Michèle Rombaut

According to our database1, Michèle Rombaut authored at least 67 papers between 1991 and 2022.

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

Timeline

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Bibliography

2022
DUNE: Deep UNcertainty Estimation for tracked visual features.
Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

2020
Adaptive early classification of temporal sequences using deep reinforcement learning.
Knowl. Based Syst., 2020

Descriptor extraction based on a multilayer dictionary architecture for classification of natural images.
Comput. Vis. Image Underst., 2020

Speed and Memory Efficient Dense RGB-D SLAM in Dynamic Scenes.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2019
A Coarse and Relevant 3D Representation for Fast and Lightweight RGB-D Mapping.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

2018
Sleep Deprivation Detection for Real-Time Driver Monitoring Using Deep Learning.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Reconstruction of Piecewise-Explicit Surfaces from Three-Dimensional Polylines and Heightmap Fragments.
Proceedings of the Geographical Information Systems Theory, Applications and Management, 2018

A Deep Reinforcement Learning Approach for Early Classification of Time Series.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classification.
Inf. Sci., 2017

2016
An Evidential Filter for Indoor Navigation of a Mobile Robot in Dynamic Environment.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Multi-layer Dictionary Learning for Image Classification.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Track initiation in low-earth-orbit objects using statistical modeling of sparse observations.
IEEE Trans. Aerosp. Electron. Syst., 2015

A Multi-modal Metric Learning Framework for Time Series kNN Classification.
Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015

Temporal and Frequential Metric Learning for Time Series kNN Classification.
Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015

Rejection-based classification for action recognition using a spatio-temporal dictionary.
Proceedings of the 23rd European Signal Processing Conference, 2015

Sound classification in indoor environment thanks to belief functions.
Proceedings of the 23rd European Signal Processing Conference, 2015

Multiple metric learning for large margin kNN classification of time series.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Audiovisual Data Fusion for Successive Speakers Tracking.
Proceedings of the VISAPP 2014, 2014

Dictionary of gray-level 3D patches for action recognition.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

2013
Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions.
IEEE Trans. Cybern., 2013

Situation Assessment: An End-to-End Process for the Detection of Objects of Interest.
IEEE Trans. Aerosp. Electron. Syst., 2013

2012
Adaptive Initialization of a EvKNN Classification Algorithm.
Proceedings of the Belief Functions: Theory and Applications, 2012

Prognostic by Classification of Predictions Combining Similarity-Based Estimation and Belief Functions.
Proceedings of the Belief Functions: Theory and Applications, 2012

2011
Hybrid Algorithms for Multitarget Tracking using MHT and GM-CPHD.
IEEE Trans. Aerosp. Electron. Syst., 2011


2010
Belief Scheduler based on model failure detection in the TBM framework. Application to human activity recognition.
Int. J. Approx. Reason., 2010


Bayesian Networks vs. Evidential Networks: An Application to Convoy Detection.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

Transferable Belief Model for hair mask segmentation.
Proceedings of the International Conference on Image Processing, 2010

Spatio-temporal Block Model for Video Indexation Assistance.
Proceedings of the KDIR 2010, 2010

Performances in multitarget tracking for convoy detection over real GMTI data.
Proceedings of the 13th Conference on Information Fusion, 2010

2009

Relevance of Interest Points for Eye Position Prediction on Videos.
Proceedings of the Computer Vision Systems, 2009

Convoy detection processing by using the hybrid algorithm (GMCPHD/VS-IMMC-MHT) and Dynamic Bayesian Networks.
Proceedings of the 12th International Conference on Information Fusion, 2009

2008
Human action recognition in videos based on the Transferable Belief Model.
Pattern Anal. Appl., 2008

Shape-Based Individual/Group Detection for Sport Videos Categorization.
Int. J. Pattern Recognit. Artif. Intell., 2008

Fusion of Local Statistical Parameters for Buried Underwater Mine Detection in Sonar Imaging.
EURASIP J. Adv. Signal Process., 2008

Sign Language Tutoring Tool
CoRR, 2008

Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion.
Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

2007
State Filtering and Change Detection Using TBM Conflict Application to Human Action Recognition in Athletics Videos.
IEEE Trans. Circuits Syst. Video Technol., 2007

A fusion architecture based on TBM for camera motion classification.
Image Vis. Comput., 2007

Facial expression classification: An approach based on the fusion of facial deformations using the transferable belief model.
Int. J. Approx. Reason., 2007

Terrain obscuration managment for multiple ground target tracking.
Proceedings of the 10th International Conference on Information Fusion, 2007

Forward-Backward-Viterbi Procedures in the Transferable Belief Model for State Sequence Analysis Using Belief Functions.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

Automatic people detection and counting for athletic videos classification.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Un filtre temporel crédibiliste pour la reconnaissance d'actions humaines dans les vidéos
CoRR, 2006

Multiple Ground Target Tracking with a GMTI Sensor.
Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006

A Temporal Belief Filter Improving Human Action Recognition in Videos.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Multiple ground targets tracking using negative information.
Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006

Belief scheduling for recognition of human action sequence.
Proceedings of the 9th International Conference on Information Fusion, 2006

Camera motion classification based on Transferable Belief Model.
Proceedings of the 14th European Signal Processing Conference, 2006

Shape-Motion Based Athlete Tracking for Multilevel Action Recognition.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

2005
Belief Theory-Based Classifiers Comparison for Static Human Body Postures Recognition in Video.
Proceedings of the Second World Enformatika Conference, 2005

Static human body postures recognition in video sequences using the belief theory.
Proceedings of the 2005 International Conference on Image Processing, 2005

Facial Expression Recognition Based on the Belief Theory: Comparison with Different Classifiers.
Proceedings of the Image Analysis and Processing, 2005

Belief Theory Applied to Facial Expressions Classification.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Spatiotemporal information fusion for human action recognition in videos.
Proceedings of the 13th European Signal Processing Conference, 2005

Video classification based on low-level feature fusion model.
Proceedings of the 13th European Signal Processing Conference, 2005

2003
Reconnaissance crédibiliste de séquences temporelles.
Tech. Sci. Informatiques, 2003

IDRES: A rule-based system for driving situation recognition with uncertainty management.
Inf. Fusion, 2003

2002
Study of Dempster-Shafer theory for image segmentation applications.
Image Vis. Comput., 2002

2001
Dempster Shafer Approach for High Level Data Fusion Applied to the Assessment of Myocardial Viability.
Proceedings of the Functional Imaging and Modeling of the Heart, 2001

1999
State Recognition in Discrete Dynamical Systems Using Petri Nets and Evidence Theory.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1999

1998
Dealing with uncertainty on the initial state of a Petri net.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

1997
Driving Activity: How to Improve Knowledge of the Environment.
J. Intell. Robotic Syst., 1997

1994
Dynamic data temporal multisensor fusion in the Prometheus ProLab2 Demonstrator.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994

1991
Fusion of multi-sensor data: a geometric approach.
Proceedings of the 1991 IEEE International Conference on Robotics and Automation, 1991


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