Pierre Comon
Orcid: 0000-0001-9436-9228
According to our database1,
Pierre Comon
authored at least 196 papers
between 1986 and 2023.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2007, "For contributions to high-order statistics and blind techniques for signal processing".
Timeline
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On csauthors.net:
Bibliography
2023
Convergence of Gradient-Based Block Coordinate Descent Algorithms for Nonorthogonal Joint Approximate Diagonalization of Matrices.
SIAM J. Matrix Anal. Appl., June, 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
IEEE Trans. Signal Process., 2022
Constrained Cramér-Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions.
Signal Process., 2022
Computation of the nonnegative canonical tensor decomposition with two accelerated proximal gradient algorithms.
Digit. Signal Process., 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Computation of low-rank tensor approximation under existence constraint via a forward-backward algorithm.
Signal Process., 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms.
IEEE Trans. Signal Process., 2020
Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation.
IEEE Trans. Signal Process., 2020
Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2020
Using the proximal gradient and the accelerated proximal gradient as a canonical polyadic tensor decomposition algorithms in difficult situations.
Signal Process., 2020
Approximate Matrix and Tensor Diagonalization by Unitary Transformations: Convergence of Jacobi-Type Algorithms.
SIAM J. Optim., 2020
Hyperspectral Image Classification Based on Mathematical Morphology and Tensor Decomposition.
Math. Morphol. Theory Appl., 2020
Gradient based block coordinate descent algorithms for joint approximate diagonalization of matrices.
CoRR, 2020
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Jacobi-type algorithm for low rank orthogonal approximation of symmetric tensors and its convergence analysis.
CoRR, 2019
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
Olfactive robot for gas discrimination over several months using a new optoelectronic nose.
Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2019
Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Coupled Tensor Low-rank Multilinear Approximation for Hyperspectral Super-resolution.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
Globally Convergent Jacobi-Type Algorithms for Simultaneous Orthogonal Symmetric Tensor Diagonalization.
SIAM J. Matrix Anal. Appl., 2018
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Multidimensional ESPRIT for Damped and Undamped Signals: Algorithm, Computations, and Perturbation Analysis.
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals.
IEEE J. Biomed. Health Informatics, 2017
IEEE Signal Process. Lett., 2017
Signal Process., 2017
SIAM J. Appl. Algebra Geom., 2017
SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity.
NeuroImage, 2017
On the minimal ranks of matrix pencils and the existence of a best approximate block-term tensor decomposition.
CoRR, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Exploring Multimodal Data Fusion Through Joint Decompositions with Flexible Couplings.
IEEE Trans. Signal Process., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Approximation tensorielle sous contrainte d'existence. Application au traitement d'antennes.
Traitement du Signal, 2016
IEEE Signal Process. Lett., 2016
Tensor decomposition exploiting diversity of propagation velocities: Application to localization of icequake events.
Signal Process., 2016
IEEE J. Sel. Top. Signal Process., 2016
IEEE J. Sel. Top. Signal Process., 2016
On the reduction of multivariate quadratic systems to best rank-1 approximation of three-way tensors.
Appl. Math. Lett., 2016
Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Optimal choice of Hankel-block-Hankel matrix shape in 2-D parameter estimation: The rank-one case.
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
A Polynomial Formulation for Joint Decomposition of Symmetric Tensors of Different Orders.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Statistical efficiency of structured CPD estimation applied to Wiener-Hammerstein modeling.
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Multimodal approach to estimate the ocular movements during EEG recordings: A coupled tensor factorization method.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Signal Process., 2014
NeuroImage, 2014
CP decomposition approach to blind separation for DS-CDMA system using a new performance index.
EURASIP J. Adv. Signal Process., 2014
Short: Blind Separation of the Multiarray Multisensor Systems Using the CP Decomposition.
Proceedings of the Networked Systems - Second International Conference, 2014
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Error Analysis of low-rank three-way tensor factorization approach to blind source separation.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
J. Symb. Comput., 2013
Separation of instantaneous mixtures of a particular set of dependent sources using classical ICA methods.
EURASIP J. Adv. Signal Process., 2013
Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
2012
CONFAC Decomposition Approach to Blind Identification of Underdetermined Mixtures Based on Generating Function Derivatives.
IEEE Trans. Signal Process., 2012
Signal Process., 2012
SIAM J. Matrix Anal. Appl., 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case.
IEEE Trans. Signal Process., 2011
Signal Process., 2011
Proceedings of the Symbolic and Algebraic Computation, International Symposium, 2011
Nonnegative 3-way tensor factorization via conjugate gradient with globally optimal stepsize.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
A contrast function for independent component analysis without permutation ambiguity.
IEEE Trans. Neural Networks, 2010
Robust independent component analysis by iterative maximization of the kurtosis contrast with algebraic optimal step size.
IEEE Trans. Neural Networks, 2010
CoRR, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICA<sup>exp</sup> Method.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Deterministic Blind Separation of Sources Having Different Symbol Rates Using Tensor-Based Parallel Deflation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Blind identification of underdetermined mixtures of complex sources based on the characteristic function.
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
2009
IEEE Trans. Signal Process., 2009
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of IEEE International Conference on Communications, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
2008
A Contrast for Independent Component Analysis With Priors on the Source Kurtosis Signs.
IEEE Signal Process. Lett., 2008
SIAM J. Matrix Anal. Appl., 2008
SIAM J. Matrix Anal. Appl., 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Unsupervised clustering on multi-component datasets: Applications on images and astrophysics data.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign.
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
2006
Blind identification of under-determined mixtures based on the characteristic function.
Signal Process., 2006
Blind algebraic identification of communication channels: symbolic solution algorithms.
Appl. Algebra Eng. Commun. Comput., 2006
Alternating Least Squares Identification of Under-Determined Mixtures Based on the Characteristic Function.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
2004
IEEE Trans. Signal Process., 2004
ICAR: independent component analysis using redundancies.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the 2004 12th European Signal Processing Conference, 2004
A linear algebra approach to systems of polynomial equations with application to digital communications.
Proceedings of the 2004 12th European Signal Processing Conference, 2004
2003
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Comments on blind beamforming for multiple non-Gaussian signals and the constant-modulus algorithm.
IEEE Trans. Signal Process., 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the 10th European Signal Processing Conference, 2000
Proceedings of the 10th European Signal Processing Conference, 2000
1998
IEEE Trans. Signal Process., 1998
Proceedings of the 9th European Signal Processing Conference, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
Proceedings of the 8th European Signal Processing Conference, 1996
Proceedings of the 8th European Signal Processing Conference, 1996
1995
Proceedings of the From Natural to Artificial Neural Computation, 1995
Proceedings of the 3rd European Symposium on Artificial Neural Networks, 1995
1994
Proceedings of the 2nd European Symposium on Artificial Neural Networks, 1994
1993
SIAM J. Matrix Anal. Appl., July, 1993
Proceedings of the New Trends in Neural Computation, 1993
1992
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992
1991
1990
IEEE Trans. Inf. Theory, 1990
Proc. IEEE, 1990
Comput. Vis. Graph. Image Process., 1990
1989
IEEE Trans. Acoust. Speech Signal Process., 1989
Comments, with reply, on 'A real-time high-resolution technique for angle-of-arrival estimation' by J.P. Reilly.
Proc. IEEE, 1989
Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989
1987
IEEE Trans. Acoust. Speech Signal Process., 1987
1986
IEEE Trans. Inf. Theory, 1986
Proceedings of the IEEE International Conference on Acoustics, 1986