Marc Castella

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Publications

Image document

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-04337530 v1
Image document

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-03887116 v1
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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-02972442 v2
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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-02877910 v1
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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-01852289 v2
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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-01355428 v1

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-00830124 v1
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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-00776154 v1
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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-00561876 v1
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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-00442756 v1
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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-00442765 v1

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-00621797 v1

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-00278896 v1

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-00621949 v1

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-00621803 v1
Image document

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-03887143 v1
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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-03227078 v1
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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-02907937 v1
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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-03040027 v1
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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-02484188 v1
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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-02284991 v1
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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-02654329 v1
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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-02977062 v1
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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-02196878 v1
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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-02196881 v1
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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-01957568 v1
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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-01666536 v1
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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-01575293 v1
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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-01263352 v2

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-02286564 v1
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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-01302411 v1
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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-00714717 v1
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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-01465735 v1
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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-01308032 v1
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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-00442763 v1
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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-00442759 v1
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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-00327652 v1

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-00621677 v1

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-00621871 v1

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-00621673 v1

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-00621674 v1

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-00621812 v1

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-00621675 v1

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-00621676 v1

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-00856835 v1

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-00621959 v1

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-00621851 v1
Image document

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-00714473 v1