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 ⟩

Using the Proximal Gradient and the Accelerated Proximal Gradient as a Canonical Polyadic tensor decomposition Algorithms in difficult situations

Marouane Nazih, Khalid Minaoui, Pierre Comon. Using the Proximal Gradient and the Accelerated Proximal Gradient as a Canonical Polyadic tensor decomposition Algorithms in difficult situations. Signal Processing, Elsevier, 2020, 171. ⟨ hal-02433477 ⟩

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 ⟩

Reliable chiral recognition with an optoelectronic nose

Pierre Maho, Cyril Herrier, Thierry Livache, Guillaume Rolland, Pierre Comon, et al.. Reliable chiral recognition with an optoelectronic nose. Biosensors and Bioelectronics, Elsevier, 2020, ⟨ 10.1016/j.bios.2020.112183 ⟩. ⟨ hal-02534216v2 ⟩

Hyperspectral Image Classification Based on Mathematical Morphology and Tensor DecompositionClassification d'images hyperspectrales basée sur la morphologie mathématique et la décomposition tensorielle

Mohamad Jouni, Mauro Dalla Mura, Pierre Comon. Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition. Mathematical Morphology - Theory and Applications, De Gruyter 2020, 4 (1), pp.1-30. ⟨ 10.1515/mathm-2020-0001 ⟩. ⟨ hal-02401272v3 ⟩

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 ⟩

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 ⟩

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 ⟩

ENCADREMENT DE THESES / PhD THESIS SUPERVISED

Grenoble Images Parole Signal Automatique laboratoire

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