Michèle ROMBAUT
Professeur Université Grenoble Alpes
Equipe Architecture, Géométrie, Perception, Images, Gestes
Département Images et Signal
ME CONTACTER / CONTACT ME
Mail : michele.rombaut@gipsa-lab.grenoble-inp.fr

11 rue des mathématiques
Domaine Universitaire
BP 46
38402 Saint Martin d'Hères cedex

Bureau D1116
Tél.33 (0)4 76 57 43 68
Fax : 33 (0)4 76 57 47 90
PUBLICATIONS RECENTES / RECENT PUBLICATIONS
Les derniéres publications de la collection Gipsa dans HAL

A deep reinforcement learning approach for early classification of time series

Martinez Coralie, Guillaume Perrin, E Ramasso, Michèle Rombaut. A deep reinforcement learning approach for early classification of time series. 26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. 〈hal-01825472〉

Parameterization of polylines in unorganized cross-sections and open surface reconstruction

Joseph Baudrillard, Sebastien Guillon, Jean-Marc Chassery, Michèle Rombaut, Kai Wang. Parameterization of polylines in unorganized cross-sections and open surface reconstruction. 9th International Conference on Curves and Surfaces, Jun 2018, Arcachon, France. 〈hal-01774804〉

Sleep Deprivation Detection for Real-Time Driver Monitoring using Deep Learning

Miguel García-García, Alice Caplier, Michèle Rombaut. Sleep Deprivation Detection for Real-Time Driver Monitoring using Deep Learning. ICIAR 2018, Jun 2018, Povoa de Varzim, Portugal. 〈hal-01837080〉

Reconstruction of piecewise-explicit surfaces from three-dimensional polylines

Joseph Baudrillard, Sébastien Guillon, Jean-Marc Chassery, Michèle Rombaut, Kai Wang. Reconstruction of piecewise-explicit surfaces from three-dimensional polylines: Applications in seismic interpretation in compressive domain. International Conference on Geographical Information Systems Theory, Applications and Management (Doctoral Consortium), Mar 2018, Funchal, Madeira, Portugal. 2018. 〈hal-01720662〉

Driver Head Movements While Using a Smartphone in a Naturalistic Context

Miguel García-García, Alice Caplier, Michèle Rombaut. Driver Head Movements While Using a Smartphone in a Naturalistic Context. 6th International Symposium on Naturalistic Driving Research, Jun 2017, The Hague, Netherlands. 8. 〈hal-01538606〉

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. Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classification. Information Sciences, Elsevier, 2017, pp.418-419. 〈10.1016/j.ins.2017.08.020〉. 〈hal-01579028〉

Multi-layer Dictionary Learning for Image Classification

Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin. Multi-layer Dictionary Learning for Image Classification. International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2016), Oct 2016, Lecce, Italy. ACIVS 2016, Advanced Concepts for Intelligent Vision Systems, 2016. 〈hal-01388907〉

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

Quentin Labourey, Olivier Aycard, Denis Pellerin, Michèle Rombaut, Catherine Garbay. An Evidential Filter for Indoor Navigation of a Mobile Robot in Dynamic Environment. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), Jun 2016, Eindhoven, Netherlands. 2016, 〈10.1007/978-3-319-40596-4_25〉. 〈hal-01341861〉

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

Cao-Tri Do, Ahlame Douzal-Chouakria, Sylvain Marié, Michèle Rombaut. A Multi-modal Metric Learning Framework for Time Series kNN Classification. Advanced Analysis and Learning on Temporal Data, pp.131-143, 2016, 〈10.1007/978-3-319-44412-3_9 〉. 〈hal-01385071〉

Temporal and Frequential Metric Learning for Time Series kNN Classification

Cao-Tri Do, Ahlame Douzal-Chouakria, Sylvain Marié, Michèle Rombaut. Temporal and Frequential Metric Learning for Time Series kNN Classification. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML-PKDD 2015), Sep 2015, Porto, Portugal. Proceedings of the ECML/PKDD 2015. 〈hal-01208429〉

ENCADREMENT DE THESES / PhD THESIS SUPERVISED

Grenoble Images Parole Signal Automatique laboratoire

UMR 5216 CNRS - Grenoble INP - Université Joseph Fourier - Université Stendhal