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Publications de Matthieu PUIGT


Maître de conférences à l'Université du Littoral Côte d'Opale, Calais, France


Article dans une revue4 documents

Communication dans un congrès26 documents

  • Robert Chreiky, Gilles Delmaire, Clément Dorffer, Matthieu Puigt, Gilles Roussel, et al.. Robust informed split gradient NMF using Alpha Beta-divergence for source apportionment. International Workshop on Machine Learning for Signal Processing (MLSP 2016), Sep 2016, Vietri Sul Mare, Italy. 2016, Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016). <hal-01371238>
  • Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor. 9th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2016), Jul 2016, Rio de Janeiro, Brazil. Proceedings of the 9th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2016), 2016, <10.1109/SAM.2016.7569735>. <hal-01371239>
  • Robert Chreiky, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Antoine Abche. Informed split gradient non-negatice matrix factorization using Huber cost function for source apportionment. Proceedings of the 16th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2016), Dec 2016, Limassol, Cyprus. <http://cyprusconferences.org/isspit2016/>. <hal-01393264>
  • Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model. 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China. IEEE, Proceedings of the 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), pp.2941-2945, 2016, <10.1109/ICASSP.2016.7472216>. <hal-01367338>
  • Chloé Roche, Frederic Ledoux, Mireille Borgie, Gilles Delmaire, Gilles Roussel, et al.. Origins of PM10 in northern coast of France: a one year study to estimate maritime contributions in the Strait of Dove. 22nd European Aerosol Conference, Sep 2016, Tours, France. 2016. <hal-01367342>
  • Robert Chreiky, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Dominique Courcot, et al.. Split gradient method for informed non-negative matrix factorization. 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), Aug 2015, Liberec, Czech Republic. Springer International Publishing Switzerland, Proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), 9237, pp.376-383, 2015, LNCS. <10.1007/978-3-319-22482-4_44>. <hal-01367330>
  • Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Blind calibration of mobile sensors using informed nonnegative matrix factorization. 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), Aug 2015, Liberec, Czech Republic. Springer International Publishing Switzerland, Proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), 9237, pp.497-505, 2015, LNCS. <10.1007/978-3-319-22482-4_58>. <hal-01367332>
  • Marc Plouvin, Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, et al.. Enhanced NMF initialization using a physical model for pollution source apportionment. 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014), Apr 2014, Brugge, Belgium. ESANN 2014 proceedings, pp.261-266, 2014, <https://www.elen.ucl.ac.be/esann/>. <hal-01367324>
  • Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot. Bound constrained weighted NMF for industrial source apportionment. 24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2014), Sep 2014, Reims, France. Proceedings of the 24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2014), 2014, <10.1109/MLSP.2014.6958851>. <hal-01367328>
  • Abdelhakim Limem, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Dominique Courcot. Non-negative matrix factorization using weighted beta divergence and equality constraints for industrial source apportionment. 23rd IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), Sep 2013, Southampton, United Kingdom. IEEE, Proceedings of the 23rd IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), 2013, <10.1109/MLSP.2013.6661903>. <hal-01367327>
  • Matthieu Puigt, Emmanuel Vincent, Yannick Deville, Anthony Griffin, Athanasios Mouchtaris. Effects of audio coding on ICA performance: an experimental study. 11th IEEE Int. Workshop on Electronics, Control, Measurement, Signals and their application to Mechatronics, Jun 2013, Toulouse, France. 2013. <hal-00817202>
  • Despoina Pavlidi, Anthony Griffin, Matthieu Puigt, Athanasios Mouchtaris. Source counting in real-time sound source localization using a circular microphone array. 7th IEEE Sensor Array and Multichannel Signal Processing (SAM 2012), 2012, United States. pp. 521-524, 2012. <hal-00772688>
  • Anthony Griffin, Despoina Pavlidi, Matthieu Puigt, Athanasios Mouchtaris. Real-time multiple speaker DOA estimation in a circular microphone array based on matching pursuit. EUSIPCO, 2012, Romania. pp. 2303-2307, 2012. <hal-00772689>
  • Despoina Pavlidi, Matthieu Puigt, Anthony Griffin, Athanasios Mouchtaris. Real-time multiple sound source localization using a circular microphone array based on single-source confidence measures. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2012, Japan. pp. 2625-2628, 2012. <hal-00772685>
  • Matthieu Puigt, Anthony Griffin, Athanasios Mouchtaris. Nonlinear blind mixture identification using local source sparsity and functional data clustering. 7th IEEE Sensor Array and Multichannel Signal Processing, 2012, United States. pp. 481-484, 2012. <hal-00772687>
  • Matthieu Puigt, Anthony Griffin, Athanasios Mouchtaris. Post-nonlinear speech mixture identification using single-source temporal zones & curve clustering. EUSIPCO 2011, 2011, Spain. pp. 1844-1848, 2011. <hal-00772682>
  • Meganem Ines, Yannick Deville, Matthieu Puigt. Blind separation methods based on correlation for sparse possibly-correlated images. IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2010, Dallas, United States. pp. 1334 - 1337, 2010, <10.1109/ICASSP.2010.5495438>. <hal-00608737>
  • Matthieu Puigt, Yannick Deville. Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures. 8th Int. Conf. on Independent Component Analysis and Signal Separation (ICA), 2009, Paraty, Brazil. Lecture Notes in Computer Science, 2009, Volume 5441/2009, 306-313, 2009. <hal-00608734>
  • Olivier Berné, Christine Joblin, A. Tielens, Yannick Deville, Matthieu Puigt, et al.. Source separation algorithms for the analysis of hyperspectral observations of very small interstellar dust particles. Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, 2009, Grenoble, France. pp. 1 - 4, 2009. <hal-00608736>
  • Matthieu Puigt, Olivier Berné, Rima Guidara, Yannick Deville, Shahram Hosseini, et al.. Cross-validation of blindly separated interstellar dust spectra. 9th International Workshop on Electronics, Control, Modelling, Measurement and Signals (ECMS 2009), Jul 2009, Mondragon, Spain. pp. 41-48, 2009. <hal-00608735>
  • Matthieu Puigt, Emmanuel Vincent, Yannick Deville. Validity of the independence assumption for the separation of instantaneous and convolutive mixtures of speech and music sources. 8th Int. Conf. on Independent Component Analysis and Signal Separation (ICA), Mar 2009, Paraty, Brazil. pp.613--620, 2009. <inria-00544163>
  • Matthieu Puigt, Y. Deville. A new time-frequency correlation-based source separation method for attenuated and time-shifted mixtures. Proceedings of the 8th International Worshop on Electronics, Control, Modelling, Measurement and Signals, May 2007, Liberec, Czech Republic. ISBN 978-80-7372-218-0, pp. 34-39, 2007. <hal-00289320>
  • Matthieu Puigt, Y. Deville. A time-frequency correlation-based blind source separation method for time-delayed mixtures. Proceedings of the 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2006, Toulouse, France. pp. V-853 - V-856, ISBN : 1-4244-0469-X, 2006. <hal-00289305>
  • Matthieu Puigt, Y. Deville. Two time-frequency ratio-based blind source separation methods for time-delayed mixtures. Proceedings of the Sixth International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2006), Mar 2006, Charleston, United States. Springer-Verlag, 3889/2006, pp.682-690, 2006, Lecture Notes in Computer Science. <10.1007/11679363>. <hal-00289252>
  • Matthieu Puigt, Yannick Deville. A time-frequency ratio-based source separation method for time-delayed mixtures exploiting constant-time zones. Proceedings of the 7th International Workshop on Electronics, Control, Modelling, Measurement and Signals (ECMS 2005), May 2005, Toulouse, France. <hal-01393320>
  • Yannick Deville, Matthieu Puigt, Benoit Albouy. Time-frequency blind signal separation : extended methods, performance evaluation for speech sources. Proceedings of the International Joint Conference on Neural Networks (IJCNN 2004), Jul 2004, Budapest, Hungary. IEEE, pp. 255-260, Proceedings of the International Joint Conference on Neural Networks (IJCNN 2004). <10.1109/IJCNN.2004.1379909>. <hal-01393317>

Poster1 document

Pré-publication, Document de travail1 document

  • Matthieu Puigt, Anthony Griffin, Athanasios Mouchtaris. Post-Nonlinear Sparse Component Analysis Using Single-Source Zones and Functional Data Clustering. 2012. <hal-00772690>