Marc Castella

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Publications

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Neural speed–torque estimator for induction motors in the presence of measurement noise

Sagar Verma , Nicolas Henwood , Marc Castella , Al Kassem Jebai , Jean-Christophe Pesquet

IEEE Transactions on Industrial Electronics, 2023, 70 (1), pp.167 - 177. ⟨10.1109/tie.2022.3153830⟩

Article dans une revue hal-03887116v1
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Unsupervised linear component analysis for a class of probability mixture models

Marc Castella

IEEE Signal Processing Letters, 2023, 31, pp.31-35. ⟨10.1109/lsp.2023.3341005⟩

Article dans une revue hal-04337530v1
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Sparse signal reconstruction for nonlinear models via piecewise rational optimization

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet , Laurent Duval

Signal Processing, 2021, 179, pp.107835. ⟨10.1016/j.sigpro.2020.107835⟩

Article dans une revue hal-02972442v2
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Global optimization for recovery of clipped signals corrupted with Poisson-Gaussian noise

Arthur Marmin , Anna Jezierska , Marc Castella , Jean-Christophe Pesquet

IEEE Signal Processing Letters, 2020, 27, pp.970-974. ⟨10.1109/lsp.2020.2998699⟩

Article dans une revue hal-02877910v1
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Rational optimization for nonlinear reconstruction with approximate ℓ0 penalization

Marc Castella , Jean-Christophe Pesquet , Arthur Marmin

IEEE Transactions on Signal Processing, 2019, 67 (6), pp.1407-1417. ⟨10.1109/TSP.2018.2890065⟩

Article dans une revue hal-01852289v2
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CRB analysis of planar antenna arrays for optimizing near-field source localization

Jean-Pierre Delmas , Mohammed Nabil El Korso , Houcem Gazzah , Marc Castella

Signal Processing, 2016, 127, pp.117 - 134. ⟨10.1016/j.sigpro.2016.02.021⟩

Article dans une revue hal-01355428v1

Separation of instantaneous mixtures of dependent sources using classical ICA methods

Marc Castella , Selwa Rafi , Pierre Comon , Wojciech Pieczynski

EURASIP Journal on Advances in Signal Processing, 2013, 2013:62, pp.n/c. ⟨10.1186/1687-6180-2013-62⟩

Article dans une revue hal-00830124v1
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New kurtosis optimization schemes for MISO equalization

Marc Castella , Eric Moreau

IEEE Transactions on Signal Processing, 2012, 60 (3), pp.1319-1330. ⟨10.1109/TSP.2011.2177828⟩

Article dans une revue hal-00776154v1
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A general algebraic algorithm for blind extraction of one source in a MIMO convolutive mixture

Rémi Dubroca , Christophe de Luigi , Marc Castella , Eric Moreau

IEEE Transactions on Signal Processing, 2010, 58 (5), pp.2484-2493. ⟨10.1109/TSP.2010.2042487⟩

Article dans une revue hal-00561876v1
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Generalized identifiability conditions for blind convolutive MIMO separation

Marc Castella , Eric Moreau

IEEE Transactions on Signal Processing, 2009, 57 (7), pp.2846-2852. ⟨10.1109/TSP.2009.2016259⟩

Article dans une revue hal-00442756v1
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Inversion of polynomial systems and separation of nonlinear mixtures of finite-alphabet sources

Marc Castella

IEEE Transactions on Signal Processing, 2008, 56 (8 (Part 2)), pp.3905 - 3917. ⟨10.1109/TSP.2008.921788⟩

Article dans une revue hal-00442765v1

Quadratic Higher-Order Criteria for Iterative Blind Separation of a MIMO Convolutive Mixture of Sources

Marc Castella , Saloua Rhioui , Eric Moreau , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2007, 55 (1), pp.218-232

Article dans une revue hal-00621797v1

A Blind Source Separation Framework for detecting CPM sources mixed by a convolutive MIMO filter

Marc Castella , Pascal Bianchi , Antoine Chevreuil , Jean-Christophe Pesquet

Signal Processing, 2006, 86 (Issue 8), pp. 1950-1967

Article dans une revue hal-00278896v1

A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter

Marc Castella , P. Bianchi , Antoine Chevreuil , Jean-Christophe Pesquet

Signal Processing, 2006, ? (1), pp.1950-1967

Article dans une revue hal-00621949v1

A Family of Frequency- and Time-Domain Contrasts for Blind Separation of Convolutive Mixtures of Temporally Dependent Signals

Marc Castella , Jean-Christophe Pesquet , Athina P. Petropulu

IEEE Transactions on Signal Processing, 2005, 53 (1), pp.107-120

Article dans une revue hal-00621803v1
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Can GANs recover faults in electrical motor sensors?

Sagar Verma , Nicolas Henwood , Marc Castella , Jean-Christophe Pesquet , Al Kassem Jebai

ICLR 2022 - International Conference on Learning Representations (ICLR ), Apr 2022, Virtual, France

Communication dans un congrès hal-03887143v1
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Weight identification through global optimization in a new hysteretic neural network model

Elie Leroy , Arthur Marmin , Marc Castella , Laurent Duval

ICASSP 2021 - 46th International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto (online), Canada. pp.5315-5319, ⟨10.1109/ICASSP39728.2021.9413383⟩

Communication dans un congrès hal-03227078v1
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Neural networks based speed-torque estimators for induction motors and performance metrics

Sagar Verma , Nicolas Henwood , Marc Castella , Al Kassem Jebai , Jean-Christophe Pesquet

IECON 2020 - 46th Annual Conference of the IEEE Industrial Electronics Society, Oct 2020, Singapore, Singapore. pp.495-500, ⟨10.1109/IECON43393.2020.9255236⟩

Communication dans un congrès hal-02907937v1
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Globally optimizing owing to tensor decomposition

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2020, Amsterdam, Netherlands. pp.990-994, ⟨10.23919/Eusipco47968.2020.9287511⟩

Communication dans un congrès hal-03040027v1
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Modeling electrical motor dynamics using encoder-decoder with recurrent skip connection

Sagar Verma , Nicolas Henwood , Marc Castella , François Malrait , Jean-Christophe Pesquet

AAAI 2020 - 34th AAAI conference on artificial intelligence, Feb 2020, New York, United States. pp.1387-1394

Communication dans un congrès hal-02484188v1
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Detecting the Rank of a Symmetric Tensor

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. pp.1-5

Communication dans un congrès hal-02284991v1
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A moment-based approach for guaranteed tensor decomposition

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

ICASSP 2020 - 45th International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.3927-3931, ⟨10.1109/icassp40776.2020.9054186⟩

Communication dans un congrès hal-02654329v1
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Robust reconstruction with nonconvex subset constraints

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

MLSP 2020 - IEEE 30th international workshop on Machine Learning for Signal Processing, Sep 2020, Espoo (online), Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231524⟩

Communication dans un congrès hal-02977062v1
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How to globally solve non-convex optimization problems involving an approximate ℓ 0 penalization

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

ICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.5601-5605, ⟨10.1109/ICASSP.2019.8683692⟩

Communication dans un congrès hal-02196878v1
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Sparse signal reconstruction with a sign oracle

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Jul 2019, Toulouse, France

Communication dans un congrès hal-02196881v1
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Signal reconstruction from sub-sampled and nonlinearly distorted observations

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet , Laurent Duval

EUSIPCO 2018: 26th European Signal Processing Conference, Sep 2018, Roma, Italy. pp.1970-1974, ⟨10.23919/EUSIPCO.2018.8553174⟩

Communication dans un congrès hal-01957568v1
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A global optimization approach for rational sparsity promoting criteria

Marc Castella , Jean-Christophe Pesquet

EUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.156 - 160, ⟨10.23919/EUSIPCO.2017.8081188⟩

Communication dans un congrès hal-01666536v1
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Recovery of nonlinearly degraded sparse signals through rational optimization

Marc Castella , Jean-Christophe Pesquet

SPARS 2017 - 6th Signal Processing with Adaptive Sparse Structured Representations workshop, Jun 2017, Lisbonne, Portugal. pp.1-2

Communication dans un congrès hal-01575293v1
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Optimization of a Geman-McClure like criterion for sparse signal deconvolution

Marc Castella , Jean-Christophe Pesquet

CAMSAP 2015 : 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.317-320, ⟨10.1109/CAMSAP.2015.7383798⟩

Communication dans un congrès hal-01263352v2

On a Practical Approach to Source Separation over Finite Fields for Network Coding Applications

Irina Delia Nemoianu , Claudio Greco , Marc Castella , Beatrice Pesquet-Popescu , Marco Cagnazzo

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, BC, Canada

Communication dans un congrès hal-02286564v1
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An extension of the ICA model using latent variables

Selwa Rafi , Marc Castella , Wojciech Pieczynski

ICASSP 2011 : 36th International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.3712 - 3715, ⟨10.1109/ICASSP.2011.5947157⟩

Communication dans un congrès hal-01302411v1
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Pairwise Markov model applied to unsupervised image separation

Selwa Rafi , Marc Castella , Wojciech Pieczynski

SPPRA '11 : The Eighth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, Feb 2011, Innsbruck, Austria. ⟨10.2316/P.2011.721-044⟩

Communication dans un congrès hal-00714717v1
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Une extension avec variables latentes du modèle d'analyse en composantes indépendantes

Selwa Rafi , Marc Castella , Wojciech Pieczynski

GRETSI 2011 : XXIIIe Colloque, Sep 2011, Bordeaux, France. pp.1 - 4

Communication dans un congrès hal-01465735v1
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A new method for kurtosis maximization and source separation

Marc Castella , Eric Moreau

ICASSP 2010 : 35th International Conference on Acoustics, Speech, and Signal Processing , Mar 2010, Dallas, United States. pp.2670 - 2673, ⟨10.1109/ICASSP.2010.5496250⟩

Communication dans un congrès hal-01308032v1
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A new optimization method for reference-based quadratic contrast functions in a deflation scenario

Marc Castella , Eric Moreau

ICASSP 2009 : IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.3161 - 3164, ⟨10.1109/ICASSP.2009.4960295⟩

Communication dans un congrès hal-00442763v1
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Reference based contrast functions in a semi-blind context

Marc Castella , Eric Moreau

ICA 2009 : 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.9 - 16, ⟨10.1007/978-3-642-00599-2_2⟩

Communication dans un congrès hal-00442759v1
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Blind Separation of Instantaneous Mixtures of Dependent Sources

Marc Castella , Pierre Comon

7th International Conference on Independent Component Analysis and Signal Separation, Sep 2007, London, United Kingdom. pp.9-16

Communication dans un congrès hal-00327652v1

Source separation by quadratic contrast functions: a blind approach based on any higher-order statistics

Marc Castella , Saloua Rhioui , Eric Moreau , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Philadelphia, USA, France. pp.569-572

Communication dans un congrès hal-00621677v1

An iterative blind source separation method for convolutive mixtures of images

Marc Castella , Jean-Christophe Pesquet

Proc. International Conference on Independent Component Analysis, ICA 04, Sep 2004, Granada, Spain, France. pp.922-929

Communication dans un congrès hal-00621871v1

Blind MIMO detection of convolutively mixed CPM sources

Marc Castella , Pascal Bianchi , Antoine Chevreuil , Jean-Christophe Pesquet

Proc. European Signal and Image Processing Conference, EUSIPCO 04, 2004, Vienna, Austria, France. 10pp

Communication dans un congrès hal-00621673v1

A quadratic MISO contrast function for blind equalization

Marc Castella , Eric Moreau , Jean-Christophe Pesquet

Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing ICASSP 2004, May 2004, Montréal, Canada, France. pp.681-684

Communication dans un congrès hal-00621674v1

Séparation aveugle d'un mélange convolutif de sources non linéaires par une approche hiérarchique

Marc Castella , Antoine Chevreuil , Jean-Christophe Pesquet

Groupe de recherche et d'études du traitement du signal et des images (GRETSI'03), 2003, Paris, France, France. 10pp

Communication dans un congrès hal-00621812v1

Source separation of a class of non linear time series

Marc Castella , Jean-Christophe Pesquet

IEEE-Eurasip Workshop on Non Linear Signal and Image Processing (NSIP), Jun 2003, Grado, Italy, France. 10pp

Communication dans un congrès hal-00621675v1

New contrasts for blind separation of non iid sources in the convolutive case

Marc Castella , Jean-Christophe Pesquet , Athina P. Petropulu

Proc. European Signal and Image Processing Conference, EUSIPCO 02, Vol.2, 2002, Toulouse, France, France. pp.107-110

Communication dans un congrès hal-00621676v1

A survey of kurtosis optimization schemes for MISO source separation and equalization

Marc Castella , Eric Moreau , Vicente Zarzoso

Chatterjee; Amitava and Nobahari; Hadi and Siarry; Patrick. Advances in Heuristic Signal Processing and Applications, Springer, pp.183-217, 2013, 978-3-642-37879-9. ⟨10.1007/978-3-642-37880-5_9⟩

Chapitre d'ouvrage hal-00856835v1

Chapter 8 - Convolutive mixtures

Marc Castella , Antoine Chevreuil , Jean-Christophe Pesquet

?. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Elsevier, pp.281-324, 2011

Chapitre d'ouvrage hal-00621959v1

Mélanges convolutifs

Marc Castella , Antoine Chevreuil , Jean-Christophe Pesquet

Comon Pierre, Jutten Christian. Séparation de sources : concepts de base et analyse en composantes indépendantes, vol. 1, Hermès Science, Paris, pp.231-282, 2007

Chapitre d'ouvrage hal-00621851v1
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Séparation de sources non linéaires dans le cas des mélanges convolutifs

Marc Castella

Traitement du signal et de l'image [eess.SP]. Université de Marne la Vallée, 2004. Français. ⟨NNT : ⟩

Thèse tel-00714473v1