Marco CONGEDO
Chargé de Recherche CNRS
Equipe Vision and Brain Signal Processing
Département Images et Signal
ME CONTACTER / CONTACT ME
Mail : marco.congedo@gipsa-lab.grenoble-inp.fr

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

Bureau D1195
Tél.33 (0)4 76 82 62 52
Fax : 33 (0)4 76 57 47 90
PUBLICATIONS RECENTES / RECENT PUBLICATIONS
Les derniéres publications de la collection Gipsa dans HAL

Riemannian Online Algorithms for Estimating Mixture Model Parameters

Paolo Zanini, Salem Said, Yannick Berthoumieu, Marco Congedo, Christian Jutten. Riemannian Online Algorithms for Estimating Mixture Model Parameters. Geometric Science of Information, Nov 2017, Paris, France. Geometric Science of Information, 〈10.1007/978-3-319-68445-1_78〉. 〈hal-01630177〉

Dimensionality Reduction for BCI classification using Riemannian geometry

Pedro Rodrigues, Florent Bouchard, Marco Congedo, Christian Jutten. Dimensionality Reduction for BCI classification using Riemannian geometry. 7th Graz Brain-Computer Interface Conference, Sep 2017, Graz, Austria. 7th Graz Brain-Computer Interface Conference, 〈https://www.tugraz.at/institute/ine/graz-bci-conferences/graz-bci-conference-2017/〉. 〈10.3217/978-3-85125-533-1-16〉. 〈hal-01591258〉

Réduction de dimension pour la Séparation Aveugle de Sources

Florent Bouchard, Pedro Rodrigues, Jérôme Malick, Marco Congedo. Réduction de dimension pour la Séparation Aveugle de Sources. GRETSI 2017, Sep 2017, Juan les Pins, France. 〈hal-01589766〉

Géométrie Riemannienne appliquée à la réduction de la dimension de signaux EEG pour les interfaces cerveau-machine

Pedro Rodrigues, Florent Bouchard, Marco Congedo, Christian Jutten. Géométrie Riemannienne appliquée à la réduction de la dimension de signaux EEG pour les interfaces cerveau-machine. GRETSI, Sep 2017, Juan Les Pins, France. 〈http://gretsi.fr/colloque2017/〉. 〈hal-01591252〉

Diagonality measures of Hermitian positive-definite matrices with application to the approximate joint diagonalization problem

Khaled Alyani, Marco Congedo, Maher Moakher. Diagonality measures of Hermitian positive-definite matrices with application to the approximate joint diagonalization problem. Linear Algebra and its Applications, Elsevier, 2017, 528, pp.290 - 320. 〈10.1016/j.laa.2016.08.031〉. 〈hal-01578462〉

A Closed-Form Unsupervised Geometry-Aware Dimensionality Reduction Method in the Riemannian Manifold of SPD Matrices

Marco Congedo, Pedro Rodrigues, Florent Bouchard, Alexandre Barachant, Christian Jutten. A Closed-Form Unsupervised Geometry-Aware Dimensionality Reduction Method in the Riemannian Manifold of SPD Matrices. 39th International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island (EMBC'17), Jul 2017, Jeju Island, South Korea. IEEE, Proceedings of the 39th International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island, South Korea, July 11-1

Fixed Point Algorithms for Estimating Power Means of Positive Definite Matrices

Marco Congedo, Alexandre Barachant, Rajendra Bhatia. Fixed Point Algorithms for Estimating Power Means of Positive Definite Matrices. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2017, 65 (9), pp.2211 - 2220. 〈10.1109/TSP.2017.2649483〉. 〈hal-01500514〉

Approximate Joint Diagonalization According to the Natural Riemannian Distance

Florent Bouchard, Jérôme Malick, Marco Congedo. Approximate Joint Diagonalization According to the Natural Riemannian Distance. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA-ICA 2017), Feb 2017, Grenoble, France. Lecture Notes in Computer Science, 10169, pp.290-299, 2017, Latent Variable Analysis and Signal Separation 13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings. 〈http://www.lva-ica-2017.com/〉

Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review

Marco Congedo, Alexandre Barachant, Rajendra Bhatia. Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review. Brain-Computer Interfaces, Taylor & Francis, 2017, 4 (3), pp.155-174. 〈http://www.tandfonline.com/doi/full/10.1080/2326263X.2017.1297192〉. 〈10.1080/2326263X.2017.1297192〉. 〈hal-01570120〉

A Fixed-Point Algorithm for Estimating Power Means of Positive Definite Matrices

Marco Congedo, Ronald Phlypo, Alexandre Barachant. A Fixed-Point Algorithm for Estimating Power Means of Positive Definite Matrices. 24th European Signal Processing Conference (EUSIPCO 2016), Aug 2016, Budapest, Hungary. pp.2016-2010, 24th European Signal Processing Conference (EUSIPCO). 〈hal-01363817〉

ENCADREMENT DE THESES / PhD THESIS SUPERVISED

Grenoble Images Parole Signal Automatique laboratoire

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