Pierre COMON
Directeur de Recherche CNRS
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

Topology of tensor ranksTopologie des rangs tensoriels

Pierre Comon, Lim Lek-Heng, Yang Qi, Ke Ye. Topology of tensor ranks. Advances in Mathematics, Elsevier, 2020, 367, ⟨ 10.1016/j.aim.2020.107128 ⟩. ⟨ hal-02361504 ⟩

On Cramér-Rao lower bounds with random equality constraints

Clémence Prévost, Eric Chaumette, Konstantin Usevich, David Brie, Pierre Comon. On Cramér-Rao lower bounds with random equality constraints. International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, May 2020, Barcelone, Spain. ⟨ hal-02486600 ⟩

Approximate matrix and tensor diagonalization by unitary transformations: convergence of Jacobi-type algorithms

Konstantin Usevich, Jianze Li, Pierre Comon. Approximate matrix and tensor diagonalization by unitary transformations: convergence of Jacobi-type algorithms. 2020. ⟨ hal-01998900v3 ⟩

Real-time gas recognition and gas unmixing in a robot application

Pierre Maho, Cyril Herrier, Thierry Livache, Pierre Comon, Simon Barthelme. Real-time gas recognition and gas unmixing in a robot application. 2020. ⟨ hal-02448737 ⟩

Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion

Yang Xu, Zebin Wu, Jocelyn Chanussot, Pierre Comon, Zhihui Wei. Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2020, 58 (1), pp.348-362. ⟨ 10.1109/TGRS.2019.2936486 ⟩. ⟨ hal-02123922 ⟩

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

Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie. Hyperspectral super-resolution with coupled Tucker approximation: Recoverability and SVD-based algorithms. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2020, 68, pp.931-946. ⟨ 10.1109/TSP.2020.2965305 ⟩. ⟨ hal-01911969v4 ⟩

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. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, In press. ⟨ hal-01899469v3 ⟩

Performance bounds for coupled CP model in the framework of hyperspectral super-resolution

Clémence Prevost, Konstantin Usevich, Pierre Comon, Martin Haardt, David Brie. Performance bounds for coupled CP model in the framework of hyperspectral super-resolution. 8th Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019, Dec 2019, Le Gosier, Guadeloupe, France. ⟨ hal-02303132v2 ⟩

Text mining with constrained tensor decomposition

Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh. Text mining with constrained tensor decomposition. Fifth International Conference on Machine Learning, Optimization, and Data Science, Sep 2019, Certosa di Pontignano, Siena, Italy. ⟨ hal-02084803 ⟩

Path-connectedness of tensor ranks

Yang Qi, Pierre Comon, Lek-Heng Lim, Ke Ye. Path-connectedness of tensor ranks. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruna, Spain. ⟨ 10.23919/EUSIPCO.2019.8903027 ⟩. ⟨ hal-02121152 ⟩

ENCADREMENT DE THESES / PhD THESIS SUPERVISED

Grenoble Images Parole Signal Automatique laboratoire

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