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 Coarse and Relevant 3D Representation for Fast and Lightweight RGB-D Mapping

Bruce Canovas, Michèle Rombaut, Amaury Nègre, Serge Olympieff, Denis Pellerin. A Coarse and Relevant 3D Representation for Fast and Lightweight RGB-D Mapping. VISAPP 2019 - International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic. ⟨hal-02068740⟩

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. 15th International Conference on Image Analysis and Recognition (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. ⟨hal-01720662⟩

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

Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin, Anuvabh Dutt. Descriptor extraction based on a multilayer dictionary architecture for classification of natural images. Computer Vision and Image Understanding, Elsevier, In press, ⟨10.1016/j.cviu.2018.08.002⟩. ⟨hal-01882600⟩

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. ⟨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. ⟨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. ⟨10.1007/978-3-319-40596-4_25⟩. ⟨hal-01341861⟩

ENCADREMENT DE THESES / PhD THESIS SUPERVISED

Grenoble Images Parole Signal Automatique laboratoire

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