Séverine Dubuisson

Orcid: 0000-0001-7306-4134

According to our database1, Séverine Dubuisson authored at least 85 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Enhancing Facial Expression Recognition through Light Field Cameras.
Sensors, September, 2024

In-Depth Analysis of GAF-Net: Comparative Fusion Approaches in Video-Based Person Re-Identification.
Algorithms, August, 2024

Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Weakly-supervised Autism Severity Assessment in Long Videos.
CoRR, 2024

GAF-Net: Video-Based Person Re-Identification via Appearance and Gait Recognitions.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Comparative Analysis and Performance Evaluation on Depth Mapping : Light Field Cameras Versus Kinect Sensor.
Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 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

One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification.
IEEE Access, 2022

Latent Discriminant Deterministic Uncertainty.
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
One Versus all for deep Neural Network Incertitude (OVNNI) quantification.
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

TRADI: Tracking Deep Neural Network Weight Distributions.
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

Crowd Behavior Characterization for Scene Tracking.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018
Multimodal Stress Detection from Multiple Assessments.
IEEE Trans. Affect. Comput., 2018

Time-series averaging using constrained dynamic time warping with tolerance.
Pattern Recognit., 2018

Modeling the synchrony between interacting people: application to role recognition.
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

Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests.
CoRR, 2017

Multi-Output Random Forests for Facial Action Unit Detection.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016
A survey of datasets for visual tracking.
Mach. Vis. Appl., 2016

What is a good evaluation protocol for text localization systems? Concerns, arguments, comparisons and solutions.
Image Vis. Comput., 2016

TextCatcher: a method to detect curved and challenging text in natural scenes.
Int. J. Document Anal. Recognit., 2016

Automatic and Generic Evaluation of Spatial and Temporal Errors in Sport Motions.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Towards the Rectification of Highly Distorted Texts.
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

On leveraging crowdsourced data for automatic perceived stress detection.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

From Text Detection to Text Segmentation: A Unified Evaluation Scheme.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Video Event Detection Based Non-stationary Bayesian Networks.
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

TextTrail - A Robust Text Tracking Algorithm In Wild Environments.
Proceedings of the VISAPP 2015, 2015

A Self-adaptive Likelihood Function for Tracking with Particle Filter.
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

Pairwise Conditional Random Forests for Facial Expression Recognition.
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

Person-specific behavioural features for automatic stress detection.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014
Recursive head reconstruction from multi-view video sequences.
Comput. Vis. Image Underst., 2014

3D Head Model Fitting Evaluation Protocol on Synthetic Databases for Acquisition System Comparison.
Proceedings of the VISAPP 2014, 2014

Towards Automated Video Analysis of Sensorimotor Assessment Data.
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

Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Motion compensation based on tangent distance prediction for video compression.
Signal Process. Image Commun., 2012

Spatio-temporal target-measure association using an adaptive geometrical approach.
Pattern Recognit. Lett., 2012

Visual tracking by fusing multiple cues with context-sensitive reliabilities.
Pattern Recognit., 2012

Fuzzy spatial constraints and ranked partitioned sampling approach for multiple object tracking.
Comput. Vis. Image Underst., 2012

Fragments based tracking with adaptive cue integration.
Comput. Vis. Image Underst., 2012

Head Shape Estimation using a Particle Filter including Unknown Static Parameters.
Proceedings of the VISAPP 2012, 2012

DBN-Based Combinatorial Resampling for Articulated Object Tracking.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Fast multiple histogram computation using Kruskal's algorithm.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Min-Space Integral Histogram.
Proceedings of the Computer Vision - ECCV 2012, 2012

An optimized DBN-based mode-focussing particle filter.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Integration of Fuzzy Spatial Information in Tracking Based on Particle Filtering.
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

Simultaneous Partitioned Sampling for Articulated Object Tracking.
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

Particle filtering with fuzzy spatial relations for object tracking.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

The computation of the Bhattacharyya distance between histograms without histograms.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

2009
Optimal recursive clustering of likelihood functions for multiple object tracking.
Pattern Recognit. Lett., 2009

2007
Energy Association Filter for Online Data Association with Missing Data.
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

Motion Estimation using Tangent Distance.
Proceedings of the International Conference on Image Processing, 2007

Energetic Particle Filter for Online Multiple Target Tracking.
Proceedings of the International Conference on Image Processing, 2007

3D+t Reconstruction in the Context of Locally Spheric Shaped Data Observation.
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

Recursive Clustering for Multiple Object Tracking.
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
A solution for facial expression representation and recognition.
Signal Process. Image Commun., 2002

Facial expression recognition by combination of classifiers.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Automatic Facial Feature Extraction and Facial Expression Recognition.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

1999
Motion Compensation Using Adaptive Rectangular Partitions.
Proceedings of the 1999 International Conference on Image Processing, 1999


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