Michèle Rombaut

According to our database, Michèle Rombaut authored at least 66 papers between 1991 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

DUNE: Deep UNcertainty Estimation for tracked visual features.

Katia Sousa Lillo, Andrea De Maio, Simon Lacroix, Amaury Nègre, Michèle Rombaut, Nicolas Marchand, Nicolas Vercier

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.

Coralie Martinez, Emmanuel Ramasso, Guillaume Perrin, Michèle Rombaut

Knowl. Based Syst., 2020

Descriptor extraction based on a multilayer dictionary architecture for classification of natural images.

Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin, Anuvabh Dutt

Comput. Vis. Image Underst., 2020

Speed and Memory Efficient Dense RGB-D SLAM in Dynamic Scenes.

Bruce Canovas, Michèle Rombaut, Amaury Nègre, Denis Pellerin, Serge Olympieff

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.

Bruce Canovas, Michèle Rombaut, Amaury Nègre, Serge Olympieff, Denis Pellerin

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

2018

Sleep Deprivation Detection for Real-Time Driver Monitoring Using Deep Learning.

Miguel García-García, Alice Caplier, Michèle Rombaut

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

A Deep Reinforcement Learning Approach for Early Classification of Time Series.

Coralie Martinez, Guillaume Perrin, Emmanuel Ramasso, Michèle Rombaut

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.

Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut, Saeed Varasteh

Inf. Sci., 2017

2016

An Evidential Filter for Indoor Navigation of a Mobile Robot in Dynamic Environment.

Quentin Labourey, Olivier Aycard, Denis Pellerin, Michèle Rombaut, Catherine Garbay

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Multi-layer Dictionary Learning for Image Classification.

Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

Track initiation in low-earth-orbit objects using statistical modeling of sparse observations.

Thibaut Castaings Onera, Benjamin Pannetier, Florent Muller, Michèle Rombaut

IEEE Trans. Aerosp. Electron. Syst., 2015

A Multi-modal Metric Learning Framework for Time Series kNN Classification.

Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut

Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015

Temporal and Frequential Metric Learning for Time Series kNN Classification.

Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut

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.

Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin

Proceedings of the 23rd European Signal Processing Conference, 2015

Sound classification in indoor environment thanks to belief functions.

Quentin Labourey, Denis Pellerin, Michèle Rombaut, Olivier Aycard, Catherine Garbay

Proceedings of the 23rd European Signal Processing Conference, 2015

Multiple metric learning for large margin kNN classification of time series.

Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Audiovisual Data Fusion for Successive Speakers Tracking.

Quentin Labourey, Olivier Aycard, Denis Pellerin, Michèle Rombaut

Proceedings of the VISAPP 2014, 2014

Dictionary of gray-level 3D patches for action recognition.

Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin

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.

Emmanuel Ramasso, Michèle Rombaut, Noureddine Zerhouni

IEEE Trans. Cybern., 2013

Situation Assessment: An End-to-End Process for the Detection of Objects of Interest.

Evangeline Pollard, Michèle Rombaut, Benjamin Pannetier

IEEE Trans. Aerosp. Electron. Syst., 2013

2012

Adaptive Initialization of a EvKNN Classification Algorithm.

Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin

Proceedings of the Belief Functions: Theory and Applications, 2012

Prognostic by Classification of Predictions Combining Similarity-Based Estimation and Belief Functions.

Emmanuel Ramasso, Michèle Rombaut, Noureddine Zerhouni

Proceedings of the Belief Functions: Theory and Applications, 2012

2011

Hybrid Algorithms for Multitarget Tracking using MHT and GM-CPHD.

Evangeline Pollard, Benjamin Pannetier, Michèle Rombaut

IEEE Trans. Aerosp. Electron. Syst., 2011

IRIM at TRECVID 2011 : Semantic Indexing and Instance Search.

Bertrand Delezoide, Frédéric Precioso, Philippe Henri Gosselin, Miriam Redi, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Jégou, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Bahjat Safadi, Franck Thollard, Georges Quénot, Hervé Bredin, Matthieu Cord, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

2010

Belief Scheduler based on model failure detection in the TBM framework. Application to human activity recognition.

Emmanuel Ramasso, Costas Panagiotakis, Michèle Rombaut, Denis Pellerin

Int. J. Approx. Reason., 2010

IRIM at TRECVID 2010 : Semantic Indexing and Instance Search.

David Gorisse, Frédéric Precioso, Philippe Henri Gosselin, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Rémi Vieux, Boris Mansencal, Yifan Zhou, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Alexandre Benoît, Patrick Lambert

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Bayesian Networks vs. Evidential Networks: An Application to Convoy Detection.

Evangeline Pollard, Michèle Rombaut, Benjamin Pannetier

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

Transferable Belief Model for hair mask segmentation.

Cédric Rousset, Pierre-Yves Coulon, Michèle Rombaut

Proceedings of the International Conference on Image Processing, 2010

Spatio-temporal Block Model for Video Indexation Assistance.

Alain Simac-Lejeune, Michèle Rombaut, Patrick Lambert

Proceedings of the KDIR 2010, 2010

Performances in multitarget tracking for convoy detection over real GMTI data.

Evangeline Pollard, Benjamin Pannetier, Michèle Rombaut

Proceedings of the 13th Conference on Information Fusion, 2010

2009

IRIM at TRECVID 2009 : High Level Feature Extraction.

Bertrand Delezoide, Hervé Le Borgne, Pierre-Alain Moëllic, Frédéric Precioso, Philippe Gosselin, Feng Wang, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Boris Mansencal, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Jonathan Fabrizio, Matthieu Cord, Hervé Glotin, Zhongqiu Zhao, Emilie Dumont, Bertrand Augereau

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Relevance of Interest Points for Eye Position Prediction on Videos.

Alain Simac-Lejeune, Sophie Marat, Denis Pellerin, Patrick Lambert, Michèle Rombaut, Nathalie Guyader

Proceedings of the Computer Vision Systems, 2009

Convoy detection processing by using the hybrid algorithm (GMCPHD/VS-IMMC-MHT) and Dynamic Bayesian Networks.

Evangeline Pollard, Benjamin Pannetier, Michèle Rombaut

Proceedings of the 12th International Conference on Information Fusion, 2009

2008

Human action recognition in videos based on the Transferable Belief Model.

Emmanuel Ramasso, Costas Panagiotakis, Denis Pellerin, Michèle Rombaut

Pattern Anal. Appl., 2008

Shape-Based Individual/Group Detection for Sport Videos Categorization.

Costas Panagiotakis, Emmanuel Ramasso, Georgios Tziritas, Michèle Rombaut, Denis Pellerin

Int. J. Pattern Recognit. Artif. Intell., 2008

Fusion of Local Statistical Parameters for Buried Underwater Mine Detection in Sonar Imaging.

Frédéric Maussang, Michèle Rombaut, Jocelyn Chanussot, Alain Hétet, Maud Amate

EURASIP J. Adv. Signal Process., 2008

Sign Language Tutoring Tool

Oya Aran, Ismail Ari, Alexandre Benoît, Ana Huerta Carrillo, François-Xavier Fanard, Pavel Campr, Lale Akarun, Alice Caplier, Michèle Rombaut, Bülent Sankur

CoRR, 2008

Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion.

Georges Quénot, Jenny Benois-Pineau, Boris Mansencal, Eliana Rossi, Matthieu Cord, Frédéric Precioso, David Gorisse, Patrick Lambert, Bertrand Augereau, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Stéphane Ayache

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.

Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin

IEEE Trans. Circuits Syst. Video Technol., 2007

A fusion architecture based on TBM for camera motion classification.

Mickaël Guironnet, Denis Pellerin, Michèle Rombaut

Image Vis. Comput., 2007

Facial expression classification: An approach based on the fusion of facial deformations using the transferable belief model.

Zakia Hammal, Laurent Couvreur, Alice Caplier, Michèle Rombaut

Int. J. Approx. Reason., 2007

Terrain obscuration managment for multiple ground target tracking.

Benjamin Pannetier, Michèle Rombaut

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.

Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

Automatic people detection and counting for athletic videos classification.

Costas Panagiotakis, Emmanuel Ramasso, Georgios Tziritas, Michèle Rombaut, Denis Pellerin

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

Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin

CoRR, 2006

Multiple Ground Target Tracking with a GMTI Sensor.

Benjamin Pannetier, Vincent Nimier, Michèle Rombaut

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.

Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Multiple ground targets tracking using negative information.

Benjamin Pannetier, Vincent Nimier, Michèle Rombaut

Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006

Belief scheduling for recognition of human action sequence.

Emmanuel Ramasso, Denis Pellerin, Michèle Rombaut

Proceedings of the 9th International Conference on Information Fusion, 2006

Camera motion classification based on Transferable Belief Model.

Mickaël Guironnet, Denis Pellerin, Michèle Rombaut

Proceedings of the 14th European Signal Processing Conference, 2006

Shape-Motion Based Athlete Tracking for Multilevel Action Recognition.

Costas Panagiotakis, Emmanuel Ramasso, Georgios Tziritas, Michèle Rombaut, Denis Pellerin

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.

Vincent Girondel, Laurent Bonnaud, Alice Caplier, Michèle Rombaut

Proceedings of the Second World Enformatika Conference, 2005

Static human body postures recognition in video sequences using the belief theory.

Vincent Girondel, Laurent Bonnaud, Alice Caplier, Michèle Rombaut

Proceedings of the 2005 International Conference on Image Processing, 2005

Facial Expression Recognition Based on the Belief Theory: Comparison with Different Classifiers.

Zakia Hammal, Laurent Couvreur, Alice Caplier, Michèle Rombaut

Proceedings of the Image Analysis and Processing, 2005

Belief Theory Applied to Facial Expressions Classification.

Zakia Hammal, Alice Caplier, Michèle Rombaut

Proceedings of the Pattern Recognition and Image Analysis, 2005

Spatiotemporal information fusion for human action recognition in videos.

Emmanuel Ramasso, Denis Pellerin, Costas Panagiotakis, Michèle Rombaut, George Tziritas, William Lim

Proceedings of the 13th European Signal Processing Conference, 2005

Video classification based on low-level feature fusion model.

Mickaël Guironnet, Denis Pellerin, Michèle Rombaut

Proceedings of the 13th European Signal Processing Conference, 2005

2003

Reconnaissance crédibiliste de séquences temporelles.

Iman Jarkass, Michèle Rombaut

Tech. Sci. Informatiques, 2003

IDRES: A rule-based system for driving situation recognition with uncertainty management.

Jean-Marc Nigro, Michèle Rombaut

Inf. Fusion, 2003

2002

Study of Dempster-Shafer theory for image segmentation applications.

Michèle Rombaut, Yue Min Zhu

Image Vis. Comput., 2002

2001

Dempster Shafer Approach for High Level Data Fusion Applied to the Assessment of Myocardial Viability.

Chantal Muller, Michèle Rombaut, Marc Janier

Proceedings of the Functional Imaging and Modeling of the Heart, 2001

1999

State Recognition in Discrete Dynamical Systems Using Petri Nets and Evidence Theory.

Michèle Rombaut, Iman Jarkass, Thierry Denoeux

Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1999

1998

Dealing with uncertainty on the initial state of a Petri net.

Iman Jarkass, Michèle Rombaut

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.

Michèle Rombaut, Nadine Le Fort-Piat

J. Intell. Robotic Syst., 1997

1994

Dynamic data temporal multisensor fusion in the Prometheus ProLab2 Demonstrator.

Michèle Rombaut, Dominique Meizel

Proceedings of the 1994 International Conference on Robotics and Automation, 1994

1991

Fusion of multi-sensor data: a geometric approach.

A. Preciado, Dominique Meizel, Armando Segovia, Michèle Rombaut

Proceedings of the 1991 IEEE International Conference on Robotics and Automation, 1991