Pierre COMON
Directeur de Recherche CNRS
Equipe Communication and Information in Complex Systems
Département Images et Signal
ME CONTACTER / CONTACT ME
Mail : pierre.comon@gipsa-lab.grenoble-inp.fr

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

Bureau D1112
Tél.33 (0)4 76 82 62 71
Fax : 33 (0)4 76 57 47 90
PUBLICATIONS RECENTES / RECENT PUBLICATIONS
Les derniéres publications de la collection Gipsa dans HAL

On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition

José Henrique De Morais Goulart, Pierre Comon. On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition. Linear Algebra and its Applications, Elsevier, 2019, 561, pp.161 - 186. 〈10.1016/j.laa.2018.09.031〉. 〈hal-01909603〉

Alternating group lasso for block-term tensor decomposition with application to ECG source separation

José Henrique De Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon. Alternating group lasso for block-term tensor decomposition with application to ECG source separation. 2018. 〈hal-01899469〉

Hyperspectral super-resolution with coupled Tucker approximation: Identifiability and SVD-based algorithms

Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie. Hyperspectral super-resolution with coupled Tucker approximation: Identifiability and SVD-based algorithms. BioSiS. 2018. 〈hal-01911969v2〉

Coherence Constrained Alternating Least Squares

Rodrigo Cabral Farias, José Henrique De Morais Goulart, Pierre Comon. Coherence Constrained Alternating Least Squares. 26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. 〈hal-01693946v2〉

Non-linear source separation under the Langmuir model for chemical sensors

Pierre Maho, Simon Barthelme, Pierre Comon. Non-linear source separation under the Langmuir model for chemical sensors. 10th IEEE Workshop on Sensor Array and Multichannel Signal Processing (SAM 2018), Jul 2018, Sheffield, United Kingdom. IEEE, pp.380-384, 2018, 〈10.1109/SAM.2018.8448636〉. 〈hal-01802358〉

Some issues in computing the CP decomposition of NonNegative Tensors

Pierre Comon, Mohamad Jouni, Mauro Dalla Mura. Some issues in computing the CP decomposition of NonNegative Tensors. 14th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2018), Jul 2018, Univ. of Surrey, Guildford, United Kingdom. Springer, Latent Variable Analysis and Signal Separation, 10891, Theoretical Computer Science and General Issues. 〈hal-01784370〉

Globally convergent Jacobi-type algorithms for simultaneous orthogonal symmetric tensor diagonalization

Jianze Li, Konstantin Usevich, Pierre Comon. Globally convergent Jacobi-type algorithms for simultaneous orthogonal symmetric tensor diagonalization. SIAM Journal on Matrix Analysis and Applications, Society for Industrial and Applied Mathematics, 2018, 39 (1), pp.1-22. 〈10.1137/17M1116295〉. 〈hal-01628257〉

Multidimensional ESPRIT for Damped and Undamped Signals: Algorithm, Computations, and Perturbation Analysis

Souleymen Sahnoun, Konstantin Usevich, Pierre Comon. Multidimensional ESPRIT for Damped and Undamped Signals: Algorithm, Computations, and Perturbation Analysis. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2017, 65 (22), pp. 5897-5910. 〈10.1109/TSP.2017.2736512〉. 〈hal-01360438v3〉

Wideband multiple diversity tensor array processing

Francesca Raimondi, Rodrigo Cabral Farias, Olivier Michel, Pierre Comon. Wideband multiple diversity tensor array processing. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2017, 65 (20), pp.5334-5346. 〈10.1109/TSP.2017.2725219〉. 〈hal-01350549v5〉

Performances optimales pour les données multimodales partiellement couplées

Chengfang Ren, Rodrigo Cabral Farias, Pierre-Olivier Amblard, Pierre Comon. Performances optimales pour les données multimodales partiellement couplées. XXVIème colloque GRETSI (GRETSI 2017), Sep 2017, Juan-Les-Pins, France. 2017 - GRETSI - Actes de Colloque, 2017, 〈www.gretsi.fr〉. 〈hal-01567124〉

ENCADREMENT DE THESES / PhD THESIS SUPERVISED
Prénom NOM Date d'entrée en thèse Sujet Ecole doctorale
JOUNI Mohamad01/10/2017Image analysis based on tensor representations EEATS
MAHO Pierre15/04/2017Analyse de données pour un capteur olfactif biomimétiqueEEATS
SOBHANI Elaheh01/10/2018EEATS

Grenoble Images Parole Signal Automatique laboratoire

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