Séverine Dubuisson
Orcid: 0000-0001-7306-4134
According to our database1,
Séverine Dubuisson
authored at least 81 papers
between 1999 and 2024.
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Bibliography
2024
Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
2023
Enhancing Anomaly Detection in Melanoma Diagnosis Through Self-Supervised Training and Lesion Comparison.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Facial Expression Recognition Using Light Field Cameras: A Comparative Study of Deep Learning Architectures.
Proceedings of the IEEE International Conference on Image Processing, 2023
2022
MUAD: Multiple Uncertainties for Autonomous Driving benchmark for multiple uncertainty types and tasks.
CoRR, 2022
IEEE Access, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
2020
CoRR, 2020
Tracking Hundreds of People in Densely Crowded Scenes With Particle Filtering Supervising Deep Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests.
IEEE Trans. Affect. Comput., 2019
On Automatically Assessing Children's Facial Expressions Quality: A Study, Database, and Protocol.
Frontiers Comput. Sci., 2019
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019
2018
IEEE Trans. Affect. Comput., 2018
Pattern Recognit., 2018
Multim. Tools Appl., 2018
Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit Detection.
Int. J. Comput. Vis., 2018
JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
2017
Automatic evaluation of sports motion: A generic computation of spatial and temporal errors.
Image Vis. Comput., 2017
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
2016
What is a good evaluation protocol for text localization systems? Concerns, arguments, comparisons and solutions.
Image Vis. Comput., 2016
Int. J. Document Anal. Recognit., 2016
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Personality classification and behaviour interpretation: an approach based on feature categories.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016
2015
Combinatorial Resampling Particle Filter: An Effective and Efficient Method for Articulated Object Tracking.
Int. J. Comput. Vis., 2015
Proceedings of the VISAPP 2015, 2015
Proceedings of the VISAPP 2015, 2015
Using histogram representation and Earth Mover's Distance as an evaluation tool for text detection.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015
Dynamic facial expression recognition by joint static and multi-time gap transition classification.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
2014
Comput. Vis. Image Underst., 2014
3D Head Model Fitting Evaluation Protocol on Synthetic Databases for Acquisition System Comparison.
Proceedings of the VISAPP 2014, 2014
Proceedings of the ICPRAM 2014, 2014
2013
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., 2013
Sub-sample swapping for sequential Monte Carlo approximation of high-dimensional densities in the context of complex object tracking.
Int. J. Approx. Reason., 2013
Proceedings of the Computer Analysis of Images and Patterns, 2013
2012
Signal Process. Image Commun., 2012
Pattern Recognit. Lett., 2012
Pattern Recognit., 2012
Fuzzy spatial constraints and ranked partitioned sampling approach for multiple object tracking.
Comput. Vis. Image Underst., 2012
Comput. Vis. Image Underst., 2012
Head Shape Estimation using a Particle Filter including Unknown Static Parameters.
Proceedings of the VISAPP 2012, 2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
IEEE Trans. Syst. Man Cybern. Part B, 2011
Tree-structured image difference for fast histogram and distance between histograms computation.
Pattern Recognit. Lett., 2011
Object Tracking based on Particle Filtering with Multiple Appearance Models.
Proceedings of the VISAPP 2011, 2011
Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking.
Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011
2010
Tree-structured Temporal Information for Fast Histogram Computation.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010
Introducing Fuzzy Spatial Constraints in a Ranked Partitioned Sampling for Multi-object Tracking.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010
2009
Pattern Recognit. Lett., 2009
2007
Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2007
Energy minimization approach for online data association with missing data.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007
ENMIM: Energetic Normalized Mutual Information Model for Online Multiple Object Tracking with Unlearned Motions.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007
2006
Image processing in spheric-shaped data using a geographical transformation. Application to bio-cellular imaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the International Conference on Image Processing, 2006
Optical flow computation and visualization in spherical context. Application on 3D+t bio-cellular sequences.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
An adaptive clustering for multiple object tracking in sequences in and beyond the visible spectrum.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
Comparison of Statistical and Shape-Based Approaches for Non-rigid Motion Tracking with Missing Data Using a Particle Filter.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006
2005
MAPVIS: A Map-Projection Based Tool for Visualizing Scalar and Vectorial Information Lying on Spheroidal Surfaces.
Proceedings of the 9th International Conference on Information Visualisation, 2005
2002
Signal Process. Image Commun., 2002
Proceedings of the 11th European Signal Processing Conference, 2002
2001
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001
1999
Proceedings of the 1999 International Conference on Image Processing, 1999