Article dans une revue

2023

ref_biblio

Marc Castella. Unsupervised linear component analysis for a class of probability mixture models. IEEE Signal Processing Letters, 2023, 31, pp.31-35. ⟨10.1109/lsp.2023.3341005⟩. ⟨hal-04337530⟩

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Sagar Verma, Nicolas Henwood, Marc Castella, Al Kassem Jebai, Jean-Christophe Pesquet. Neural speed–torque estimator for induction motors in the presence of measurement noise. IEEE Transactions on Industrial Electronics, 2023, 70 (1), pp.167 - 177. ⟨10.1109/tie.2022.3153830⟩. ⟨hal-03887116⟩

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2021

ref_biblio

Arthur Marmin, Marc Castella, Jean-Christophe Pesquet, Laurent Duval. Sparse signal reconstruction for nonlinear models via piecewise rational optimization. Signal Processing, 2021, 179, pp.107835. ⟨10.1016/j.sigpro.2020.107835⟩. ⟨hal-02972442v2⟩

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2020

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Arthur Marmin, Anna Jezierska, Marc Castella, Jean-Christophe Pesquet. Global optimization for recovery of clipped signals corrupted with Poisson-Gaussian noise. IEEE Signal Processing Letters, 2020, 27, pp.970-974. ⟨10.1109/lsp.2020.2998699⟩. ⟨hal-02877910⟩

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2019

ref_biblio

Marc Castella, Jean-Christophe Pesquet, Arthur Marmin. Rational optimization for nonlinear reconstruction with approximate ℓ0 penalization. IEEE Transactions on Signal Processing, 2019, 67 (6), pp.1407-1417. ⟨10.1109/TSP.2018.2890065⟩. ⟨hal-01852289v2⟩

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2016

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Jean-Pierre Delmas, Mohammed Nabil El Korso, Houcem Gazzah, Marc Castella. CRB analysis of planar antenna arrays for optimizing near-field source localization. Signal Processing, 2016, 127, pp.117 - 134. ⟨10.1016/j.sigpro.2016.02.021⟩. ⟨hal-01355428⟩

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2013

ref_biblio

Marc Castella, Selwa Rafi, Pierre Comon, Wojciech Pieczynski. Separation of instantaneous mixtures of dependent sources using classical ICA methods. EURASIP Journal on Advances in Signal Processing, 2013, 2013:62, pp.n/c. ⟨10.1186/1687-6180-2013-62⟩. ⟨hal-00830124⟩

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2012

ref_biblio

Marc Castella, Eric Moreau. New kurtosis optimization schemes for MISO equalization. IEEE Transactions on Signal Processing, 2012, 60 (3), pp.1319-1330. ⟨10.1109/TSP.2011.2177828⟩. ⟨hal-00776154⟩

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2010

ref_biblio

Rémi Dubroca, Christophe de Luigi, Marc Castella, Eric Moreau. A general algebraic algorithm for blind extraction of one source in a MIMO convolutive mixture. IEEE Transactions on Signal Processing, 2010, 58 (5), pp.2484-2493. ⟨10.1109/TSP.2010.2042487⟩. ⟨hal-00561876⟩

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2009

ref_biblio

Marc Castella, Eric Moreau. Generalized identifiability conditions for blind convolutive MIMO separation. IEEE Transactions on Signal Processing, 2009, 57 (7), pp.2846-2852. ⟨10.1109/TSP.2009.2016259⟩. ⟨hal-00442756⟩

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2008

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Marc Castella. Inversion of polynomial systems and separation of nonlinear mixtures of finite-alphabet sources. IEEE Transactions on Signal Processing, 2008, 56 (8 (Part 2)), pp.3905 - 3917. ⟨10.1109/TSP.2008.921788⟩. ⟨hal-00442765⟩

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2007

ref_biblio

Marc Castella, Saloua Rhioui, Eric Moreau, Jean-Christophe Pesquet. Quadratic Higher-Order Criteria for Iterative Blind Separation of a MIMO Convolutive Mixture of Sources. IEEE Transactions on Signal Processing, 2007, 55 (1), pp.218-232. ⟨hal-00621797⟩

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2006

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Marc Castella, Pascal Bianchi, Antoine Chevreuil, Jean-Christophe Pesquet. A Blind Source Separation Framework for detecting CPM sources mixed by a convolutive MIMO filter. Signal Processing, 2006, 86 (Issue 8), pp. 1950-1967. ⟨hal-00278896⟩

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ref_biblio

Marc Castella, P. Bianchi, Antoine Chevreuil, Jean-Christophe Pesquet. A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter. Signal Processing, 2006, ? (1), pp.1950-1967. ⟨hal-00621949⟩

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2005

ref_biblio

Marc Castella, Jean-Christophe Pesquet, Athina P. Petropulu. A Family of Frequency- and Time-Domain Contrasts for Blind Separation of Convolutive Mixtures of Temporally Dependent Signals. IEEE Transactions on Signal Processing, 2005, 53 (1), pp.107-120. ⟨hal-00621803⟩

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Communication dans un congrès

2022

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Sagar Verma, Nicolas Henwood, Marc Castella, Jean-Christophe Pesquet, Al Kassem Jebai. Can GANs recover faults in electrical motor sensors?. ICLR 2022 - International Conference on Learning Representations (ICLR ), Apr 2022, Virtual, France. ⟨hal-03887143⟩

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2021

ref_biblio

Elie Leroy, Arthur Marmin, Marc Castella, Laurent Duval. Weight identification through global optimization in a new hysteretic neural network model. ICASSP 2021 - 46th International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto (online), Canada. pp.5315-5319, ⟨10.1109/ICASSP39728.2021.9413383⟩. ⟨hal-03227078⟩

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2020

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Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. Globally optimizing owing to tensor decomposition. EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2020, Amsterdam, Netherlands. pp.990-994, ⟨10.23919/Eusipco47968.2020.9287511⟩. ⟨hal-03040027⟩

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ref_biblio

Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. A moment-based approach for guaranteed tensor decomposition. ICASSP 2020 - 45th International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.3927-3931, ⟨10.1109/icassp40776.2020.9054186⟩. ⟨hal-02654329⟩

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ref_biblio

Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. Robust reconstruction with nonconvex subset constraints. 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⟩. ⟨hal-02977062⟩

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ref_biblio

Sagar Verma, Nicolas Henwood, Marc Castella, Al Kassem Jebai, Jean-Christophe Pesquet. Neural networks based speed-torque estimators for induction motors and performance metrics. IECON 2020 - 46th Annual Conference of the IEEE Industrial Electronics Society, Oct 2020, Singapore, Singapore. pp.495-500, ⟨10.1109/IECON43393.2020.9255236⟩. ⟨hal-02907937⟩

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ref_biblio

Sagar Verma, Nicolas Henwood, Marc Castella, François Malrait, Jean-Christophe Pesquet. Modeling electrical motor dynamics using encoder-decoder with recurrent skip connection. AAAI 2020 - 34th AAAI conference on artificial intelligence, Feb 2020, New York, United States. pp.1387-1394. ⟨hal-02484188⟩

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2019

ref_biblio

Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. How to globally solve non-convex optimization problems involving an approximate ℓ 0 penalization. ICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.5601-5605, ⟨10.1109/ICASSP.2019.8683692⟩. ⟨hal-02196878⟩

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ref_biblio

Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. Detecting the Rank of a Symmetric Tensor. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. pp.1-5. ⟨hal-02284991⟩

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ref_biblio

Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. Sparse signal reconstruction with a sign oracle. SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Jul 2019, Toulouse, France. ⟨hal-02196881⟩

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2018

ref_biblio

Arthur Marmin, Marc Castella, Jean-Christophe Pesquet, Laurent Duval. Signal reconstruction from sub-sampled and nonlinearly distorted observations. EUSIPCO 2018: 26th European Signal Processing Conference, Sep 2018, Roma, Italy. pp.1970-1974, ⟨10.23919/EUSIPCO.2018.8553174⟩. ⟨hal-01957568⟩

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2017

ref_biblio

Marc Castella, Jean-Christophe Pesquet. A global optimization approach for rational sparsity promoting criteria. EUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.156 - 160, ⟨10.23919/EUSIPCO.2017.8081188⟩. ⟨hal-01666536⟩

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ref_biblio

Marc Castella, Jean-Christophe Pesquet. Recovery of nonlinearly degraded sparse signals through rational optimization. SPARS 2017 - 6th Signal Processing with Adaptive Sparse Structured Representations workshop, Jun 2017, Lisbonne, Portugal. pp.1-2. ⟨hal-01575293⟩

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2015

ref_biblio

Marc Castella, Jean-Christophe Pesquet. Optimization of a Geman-McClure like criterion for sparse signal deconvolution. 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⟩. ⟨hal-01263352v2⟩

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2013

ref_biblio

Irina Delia Nemoianu, Claudio Greco, Marc Castella, Beatrice Pesquet-Popescu, Marco Cagnazzo. On a Practical Approach to Source Separation over Finite Fields for Network Coding Applications. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, BC, Canada. ⟨hal-02286564⟩

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2011

ref_biblio

Selwa Rafi, Marc Castella, Wojciech Pieczynski. An extension of the ICA model using latent variables. ICASSP 2011 : 36th International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.3712 - 3715, ⟨10.1109/ICASSP.2011.5947157⟩. ⟨hal-01302411⟩

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ref_biblio

Selwa Rafi, Marc Castella, Wojciech Pieczynski. Pairwise Markov model applied to unsupervised image separation. SPPRA '11 : The Eighth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, Feb 2011, Innsbruck, Austria. ⟨10.2316/P.2011.721-044⟩. ⟨hal-00714717⟩

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ref_biblio

Selwa Rafi, Marc Castella, Wojciech Pieczynski. Une extension avec variables latentes du modèle d'analyse en composantes indépendantes. GRETSI 2011 : XXIIIe Colloque, Sep 2011, Bordeaux, France. pp.1 - 4. ⟨hal-01465735⟩

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2010

ref_biblio

Marc Castella, Eric Moreau. A new method for kurtosis maximization and source separation. ICASSP 2010 : 35th International Conference on Acoustics, Speech, and Signal Processing , Mar 2010, Dallas, United States. pp.2670 - 2673, ⟨10.1109/ICASSP.2010.5496250⟩. ⟨hal-01308032⟩

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2009

ref_biblio

Marc Castella, Eric Moreau. A new optimization method for reference-based quadratic contrast functions in a deflation scenario. ICASSP 2009 : IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.3161 - 3164, ⟨10.1109/ICASSP.2009.4960295⟩. ⟨hal-00442763⟩

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ref_biblio

Marc Castella, Eric Moreau. Reference based contrast functions in a semi-blind context. 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⟩. ⟨hal-00442759⟩

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2007

ref_biblio

Marc Castella, Pierre Comon. Blind Separation of Instantaneous Mixtures of Dependent Sources. 7th International Conference on Independent Component Analysis and Signal Separation, Sep 2007, London, United Kingdom. pp.9-16. ⟨hal-00327652⟩

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2005

ref_biblio

Marc Castella, Saloua Rhioui, Eric Moreau, Jean-Christophe Pesquet. Source separation by quadratic contrast functions: a blind approach based on any higher-order statistics. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Philadelphia, USA, France. pp.569-572. ⟨hal-00621677⟩

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2004

ref_biblio

Marc Castella, Pascal Bianchi, Antoine Chevreuil, Jean-Christophe Pesquet. Blind MIMO detection of convolutively mixed CPM sources. Proc. European Signal and Image Processing Conference, EUSIPCO 04, 2004, Vienna, Austria, France. 10pp. ⟨hal-00621673⟩

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ref_biblio

Marc Castella, Jean-Christophe Pesquet. An iterative blind source separation method for convolutive mixtures of images. Proc. International Conference on Independent Component Analysis, ICA 04, Sep 2004, Granada, Spain, France. pp.922-929. ⟨hal-00621871⟩

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ref_biblio

Marc Castella, Eric Moreau, Jean-Christophe Pesquet. A quadratic MISO contrast function for blind equalization. Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing ICASSP 2004, May 2004, Montréal, Canada, France. pp.681-684. ⟨hal-00621674⟩

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2003

ref_biblio

Marc Castella, Jean-Christophe Pesquet. Source separation of a class of non linear time series. IEEE-Eurasip Workshop on Non Linear Signal and Image Processing (NSIP), Jun 2003, Grado, Italy, France. 10pp. ⟨hal-00621675⟩

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ref_biblio

Marc Castella, Antoine Chevreuil, Jean-Christophe Pesquet. Séparation aveugle d'un mélange convolutif de sources non linéaires par une approche hiérarchique. Groupe de recherche et d'études du traitement du signal et des images (GRETSI'03), 2003, Paris, France, France. 10pp. ⟨hal-00621812⟩

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2002

ref_biblio

Marc Castella, Jean-Christophe Pesquet, Athina P. Petropulu. New contrasts for blind separation of non iid sources in the convolutive case. Proc. European Signal and Image Processing Conference, EUSIPCO 02, Vol.2, 2002, Toulouse, France, France. pp.107-110. ⟨hal-00621676⟩

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Chapitre d'ouvrage

2013

ref_biblio

Marc Castella, Eric Moreau, Vicente Zarzoso. A survey of kurtosis optimization schemes for MISO source separation and equalization. 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⟩. ⟨hal-00856835⟩

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2011

ref_biblio

Marc Castella, Antoine Chevreuil, Jean-Christophe Pesquet. Chapter 8 - Convolutive mixtures. ?. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Elsevier, pp.281-324, 2011. ⟨hal-00621959⟩

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2007

ref_biblio

Marc Castella, Antoine Chevreuil, Jean-Christophe Pesquet. Mélanges convolutifs. Comon Pierre, Jutten Christian. Séparation de sources : concepts de base et analyse en composantes indépendantes, vol. 1, Hermès Science, Paris, pp.231-282, 2007. ⟨hal-00621851⟩

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Thèse

2004

ref_biblio

Marc Castella. Séparation de sources non linéaires dans le cas des mélanges convolutifs. Traitement du signal et de l'image [eess.SP]. Université de Marne la Vallée, 2004. Français. ⟨NNT : ⟩. ⟨tel-00714473⟩

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