Michèle ROMBAUT
Professeur Université Grenoble Alpes
Equipe COntrol, PErception, Robots, Navigation and Intelligent Computing
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

Adaptive early classification of temporal sequences using deep reinforcement learning

Coralie Martinez, Emmanuel Ramasso, Guillaume Perrin, Michèle Rombaut. Adaptive early classification of temporal sequences using deep reinforcement learning. Knowledge-Based Systems, Elsevier, 2019, ⟨ 10.1016/j.knosys.2019.105290 ⟩. ⟨ hal-02401099 ⟩

Reconstruction 3D légère et basse résolution en environnements intérieurs à partir de caméra RGB-D

Bruce Canovas, Michèle Rombaut, Amaury Nègre, Serge Olympieff, Denis Pellerin. Reconstruction 3D légère et basse résolution en environnements intérieurs à partir de caméra RGB-D. XXVIIème colloque GRETSI (GRETSI 2019), Aug 2019, Lille, France. ⟨ hal-02285975 ⟩

Apprentissage par renforcement profond pour la classification précoce de séquences temporelles

Coralie Martinez, Emmanuel Ramasso, Guillaume Perrin, Michèle Rombaut. Apprentissage par renforcement profond pour la classification précoce de séquences temporelles. XXVIIème colloque GRETSI (GRETSI 2019), Aug 2019, Lille, France. ⟨ hal-02279991 ⟩

Reconstruction of piecewise-explicit surfaces from three-dimensional polylines and heightmap fragments

Joseph Baudrillard, Sebastien Guillon, Jean-Marc Chassery, Michèle Rombaut, Kai Wang. Reconstruction of piecewise-explicit surfaces from three-dimensional polylines and heightmap fragments. Geographical Information Systems Theory, Applications and Management (4th International Conference, GISTAM 2018, Funchal, Madeira, Portugal, March 17–19, 2018, Revised Selected Papers), pp.1-27, 2019, ⟨ 10.1007/978-3-030-29948-4_1 ⟩. ⟨ hal-02306545 ⟩

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 ⟩

ENCADREMENT DE THESES / PhD THESIS SUPERVISED

Grenoble Images Parole Signal Automatique laboratoire

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