Michèle Rombaut

Publication Activity (10 Years)

Years Active: 1991-2022
Publications (10 Years): 17

Top Topics

Metric Learning

Top Venues

GISTAM (Selected Papers)

VISIGRAPP (5: VISAPP)

AALTD@PKDD/ECML (Revised Selected Papers)

Publications

Katia Sousa Lillo, Andrea de Maio, Simon Lacroix, Amaury Nègre, Michèle Rombaut, Nicolas Marchand, Nicolas Vercier
DUNE: Deep UNcertainty Estimation for tracked visual features. IPAS (2022)
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin, Anuvabh Dutt
Descriptor extraction based on a multilayer dictionary architecture for classification of natural images. Comput. Vis. Image Underst. 191 (2020)
Bruce Canovas, Michèle Rombaut, Amaury Nègre, Denis Pellerin, Serge Olympieff
Speed and Memory Efficient Dense RGB-D SLAM in Dynamic Scenes. IROS (2020)
Coralie Martinez, Emmanuel Ramasso, Guillaume Perrin, Michèle Rombaut
Adaptive early classification of temporal sequences using deep reinforcement learning. Knowl. Based Syst. 190 (2020)
Bruce Canovas, Michèle Rombaut, Amaury Nègre, Serge Olympieff, Denis Pellerin
A Coarse and Relevant 3D Representation for Fast and Lightweight RGB-D Mapping. VISIGRAPP (5: VISAPP) (2019)
Joseph Baudrillard, Sébastien Guillon, Jean-Marc Chassery, Michèle Rombaut, Kai Wang
Reconstruction of Piecewise-Explicit Surfaces from Three-Dimensional Polylines and Heightmap Fragments. GISTAM (Selected Papers) (2018)
Miguel García-García, Alice Caplier, Michèle Rombaut
Sleep Deprivation Detection for Real-Time Driver Monitoring Using Deep Learning. ICIAR (2018)
Coralie Martinez, Guillaume Perrin, Emmanuel Ramasso, Michèle Rombaut
A Deep Reinforcement Learning Approach for Early Classification of Time Series. EUSIPCO (2018)
Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut, Saeed Varasteh
Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classification. Inf. Sci. 418 (2017)
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin
Multi-layer Dictionary Learning for Image Classification. ACIVS (2016)
Quentin Labourey, Olivier Aycard, Denis Pellerin, Michèle Rombaut, Catherine Garbay
An Evidential Filter for Indoor Navigation of a Mobile Robot in Dynamic Environment. IPMU (1) (2016)
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin
Rejection-based classification for action recognition using a spatio-temporal dictionary. EUSIPCO (2015)
Quentin Labourey, Denis Pellerin, Michèle Rombaut, Olivier Aycard, Catherine Garbay
Sound classification in indoor environment thanks to belief functions. EUSIPCO (2015)
Thibaut Castaings Onera, Benjamin Pannetier, Florent Muller, Michèle Rombaut
Track initiation in low-earth-orbit objects using statistical modeling of sparse observations. IEEE Trans. Aerosp. Electron. Syst. 51 (1) (2015)
Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut
Multiple metric learning for large margin kNN classification of time series. EUSIPCO (2015)
Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut
Temporal and Frequential Metric Learning for Time Series kNN Classification. AALTD@PKDD/ECML (2015)
Cao-Tri Do, Ahlame Douzal Chouakria, Sylvain Marié, Michèle Rombaut
A Multi-modal Metric Learning Framework for Time Series kNN Classification. AALTD@PKDD/ECML (Revised Selected Papers) (2015)
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin
Dictionary of gray-level 3D patches for action recognition. MLSP (2014)
Quentin Labourey, Olivier Aycard, Denis Pellerin, Michèle Rombaut
Audiovisual Data Fusion for Successive Speakers Tracking. VISAPP (1) (2014)
Iman Jarkass, Michèle Rombaut
Dealing with Uncertainty on the Initial State of a Petri Net CoRR (2013)
Evangeline Pollard, Michèle Rombaut, Benjamin Pannetier
Situation Assessment: An End-to-End Process for the Detection of Objects of Interest. IEEE Trans. Aerosp. Electron. Syst. 49 (4) (2013)
Emmanuel Ramasso, Michèle Rombaut, Noureddine Zerhouni
Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions. IEEE Trans. Cybern. 43 (1) (2013)
Emmanuel Ramasso, Michèle Rombaut, Noureddine Zerhouni
Prognostic by Classification of Predictions Combining Similarity-Based Estimation and Belief Functions. Belief Functions (2012)
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin
Adaptive Initialization of a EvKNN Classification Algorithm. Belief Functions (2012)
Evangeline Pollard, Benjamin Pannetier, Michèle Rombaut
Hybrid Algorithms for Multitarget Tracking using MHT and GM-CPHD. IEEE Trans. Aerosp. Electron. Syst. 47 (2) (2011)
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
IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID (2011)
Cédric Rousset, Pierre-Yves Coulon, Michèle Rombaut
Transferable Belief Model for hair mask segmentation. ICIP (2010)
Evangeline Pollard, Michèle Rombaut, Benjamin Pannetier
Bayesian Networks vs. Evidential Networks: An Application to Convoy Detection. IPMU (1) (2010)
Emmanuel Ramasso, Costas Panagiotakis, Michèle Rombaut, Denis Pellerin
Belief Scheduler based on model failure detection in the TBM framework. Application to human activity recognition. Int. J. Approx. Reason. 51 (7) (2010)
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
IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID (2010)
Alain Simac-Lejeune, Michèle Rombaut, Patrick Lambert
Spatio-temporal Block Model for Video Indexation Assistance. KDIR (2010)
Evangeline Pollard, Benjamin Pannetier, Michèle Rombaut
Performances in multitarget tracking for convoy detection over real GMTI data. FUSION (2010)
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
IRIM at TRECVID 2009 : High Level Feature Extraction. TRECVID (2009)
Alain Simac-Lejeune, Sophie Marat, Denis Pellerin, Patrick Lambert, Michèle Rombaut, Nathalie Guyader
Relevance of Interest Points for Eye Position Prediction on Videos. ICVS (2009)
Evangeline Pollard, Benjamin Pannetier, Michèle Rombaut
Convoy detection processing by using the hybrid algorithm (GMCPHD/VS-IMMC-MHT) and Dynamic Bayesian Networks. FUSION (2009)
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
Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion. TVS (2008)
Emmanuel Ramasso, Costas Panagiotakis, Denis Pellerin, Michèle Rombaut
Human action recognition in videos based on the Transferable Belief Model. Pattern Anal. Appl. 11 (1) (2008)
Frédéric Maussang, Michèle Rombaut, Jocelyn Chanussot, Alain Hétet, Maud Amate
Fusion of Local Statistical Parameters for Buried Underwater Mine Detection in Sonar Imaging. EURASIP J. Adv. Signal Process. 2008 (2008)
Costas Panagiotakis, Emmanuel Ramasso, Georgios Tziritas, Michèle Rombaut, Denis Pellerin
Shape-Based Individual/Group Detection for Sport Videos Categorization. Int. J. Pattern Recognit. Artif. Intell. 22 (6) (2008)
Oya Aran, Ismail Ari, Alexandre Benoît, Ana Huerta Carrillo, François-Xavier Fanard, Pavel Campr, Lale Akarun, Alice Caplier, Michèle Rombaut, Bülent Sankur
Sign Language Tutoring Tool CoRR (2008)
Benjamin Pannetier, Michèle Rombaut
Terrain obscuration managment for multiple ground target tracking. FUSION (2007)
Costas Panagiotakis, Emmanuel Ramasso, Georgios Tziritas, Michèle Rombaut, Denis Pellerin
Automatic people detection and counting for athletic videos classification. AVSS (2007)
Mickaël Guironnet, Denis Pellerin, Michèle Rombaut
A fusion architecture based on TBM for camera motion classification. Image Vis. Comput. 25 (11) (2007)
Zakia Hammal, Laurent Couvreur, Alice Caplier, Michèle Rombaut
Facial expression classification: An approach based on the fusion of facial deformations using the transferable belief model. Int. J. Approx. Reason. 46 (3) (2007)
Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin
State Filtering and Change Detection Using TBM Conflict Application to Human Action Recognition in Athletics Videos. IEEE Trans. Circuits Syst. Video Technol. 17 (7) (2007)
Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin
Forward-Backward-Viterbi Procedures in the Transferable Belief Model for State Sequence Analysis Using Belief Functions. ECSQARU (2007)
Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin
A Temporal Belief Filter Improving Human Action Recognition in Videos. ICASSP (2) (2006)
Benjamin Pannetier, Vincent Nimier, Michèle Rombaut
Multiple Ground Target Tracking with a GMTI Sensor. MFI (2006)
Emmanuel Ramasso, Denis Pellerin, Michèle Rombaut
Belief scheduling for recognition of human action sequence. FUSION (2006)
Costas Panagiotakis, Emmanuel Ramasso, Georgios Tziritas, Michèle Rombaut, Denis Pellerin
Shape-Motion Based Athlete Tracking for Multilevel Action Recognition. AMDO (2006)
Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin
Un filtre temporel crédibiliste pour la reconnaissance d'actions humaines dans les vidéos CoRR (2006)
Mickaël Guironnet, Denis Pellerin, Michèle Rombaut
Camera motion classification based on Transferable Belief Model. EUSIPCO (2006)
Benjamin Pannetier, Vincent Nimier, Michèle Rombaut
Multiple ground targets tracking using negative information. GI Jahrestagung (1) (2006)
Zakia Hammal, Alice Caplier, Michèle Rombaut
Belief Theory Applied to Facial Expressions Classification. ICAPR (2) (2005)
Mickaël Guironnet, Denis Pellerin, Michèle Rombaut
Video classification based on low-level feature fusion model. EUSIPCO (2005)
Vincent Girondel, Laurent Bonnaud, Alice Caplier, Michèle Rombaut
Static human body postures recognition in video sequences using the belief theory. ICIP (2) (2005)
Vincent Girondel, Laurent Bonnaud, Alice Caplier, Michèle Rombaut
Belief Theory-Based Classifiers Comparison for Static Human Body Postures Recognition in Video. WEC (2) (2005)
Zakia Hammal, Laurent Couvreur, Alice Caplier, Michèle Rombaut
Facial Expression Recognition Based on the Belief Theory: Comparison with Different Classifiers. ICIAP (2005)
Emmanuel Ramasso, Denis Pellerin, Costas Panagiotakis, Michèle Rombaut, George Tziritas, William Lim
Spatiotemporal information fusion for human action recognition in videos. EUSIPCO (2005)
Jean-Marc Nigro, Michèle Rombaut
IDRES: A rule-based system for driving situation recognition with uncertainty management. Inf. Fusion 4 (4) (2003)
Iman Jarkass, Michèle Rombaut
Reconnaissance crédibiliste de séquences temporelles. Tech. Sci. Informatiques 22 (7-8) (2003)
Michèle Rombaut, Yue Min Zhu
Study of Dempster-Shafer theory for image segmentation applications. Image Vis. Comput. 20 (1) (2002)
Chantal Muller, Michèle Rombaut, Marc Janier
Dempster Shafer Approach for High Level Data Fusion Applied to the Assessment of Myocardial Viability. FIMH (2001)
Michèle Rombaut, Iman Jarkass, Thierry Denoeux
State Recognition in Discrete Dynamical Systems Using Petri Nets and Evidence Theory. ESCQARU (1999)
Iman Jarkass, Michèle Rombaut
Dealing with uncertainty on the initial state of a Petri net. UAI (1998)
Michèle Rombaut, Nadine Le Fort-Piat
Driving Activity: How to Improve Knowledge of the Environment. J. Intell. Robotic Syst. 18 (4) (1997)
Michèle Rombaut, Dominique Meizel
Dynamic data temporal multisensor fusion in the Prometheus ProLab2 Demonstrator. ICRA (1994)
A. Preciado, Dominique Meizel, Armando Segovia, Michèle Rombaut
Fusion of multi-sensor data: a geometric approach. ICRA (1991)