suivi de structures évoluant sur une surface tridimensionnelle. Journée d’étude sur les méthodes pour les signaux complexes en traitement de l’image, 2003.

2005

  • W. Rekik, D. Béréziat, S. Dubuisson. MAPVIS: A Map-projection based tool for Visualizing scalar and vectorial information lying on spheroidal surfaces. IEEE International Conference on Information Visualisation (ICIV’05), pp. 636-641, 2005.

2004

  • W. Rekik, D. Béréziat, S. Dubuisson, N. Puff. Tracking of non-rigid structures evolving on 3D surfaces by compensating perspective view deformations. International Conference on Signal and Image Processing (SIP’04), pp. 1-4, 2004.

2002

  • S. Dubuisson, F. Davoine, M. Masson. A solution for facial expression representation and recognition. Signal Processing: Image Communication, 17:657-673, 2002.
  • S. Dubuisson, F. Davoine. Facial expression recognition by combination of classifiers. European Signal Processing Conference (EUSIPCO’02), pp. 1-4, 2002.

2001

  • S. Dubuisson, F. Davoine, J.-P. Cocquerez. Automatic Facial Feature Extraction and Facial expression Recognition.  International Conference on Audio- and Video- Biometric Person Authentication (AVBPA’01), pp. 121-126, 2001.
  • S. Dubuisson, F. Davoine, M. Masson. A solution for facial expression representation and recognition. IEEE International Conference on Augmented, Virtual Environments and Three-Dimensional Imaging (ICAV3D’01), pp. 1-4, 2001.
  • S. Dubuisson, F. Davoine, M. Masson. Une solution pour la reconnaissance d’expressions de visages. Actes du GRETSI (GRETSI'01), pp. 1-4, 2001.

2000

  • S. Dubuisson, F. Davoine, J.-P. Cocquerez. Détection des traits caractéristiques d’un visage par analyse de sa transformée de Gabor. Journées d’étude et d’échange COmpression et REprésentation des Signaux Audiovisuels (CORESA’00), pp. 1-4, 2000.

1999

  • S. Dubuisson, F. Davoine. Motion compensation using adaptive rectangular partitions. IEEE International Conference on Image Processing (ICIP’99), pp. 56-60, 1999.
  • S. Dubuisson, F. Davoine. Compensation de mouvement sur maillage rectangulaire. Actes du GRETSI, pp. 56-60, 1999.

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Frequently asked questions

  • How to create more items in this list?
    Press Enter to create a new bullet. To create an answer for a question, press Shift+Enter.
  • Can I create sites for commerical projects?
    Yes, Mobirise is free for both non-profit and commercial sites.
  • How to install more extensions?
    Open the main menu in the app and find the Extensions tab. Click on it to open the Extensions list.
  • What is Mobirise Kit?
    Mobirise Kit is a service that provides the access to all current and new themes/extensions developed by Mobirise.
  • What is Code Editor?
    This extension allows editing the code of block in the app. Also, it's possible to add code to the head and body parts of pages.

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