Marc Castella

Publications

Article dans une revue (15)

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
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
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
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
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
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
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
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
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
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

Communication dans un congrès (29)

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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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

Chapitre d'ouvrage (3)

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

Thèse (1)

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