P. Comon

Pierre Comon, Jean-Francois Cardoso, J. Cardoso, 1996, 1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96.

CorrIndex: A permutation invariant performance index

C. Jutten, P. Comon, M. Babaie-Zadeh, 2022, Signal Process..

Tensor decompositions with banded matrix factors

Pierre Comon, Mikael Sorensen, P. Comon, 2013 .

Comparison of UTCI to selected thermal indices

L. K. Hansen, Ian H. Jermyn, O. Cappé, 2012 .

A PAIR SWEEPING METHOD FOR SOME SIMULTANEOUS MATRIX DIAGONALIZATION

P. Comon, Mikael Sørensen, 2012 .

SIGNAL PROCESSING Independent component analysis , A new concept ? *

Pierre Comon, P. Comon, Pierre Comon, 1992 .

Identifiability of BPSK, MSK and QPSK FIR SISO Channels from Modified Second-Order Statistics

P. Comon, J. Delmas, Y. Meurisse, 2006, 2006 IEEE 7th Workshop on Signal Processing Advances in Wireless Communications.

Blind identification and source separation in 2/spl times/3 under-determined mixtures

P. Comon, P. Comon, 2004, IEEE Transactions on Signal Processing.

A zero-cumulant random variable and its applications

P. Comon, N. Petrochilos, 2006, Signal Process..

D ECOMPOSITION OF SEMI-NONNEGATIVE SEMI-SYMMETRIC TENSORS

P. Comon, L. Albera, A. Karfoul, 2010 .

Chapter 3 – Contrasts

P. Comon, E. Moreau, 2010 .

ROBUST INDEPENDENTCOMPONENT ANALYSIS

P. Comon, 2009 .

ICA PERMUTATION AMBIGUITY IS FIXED WITH ROUGH GUESSES ON SOURCE KURTOSES

P. Comon, V. Zarzoso, R. Phlypo, 2008 .

Cumulant matching for independent source extraction

P. Comon, V. Zarzoso, I. Lemahieu, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

BLOCK DEFLATION ICA ALGORITHMS

P. Comon, 2005 .

FOR DETERMINISTIC BLIND SOURCE SEPARATION

P. Comon, J. Lebrun, 2003 .

Fast Computation of a Restricted Subset of Eigenpairs of a Varying Hermitian Matrix

P. Comon, 1991 .

Compression-based nonnegative tensor CP decomposition of hyperspectral big data

Jocelyn Chanussot, Pierre Comon, Rodrigo Cabral Farias, 2015 .

SEMIALGEBRAIC GEOMETRY OF NONNEGATIVE

P. Comon, Lek-Heng Lim, Qi Yang, 2016 .

Subtracting a best rank-1 approximation does not necessarily decrease tensor rank

P. Comon, A. Stegeman, 2015 .

Using preconditioned conjugate gradient for solving consecutive linear systems

P. Comon, D. Trystram, J. Blanc, 1990 .

The Polish Academy of Sciences

L. K. Hansen, Ian H. Jermyn, O. Cappé, 1961, Nature.

A Deterministic Blind Receiver for MIMO OFDM Systems

P. Comon, D. Slock, M. Rajih, 2006, 2006 IEEE 7th Workshop on Signal Processing Advances in Wireless Communications.

Blind Identification of Noisy UnderDetermined Mixtures Based on Multiple Order Derivatives of the Characteristic Function

P. Comon, M. Rajih, 2006 .

A Random Matrix Perspective on Random Tensors

P. Comon, R. Couillet, J. H. D. M. Goulart, 2021, J. Mach. Learn. Res..

Multivariate Normality test for colored data

P. Comon, O. Michel, Sara Elbouch, 2022, 2206.06828.

On approximate diagonalization of third order symmetric tensors by orthogonal transformations

P. Comon, K. Usevich, Jianze Li, 2018, Linear Algebra and its Applications.

Structured matrices and inverses

P. Comon, 2008, 0803.2371.

Computation of the nonnegative canonical tensor decomposition with two accelerated proximal gradient algorithms

P. Comon, K. Minaoui, Elaheh Sobhani, 2022, Digit. Signal Process..

Multivariate Normality test for colored data

P. Comon, O. Michel, Sara Elbouch, 2022, EUSIPCO.

General tensor decomposition, moment matrices and applications

P. Comon, B. Mourrain, A. Bernardi, 2011, J. Symb. Comput..

Estimation of performance bounds in supervised classification

Michel Verleysen, Pierre Comon, Jean-Luc Voz, 1994, ESANN.

Eurasip (co-)sponsored Events Single-channel Noise Suppression Based on Spectral Weighting—an Overview . . . . . 9 Eurasip Membership and Eusipco Registration Fees Calendar of Events Year Date Event Location Eurasip Involvement Chairperson/information Eurasip (co-)sponsored Events Report of the 6th

P. Comon, M. Haardt, I. Merlet, 2022 .

Enhanced learning for evolutive neural architectures

Michel Verleysen, Pierre Comon, Christian Jutten, 1995 .

Blind MIMO system identification using constrained factor decomposition of output generating function derivatives

P. Comon, A. Stegeman, X. Luciani, 2011, 2011 IEEE Statistical Signal Processing Workshop (SSP).

When Tensor Decomposition meets Compressed Sensing

P. Comon, 2010 .

Blind source separation: models, concepts, algorithms and performance

Pierre Comon, P. Comon, 1999 .

An incomplete factorization algorithm for adaptive filtering

P. Comon, D. Trystram, 1987 .

Identifiability of an X-Rank Decomposition of Polynomial Maps

Pierre Comon, Konstantin Usevich, Yang Qi, 2016, SIAM J. Appl. Algebra Geom..

X-rank and identifiability for a polynomial decomposition model pdf

Pierre Comon, Yang Qi, Konstantin Usevich, 2016, ArXiv.

Reliable chiral recognition with an optoelectronic nose.

Pierre Comon, Simon Barthelmé, Thierry Livache, 2020, Biosensors & bioelectronics.

Gradient based block coordinate descent algorithms for joint approximate diagonalization of matrices pdf

Pierre Comon, Jianze Li, Konstantin Usevich, 2020, ArXiv.

On the convergence of Jacobi-type algorithms for Independent Component Analysis

P. Comon, K. Usevich, Jianze Li, 2019, 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM).

Jacobi-type algorithm for low rank orthogonal approximation of symmetric tensors and its convergence analysis

P. Comon, K. Usevich, Jianze Li, 2019, ArXiv.

Text Mining with Constrained Tensor Decomposition

Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh, 2019, LOD.

Non-Linear Source Separation Under the Langmuir Model for Chemical Sensors

Pierre Comon, Simon Barthelmé, Pierre Maho, 2018, 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM).

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

Pierre Comon, Konstantin Usevich, Jianze Li, 2017, SIAM J. Matrix Anal. Appl..

Subtracting a best rank-1 approximation does not necessarily decrease tensor rank

P. Comon, A. Stegeman, 2015 .

Line search and trust region strategies for canonical decomposition of semi-nonnegative semi-symmetric 3rd order tensors

Laurent Albera, Pierre Comon, Julie Coloigner, 2014 .

Separation of instantaneous mixtures of a particular set of dependent sources using classical ICA methods

Pierre Comon, Marc Castella, Wojciech Pieczynski, 2013, EURASIP J. Adv. Signal Process..

ICA-based EEG denoising: a comparative analysis of fifteen methods

Lotfi Senhadji, Laurent Albera, Pierre Comon, 2012 .

Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix

Pierre Comon, Lieven De Lathauwer, Luc Deneire, 2012, SIAM J. Matrix Anal. Appl..

Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICAexp Method

Lotfi Senhadji, Laurent Albera, Pierre Comon, 2010, LVA/ICA.

A Contrast Function for Independent Component Analysis Without Permutation Ambiguity

Pierre Comon, Ronald Phlypo, Vicente Zarzoso, 2010, IEEE Transactions on Neural Networks.

Chapter 18 – Biomedical applications

Lotfi Senhadji, Pierre Comon, Amar Kachenoura, 2010 .

Automated Extraction of Atrial Fibrillation Activity from the Surface ECG Using Independent Component Analysis in the Frequency Domain

Pierre Comon, Vicente Zarzoso, P. Comon, 2009 .

Subtracting a best rank-1 approximation may increase tensor rank

Pierre Comon, Alwin Stegeman, P. Comon, 2009, 2009 17th European Signal Processing Conference.

Nonnegative approximations of nonnegative tensors

Pierre Comon, Lek-Heng Lim, P. Comon, 2009, ArXiv.

Blind identification of underdetermined mixtures based on the hexacovariance and higher-order cyclostationarity

Laurent Albera, Pierre Comon, Anne Ferréol, 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing.

ROBUST INDEPENDENT COMPONENT ANALYSIS

Pierre Comon, Vicente Zarzoso, P. Comon, 2009 .

Robust independent component analysis for blind source separation and extraction with application in electrocardiography

Pierre Comon, Vicente Zarzoso, P. Comon, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Contrast for Independent Component Analysis With Priors on the Source Kurtosis Signs

Pierre Comon, Ronald Phlypo, Vicente Zarzoso, 2008, IEEE Signal Processing Letters.

Ica: a potential tool for bci systems

P. Comon, L. Albera, A. Kachenoura, 2008, IEEE Signal Processing Magazine.

Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign

Pierre Comon, Ronald Phlypo, Vicente Zarzoso, 2007, ICA.

Blind Separation of Instantaneous Mixtures of Dependent Sources

Pierre Comon, Marc Castella, P. Comon, 2007, ICA.

Comparative Speed Analysis of FastICA

Pierre Comon, Vicente Zarzoso, P. Comon, 2007, ICA.

Order Detection and Blind Identification of 2 × 1 MISO Channels

Pierre Comon, Gérard Favier, Carlos Estêvão R. Fernandes, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

A CONTRAST FOR ICA BASED ON THE KNOWLEDGE OF SOURCE KURTOSIS SIGNS

Pierre Comon, Vicente Zarzoso, Ignace Lemahieu, 2007 .

A zero-cumulant random variable and its applications

Pierre Comon, Nicolas Petrochilos, P. Comon, 2006, Signal Process..

How fast is FastICA?

Pierre Comon, Vicente Zarzoso, Mariem Kallel, 2006, 2006 14th European Signal Processing Conference.

Blind identification of under-determined mixtures based on the characteristic function

Pierre Comon, Myriam Rajih, P. Comon, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Blind identification of underdetermined mixtures based on the hexacovariance

A. Ferreol, P. Chevalier, L. Albera, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Comparative performance analysis of eight blind source separation methods on radiocommunications signals

A. Ferreol, P. Chevalier, L. Albera, 2004, 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541).

ICAR: independent component analysis using redundancies

Laurent Albera, Pierre Comon, Anne Ferréol, 2004, 2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512).

Blind identification and source separation in 2×3 under-determined mixtures

Pierre Comon, P. Comon, 2004, IEEE Trans. Signal Process..

Separation de signaux ZCM: application en radar SSR

Pierre Comon, N. Petrochilos, P. Comon, 2003 .

Contrast functions for deterministic blind source separation

Pierre Comon, Jerome Lebrun, P. Comon, 2003, 2003 4th IEEE Workshop on Signal Processing Advances in Wireless Communications - SPAWC 2003 (IEEE Cat. No.03EX689).

The generalized higher order singular value decomposition and the oriented signal-to-signal ratios of pairs of signal tensors and their use in signal processing

Joos Vandewalle, Pierre Comon, Lieven De Lathauwer, 2003 .

SIXTH ORDER BLIND IDENTIFICATION OF UNDERDETERMINED MIXTURES (BIRTH) OF SOURCES

Laurent Albera, Pierre Comon, Pascal Chevalier, 2003 .

Tensor Decompositions, State of the Art and Applications

Pierre Comon, P. Comon, Pierre Comon, 2002 .

Asymptotic performance of contrast-based blind source separation algorithms

Laurent Albera, Pierre Comon, P. Comon, 2002, Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002.

Blind MIMO equalization and joint-diagonalization criteria

Pierre Comon, Eric Moreau, P. Comon, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

Comments on blind beamforming for multiple non-Gaussian signals and the constant-modulus algorithm

Pierre Comon, Eric Moreau, P. Comon, 2000, IEEE Trans. Signal Process..

Blind equalization and source separation with MSK inputs

Pierre Comon, O. Grellier, P. Comon, 1998, Optics & Photonics.

Blind channel identification and extraction of more sources than sensors

Pierre Comon, P. Comon, 1998, Optics & Photonics.

Performance of blind discrete source separation

Pierre Comon, Olivier Grellier, P. Comon, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Estimation of time delays between unknown colored signals

Bruno Emile, Pierre Comon, P. Comon, 1998, Signal Process..

Estimation of time delays with fewer sensors than sources

Bruno Emile, Pierre Comon, J. Le Roux, 1998, IEEE Trans. Signal Process..

Improved contrast dedicated to blind separation in communications

Pierre Comon, Eric Moreau, P. Comon, 1997, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Performance of contrast-based blind source separation

P. Chevalier, P. Comon, V. Capdevielle, 1997, First IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications.

Contrasts for multichannel blind deconvolution

P. Comon, P. Comon, 1996, IEEE Signal Processing Letters.

Independent Component Analysis, a Survey of Some Algebraic Methods. 1. Separation of Sources 1.1. Data Model

P. Comon, Gdr TdSI, 1996 .

Decomposition of quantics in sums of powers

Pierre Comon, B. Mourrain, P. Comon, 1994, Optics & Photonics.

Application of ICA to airport surveillance

Pierre Comon, Eric Chaumette, D. Muller, 1993, [1993 Proceedings] IEEE Signal Processing Workshop on Higher-Order Statistics.

Separation Of Sources Using Higher-Order Cumulants

Pierre Comon, P. Comon, 1989, Optics & Photonics.

Neural Bayesian Classifier

Pierre Comon, Christian Jutten, C. Jutten, 1993, IWANN.

Fast, variation-based methods for the analysis of extended brain sources

Rémi Gribonval, Laurent Albera, Pierre Comon, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Clustering with a new distance measure based on a dual-rooted tree

Alfred O. Hero, Pierre Comon, Olivier J. J. Michel, 2013, Inf. Sci..

Clustering on manifolds with dual-rooted minimal spanning trees

Pierre Comon, Olivier J. J. Michel, Laurent Galluccio, 2010, 2010 18th European Signal Processing Conference.

Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case

Pierre Comon, André Lima Férrer de Almeida, Xavier Luciani, 2011, IEEE Transactions on Signal Processing.

An algebraic approach to blind identification of communication channels

Pierre Comon, Jérôme Lebrun, P. Comon, 2003, Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings..

MA identification using fourth order cumulants

Pierre Comon, P. Comon, 1992, Signal Process..

Information–Estimation Relationship in Mismatched Gaussian Channels

Pierre Comon, Pierre-Olivier Amblard, Christian Jutten, 2017, IEEE Signal Processing Letters.

A simultaneous sparse approximation method for multidimensional harmonic retrieval

Souleymen Sahnoun, El-Hadi Djermoune, David Brie, 2015, Signal Process..

The Polish Academy of Sciences

Takao Hinamoto, Pascal Frossard, Paavo Alku, 1961, Nature.

Ultimate performance of QEM classifiers

Pierre Comon, Georges Bienvenu, P. Comon, 1996, IEEE Trans. Neural Networks.

Supervised Classification With Variable Kernel Estimators

Pierre Comon, Yves Cheneval, P. Comon, 1995, IWANN.

Supervised Design of Optimal Receivers

Pierre Comon, Georges Bienvenu, Thierry Lefebvre, 1993 .

Performance Limits of Alphabet Diversities for FIR SISO Channel Identification

Pierre Comon, Jean Pierre Delmas, Yann Meurisse, 2009, IEEE Transactions on Signal Processing.

Constrained Cramér-Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions

P. Comon, D. Brie, M. Haardt, 2022, Signal Process..

Constrained Cramér-Rao lower bounds for CP-based hyperspectral super-resolution

P. Comon, M. Haardt, K. Usevich, 2021 .

Generic and typical ranks of three-way arrays

Pierre Comon, Jos M. F. ten Berge, P. Comon, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Enhanced Line Search: A Novel Method to Accelerate PARAFAC

Pierre Comon, Richard A. Harshman, Myriam Rajih, 2008, SIAM J. Matrix Anal. Appl..

Computation of low-rank tensor approximation under existence constraint via a forward-backward algorithm

Pierre Comon, Khalid Minaoui, Marouane Nazih, 2021, Signal Process..

Using the proximal gradient and the accelerated proximal gradient as a canonical polyadic tensor decomposition algorithms in difficult situations

Pierre Comon, Khalid Minaoui, Marouane Nazih, 2020, Signal Process..

Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition

Pierre Comon, Mauro Dalla Mura, Mohamad Jouni, 2020, Math. Morphol. Theory Appl..

Tensor methods for multisensor signal processing

P. Comon, D. Brie, G. Favier, 2020, IET Signal Process..

Some Issues in Computing the CP Decomposition of NonNegative Tensors

Pierre Comon, Mauro Dalla Mura, Mohamad Jouni, 2018, LVA/ICA.

Joint tensor compression for coupled canonical polyadic decompositions

Pierre Comon, Rodrigo Cabral Farias, Jeremy E. Cohen, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Nonnegative Tensor CP Decomposition of Hyperspectral Data

Jocelyn Chanussot, Pierre Comon, Miguel Angel Veganzones, 2016, IEEE Transactions on Geoscience and Remote Sensing.

SEMIALGEBRAIC GEOMETRY OF NONNEGATIVE

Pierre Comon, Yang Qi, Lek-Heng Lim, 2016 .

Uniqueness of Nonnegative Tensor Approximations

Pierre Comon, Yang Qi, Lek-Heng Lim, 2014, IEEE Transactions on Information Theory.

Tensor decomposition exploiting diversity of propagation velocities: Application to localization of icequake events

Souleymen Sahnoun, Pierre Comon, Olivier J. J. Michel, 2016, Signal Process..

On almost sure identifiability of non multilinear tensor decomposition

Pierre Comon, Jeremy E. Cohen, P. Comon, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

CP decomposition approach to blind separation for DS-CDMA system using a new performance index

Driss Aboutajdine, Pierre Comon, Awatif Rouijel, 2014, EURASIP J. Adv. Signal Process..

EEG extended source localization: Tensor-based vs. conventional methods

F Wendling, M Gavaret, I Merlet, 2014, NeuroImage.

Blind source separation of underdetermined mixtures of event-related sources

Pierre Comon, Christian Jutten, Bertrand Rivet, 2014, Signal Process..

Short: Blind Separation of the Multiarray Multisensor Systems Using the CP Decomposition

Driss Aboutajdine, Pierre Comon, Awatif Rouijel, 2014, NETYS.

Tensors : A brief introduction

Pierre Comon, P. Comon, 2014, IEEE Signal Processing Magazine.

Blind Multilinear Identification

Pierre Comon, Lek-Heng Lim, P. Comon, 2012, IEEE Transactions on Information Theory.

CONFAC Decomposition Approach to Blind Identification of Underdetermined Mixtures Based on Generating Function Derivatives

Pierre Comon, André Lima Férrer de Almeida, Xavier Luciani, 2012, IEEE Transactions on Signal Processing.

Multihomogeneous polynomial decomposition using moment matrices

Pierre Comon, Bernard Mourrain, Alessandra Bernardi, 2011, ISSAC '11.

Sparse Representations and Low-Rank Tensor Approximation

Pierre Comon, Lek-Heng Lim, P. Comon, 2011 .

Deterministic Blind Separation of Sources Having Different Symbol Rates Using Tensor-Based Parallel Deflation

Pierre Comon, André Lima Férrer de Almeida, Xavier Luciani, 2010, LVA/ICA.

Multiway space-time-wave-vector analysis for source localization and extraction

Laurent Albera, Pierre Comon, Martin Haardt, 2010, 2010 18th European Signal Processing Conference.

Multiarray Signal Processing: Tensor decomposition meets compressed sensing pdf

Pierre Comon, Lek-Heng Lim, P. Comon, 2010, ArXiv.

Tensors versus matrices usefulness and unexpected properties

Pierre Comon, P. Comon, 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing.

Canonical decomposition of even order hermitian positive semi-definite arrays

Laurent Albera, Pierre Comon, Ahmad Karfoul, 2009, 2009 17th European Signal Processing Conference.

Symmetric tensor decomposition

Pierre Comon, Bernard Mourrain, Elias P. Tsigaridas, 2009, 2009 17th European Signal Processing Conference.

Link Between the Joint Diagonalisation of Symmetrical Cubes and PARAFAC: An Application to Secondary Surveillance Radar

P. Comon, N. Petrochilos, P. Comon, 2006, Fourth IEEE Workshop on Sensor Array and Multichannel Processing, 2006..

Alternating Least Squares Identification of Under-Determined Mixtures Based on the Characteristic Function

Pierre Comon, Myriam Rajih, P. Comon, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Blind identification of under-determined mixtures based on the characteristic function: influence of the knowledge of source PDF's

Pierre Comon, Myriam Rajih, P. Comon, 2005, 1st IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2005..

Blind Identification of Complex Under-Determined Mixtures

Pierre Comon, Myriam Rajih, P. Comon, 2004, ICA.

Blind identification of under-determined complex mixtures of independent sources

P. Comon, M. Rajih, P. Comon, 2004, Processing Workshop Proceedings, 2004 Sensor Array and Multichannel Signal.

Quasi-Hankel low-rank matrix completion: a convex relaxation pdf

Pierre Comon, Konstantin Usevich, P. Comon, 2015, ArXiv.

Blind algebraic identification of communication channels: symbolic solution algorithms

Pierre Comon, Jerome Lebrun, P. Comon, 2006, Applicable Algebra in Engineering, Communication and Computing.

A linear algebra approach to systems of polynomial equations with application to digital communications

Pierre Comon, Jérôme Lebrun, P. Comon, 2004, 2004 12th European Signal Processing Conference.

SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity

Rémi Gribonval, Laurent Albera, Pierre Comon, 2017, NeuroImage.

Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion

Jocelyn Chanussot, Pierre Comon, Zhihui Wei, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution

M. Haardt, P. Comon, C. Prévost, 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Canonical polyadic tensor decomposition in the presence of non Gaussian noise

Pierre Comon, Rodrigo Cabral Farias, P. Comon, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Nonnegative 3-way tensor factorization taking in to account possible missing data

Pierre Comon, Nadège Thirion-Moreau, Jean-Philip Royer, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Computing the polyadic decomposition of nonnegative third order tensors

Pierre Comon, Nadège Thirion-Moreau, Jean-Philip Royer, 2011, Signal Process..

A Finite Algorithm to Compute Rank-1 Tensor Approximations

Pierre Comon, André Lima Férrer de Almeida, Alex Pereira da Silva, 2016, IEEE Signal Processing Letters.

Multilinear spectral unmixing of hyperspectral multiangle images

Jocelyn Chanussot, Pierre Comon, Miguel Angel Veganzones, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Rank-1 Tensor Approximation Methods and Application to Deflation pdf

Pierre Comon, André Lima Férrer de Almeida, Alex Pereira da Silva, 2015, ArXiv.

Fast Decomposition of Large Nonnegative Tensors

Pierre Comon, Rodrigo Cabral Farias, Jeremy E. Cohen, 2015, IEEE Signal Processing Letters.

An iterative deflation algorithm for exact CP tensor decomposition

Pierre Comon, André Lima Férrer de Almeida, Alex Pereira da Silva, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Data mining by nonnegative tensor approximation

Pierre Comon, Rodrigo Cabral Farias, Roland Redon, 2014, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Basal icequakes recorded beneath an Alpine glacier (Glacier d'Argentière, Mont Blanc, France): Evidence for stick‐slip motion?

Pierre Comon, Agnès Helmstetter, P. Comon, 2015 .

Intermediate‐depth icequakes and harmonic tremor in an Alpine glacier (Glacier d'Argentière, France): Evidence for hydraulic fracturing?

P. Comon, A. Helmstetter, M. Gay, 2015 .

Analytical blind channel identification

Pierre Comon, Bernard Mourrain, Philippe Trebuchet, 2002, IEEE Trans. Signal Process..

Noise reduction for an estimated Wiener filter using noise references

Pierre Comon, Jean-Louis Lacoume, P. Comon, 1986, IEEE Trans. Inf. Theory.

Blind paraunitary equalization

Pierre Comon, Ludwig Rota, Sylvie Icart, 2009, Signal Process..

Signal Extraction in Multisensor Biomedical Recordings

Pierre Comon, Ronald Phlypo, Vicente Zarzoso, 2009 .

ALPHABET-BASED DEFLATION FOR BLIND SOURCE EXTRACTION IN UNDERDETERMINED MIXTURES

Pierre Comon, Vicente Zarzoso, P. Comon, 2006 .

Parallel deflation with alphabet-based criteria for blind source extraction

P. Comon, V. Zarzoso, L. Rota, 2005, IEEE/SP 13th Workshop on Statistical Signal Processing, 2005.

Alphabet Polynomial Fitting criteria for blind equalization

Pierre Comon, Ludwig Rota, P. Comon, 2004, 2004 12th European Signal Processing Conference.

Blind equalizers based on polynomial criteria

Pierre Comon, Ludwig Rota, P. Comon, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

INDEPENDENT COMPONENT ANALYSIS , CONTRASTS , AND CONVOLUTIVE MIXTURES

P. Comon, Pierre COMON, 2003 .

BLIND SEPARATION OF CONVOLUTIVE MIXTURES A CONTRAST-BASED JOINT DIAGONALIZATION APPROACH

Pierre Comon, Ludwig Rota, P. Comon, 2001 .

Some Theory on Non-negative Tucker Decomposition

Pierre Comon, Nicolas Gillis, Jeremy E. Cohen, 2017, LVA/ICA.

Hankel Low-Rank Matrix Completion: Performance of the Nuclear Norm Relaxation

Pierre Comon, Konstantin Usevich, P. Comon, 2016, IEEE Journal of Selected Topics in Signal Processing.

Nonnegative 3-way tensor factorization via conjugate gradient with globally optimal stepsize

Pierre Comon, Nadège Thirion-Moreau, Jean-Philip Royer, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Computing the nonnegative 3-way tensor factorization using Tikhonov regularization

Pierre Comon, Nadège Thirion-Moreau, Jean-Philip Royer, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Joint Source Estimation and Localization

Souleymen Sahnoun, Pierre Comon, P. Comon, 2015, IEEE Transactions on Signal Processing.

A performance study of various brain source imaging approaches

Rémi Gribonval, Laurent Albera, Pierre Comon, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-way space-time-wave-vector analysis for EEG source separation

Laurent Albera, Pierre Comon, Martin Haardt, 2012, Signal Process..

On the virtual array concept for higher order array processing

Laurent Albera, Pierre Comon, Anne Ferréol, 2005, IEEE Transactions on Signal Processing.

Approximation tensorielle sous contrainte d'existence. Application au traitement d'antennes

Souleymen Sahnoun, Pierre Comon, P. Comon, 2016, Traitement du Signal.

Deterministic blind identification in antenna array processing

Souleymen Sahnoun, Pierre Comon, P. Comon, 2014, 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM).

Systolic implementation of the adaptive solution to normal equations

Yves Robert, Pierre Comon, Denis Trystram, 1990, Comput. Vis. Graph. Image Process..

Contents EURASIP MESSAGES

P. Comon, M. Haardt, I. Merlet, 2003 .

Tensor CP Decomposition With Structured Factor Matrices: Algorithms and Performance

Pierre Comon, Gérard Favier, Rémy Boyer, 2016, IEEE Journal of Selected Topics in Signal Processing.

Blind identification of linear-quadratic channels with usual communication inputs

P. Comon, N. Petrochilos, P. Comon, 2000, Proceedings of the Tenth IEEE Workshop on Statistical Signal and Array Processing (Cat. No.00TH8496).

PARAFAC2 Receivers for Orthogonal Space-Time Block Codes

Pierre Comon, Luc Deneire, Mikael Sørensen, 2009, 2009 IEEE International Conference on Communications.

Path-connectedness of tensor ranks

Pierre Comon, Lek-Heng Lim, Ke Ye, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Noninvasive Cardiac Signal Analysis Using Data Decomposition Techniques

Pierre Comon, Vicente Zarzoso, Olivier Meste, 2013 .

Blind equalization of MIMO channels

Pierre Comon, Ludwig Rota, S. Icart, 2003, 2003 4th IEEE Workshop on Signal Processing Advances in Wireless Communications - SPAWC 2003 (IEEE Cat. No.03EX689).

Closed-form equalization

Pierre Comon, O. Grellier, P. Comon, 1999, 1999 2nd IEEE Workshop on Signal Processing Advances in Wireless Communications (Cat. No.99EX304).

Semi-blind methods for communications

Pierre Comon, Vicente Zarzoso, Dirk Slock, 2010 .

BLIND SOURCE SEPARATION: A PARTIAL JOINT DIAGONALIZATION (PAJOD) APPROACH

Pierre Comon, Ludwig Rota, P. Comon, 2007 .

A normality test for multivariate dependent samples

P. Comon, O. Michel, Sara El Bouch, 2021, Signal Process..

Unsupervised clustering on multi-component datasets: Applications on images and astrophysics data

Pierre Comon, Olivier J. J. Michel, Laurent Galluccio, 2008, 2008 16th European Signal Processing Conference.

Graph based k-means clustering

Alfred O. Hero, Pierre Comon, Olivier J. J. Michel, 2012, Signal Process..

Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation

Pierre Comon, Vicente Zarzoso, Rodrigo Cabral Farias, 2020, IEEE Transactions on Signal Processing.

Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface

Jocelyn Chanussot, Sylvain Douté, Pierre Comon, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Exploring Multimodal Data Fusion Through Joint Decompositions with Flexible Couplings

Pierre Comon, Rodrigo Cabral Farias, Jeremy E. Cohen, 2015, IEEE Transactions on Signal Processing.

Tensor-based preprocessing of combined EEG/MEG data

Laurent Albera, Pierre Comon, Hanna Becker, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Multimodal approach to estimate the ocular movements during EEG recordings: A coupled tensor factorization method

Pierre Comon, Christian Jutten, Bertrand Rivet, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Polynomial Formulation for Joint Decomposition of Symmetric Tensors of Different Orders

Pierre Comon, Yang Qi, Konstantin Usevich, 2015, LVA/ICA.

On Cramér-Rao Lower Bounds with Random Equality Constraints

Pierre Comon, David Brie, E. Chaumette, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A novel non-iterative algorithm for low-multilinear-rank tensor approximation

Pierre Comon, José Henrique de Morais Goulart, P. Comon, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Non-iterative low-multilinear-rank tensor approximation with application to decomposition in rank-(1,L,L) terms

Pierre Comon, José Henrique de Morais Goulart, P. Comon, 2017 .

Convergence of Gradient-Based Block Coordinate Descent Algorithms for Nonorthogonal Joint Approximate Diagonalization of Matrices

P. Comon, K. Usevich, Jianze Li, 2020, SIAM J. Matrix Anal. Appl..

Estimating the order of a FIR filter for noise cancellation

Pierre Comon, Dinh-Tuan Pham, P. Comon, 1990, IEEE Trans. Inf. Theory.

An error bound for a noise canceller

Pierre Comon, Dinh-Tuan Pham, P. Comon, 1989, IEEE Trans. Acoust. Speech Signal Process..

A robust adaptive filter for noise reduction problems

Pierre Comon, Jean-Louis Lacoume, P. Comon, 1986, ICASSP '86. IEEE International Conference on Acoustics, Speech, and Signal Processing.

Joint Decompositions with Flexible Couplings

Pierre Comon, Christian Jutten, Rodrigo Cabral Farias, 2015, LVA/ICA.

Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis

P. Comon, Ce Zhu, Yipeng Liu, 2022, IEEE Transactions on Signal Processing.

Tensor DoA Estimation With Directional Elements

Pierre Comon, Francesca Raimondi, P. Comon, 2017, IEEE Signal Processing Letters.

Blind identification of under-determined mixtures based on the characteristic function

P. Comon, M. Rajih, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Hyperspectral Image Classification Using Tensor CP Decomposition

Pierre Comon, Mauro Dalla Mura, Mohamad Jouni, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition

Pierre Comon, Mauro Dalla Mura, Mohamad Jouni, 2019, ISMM.

Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case

P. Comon, A. D. Almeida, Xavier Luciani, 2011, IEEE Transactions on Signal Processing.

Blind identification of underdetermined mixtures of complex sources based on the characteristic function

Pierre Comon, André Lima Férrer de Almeida, Xavier Luciani, 2010, 2010 18th European Signal Processing Conference.

Blind identification of MISO-FIR channels

Pierre Comon, Gérard Favier, Carlos Estêvão R. Fernandes, 2010, Signal Process..

One Decade of Biomedical Problems Using ICA: A Full Comparative Study

Lotfi Senhadji, Laurent Albera, Pierre Comon, 2009 .

ICA algorithms for 3 sources and 2 sensors

B. De Moor, P. Comon, J. Vandewalle, 1999, Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics. SPW-HOS '99.

Localization of Distributed EEG Sources in the Context of Epilepsy: A Simulation Study

Laurent Albera, Pierre Comon, Fabrice Wendling, 2016 .

Special Issue on Tensor Decompositions and Applications

Pierre Comon, Lieven De Lathauwer, Nicola Mastronardi, 2008, SIAM J. Matrix Anal. Appl..

Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix

P. Comon, S. Icart, Mikael Sørensen, 2012, SIAM J. Matrix Anal. Appl..

Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast With Algebraic Optimal Step Size

P. Comon, V. Zarzoso, 2010, IEEE Transactions on Neural Networks.

Time delay estimation in a multipath context

Bruno Emile, Pierre Comon, Georges Bienvenu, 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

EEG extended source localization: Tensor-based vs. conventional methods

P. Comon, C. Bénar, F. Wendling, 2014, NeuroImage.

A Greedy Sparse Method Suitable for Spectral-Line Estimation

Souleymen Sahnoun, Pierre Comon, Alex Pereira da Silva, 2016 .

Optimal choice of Hankel-block-Hankel matrix shape in 2-D parameter estimation: The rank-one case

Souleymen Sahnoun, Pierre Comon, Konstantin Usevich, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Brain-Source Imaging: From sparse to tensor models

P. Comon, R. Gribonval, F. Wendling, 2015, IEEE Signal Processing Magazine.

Fast, variation-based methods for the analysis of extended brain sources

P. Comon, R. Gribonval, I. Merlet, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Error Analysis of low-rank three-way tensor factorization approach to blind source separation

Pierre Comon, Nadège Thirion-Moreau, Ivica Kopriva, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Decomposing tensors with structured matrix factors reduces to rank-1 approximations

Pierre Comon, Elias P. Tsigaridas, Mikael Sørensen, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Displacement rank of pseudo-inverses

Pierre Comon, P. Comon, 1992, [Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing.

A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals

P. Comon, A. Kachenoura, I. Merlet, 2017, IEEE Journal of Biomedical and Health Informatics.

Enhanced Line Search: A novel method to accelerate Parafac

P. Comon, M. Rajih, 2005, 2005 13th European Signal Processing Conference.

Pascal — Lab . I 3 S RPC-2004-03 Blind Identification of Underdetermined Mixtures based on the Hexacovariance To appear in Proc

P. Comon, P. Chevalier, L. Albera, 2004 .

Invited paper: Supervised classification: a probabilistic approach

Pierre Comon, P. Comon, 1995, The European Symposium on Artificial Neural Networks.

Some Properties of Laurent Polynomial Matrices

Pierre Comon, S. Icart, P. Comon, 2012 .

Cumulant matching for independent source extraction

P. Comon, V. Zarzoso, I. Lemahieu, 2008, Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Blind Separation of Instantaneous Mixtures of Dependent Sources

P. Comon, M. Castella, 2007, International Conference on Agents.

Behaviour of higher order blind source separation methods in the presence of cyclostationary correlated multipaths

Pierre Comon, Pascal Chevalier, V. Capdevielle, 1997, Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics.

Chapter 3 – Contrasts

P. Comon, E. Moreau, 2010 .

Robust Independent Component Analysis for Blind Source Separation and Extraction with Application in Electrocardiography

P. Comon, V. Zarzoso, 2008 .

Approximate Matrix and Tensor Diagonalization by Unitary Transformations: Convergence of Jacobi-Type Algorithms

Pierre Comon, Jianze Li, Konstantin Usevich, 2019, SIAM J. Optim..

From source separation to blind equalization, contrast-based approaches

Pierre Comon, P. Comon, 2001 .

Analytical blind discrete source separation

Pierre Comon, Olivier Grellier, P. Comon, 2000, 2000 10th European Signal Processing Conference.

Multi-way space-time-wave-vector analysis for EEG source separation

P. Comon, M. Haardt, I. Merlet, 2012, Signal Process..

Blind Separation of Independent Sources from Convolutive Mixtures

Pierre Comon, Ludwig Rota, P. Comon, 2003, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

Optimal Step-Size Constant Modulus Algorithm

Pierre Comon, Vicente Zarzoso, P. Comon, 2008, IEEE Transactions on Communications.

Path-wise wide-sense polynomial receiver for UMTS communications

Pierre Comon, P. Comon, 2001 .

Gradient based Approximate Joint Diagonalization by orthogonal transforms

Pierre Comon, Luc Deneire, Mikael Sørensen, 2008, 2008 16th European Signal Processing Conference.

Eigenvalue decomposition of a cumulant tensor with applications

J. Cardoso, P. Comon, 1990 .