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Matthieu Puigt

Associate Professor (with accreditation to supervise research) in statistical signal processing and machine learning at University of Littoral Côte d'Opale
92
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  • 157346
Researcher identifiers

Publications

Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: a Filtering-Based Framework

Kinan Abbas , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
IEEE Transactions on Computational Imaging, inPress
Journal articles hal-04568405v1

Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: a Matrix-Completion Framework

Kinan Abbas , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
IEEE Transactions on Computational Imaging, In press
Journal articles hal-04568404v1
Image document

Semi-Automatic Spectral Image Stitching for a Compact Hybrid Linescan Hyperspectral Camera towards Near Field Remote Monitoring of Potato Crop Leaves

Pierre Chatelain , Gilles Delmaire , Ahed Alboody , Matthieu Puigt , Gilles Roussel
Sensors, 2021, 21 (22), pp.7616. ⟨10.3390/s21227616⟩
Journal articles hal-03437729v1
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Informed Weighted Non-Negative Matrix Factorization Using αβ-Divergence Applied to Source Apportionment

Gilles Delmaire , Mahmoud Omidvar , Matthieu Puigt , Frédéric Ledoux , Abdelhakim Limem
Entropy, 2019, Information Theory Applications in Signal Processing, 21 (3), pp.253. ⟨10.3390/e21030253⟩
Journal articles hal-02059209v1
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Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
IEEE Transactions on Signal and Information Processing over Networks, 2018, 4 (4), pp.667-682. ⟨10.1109/TSIPN.2018.2811962⟩
Journal articles hal-01580604v2
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Non-negative matrix factorization under equality constraints—a study of industrial source identification

A Limem , G Delmaire , Matthieu Puigt , G Roussel , D Courcot
Applied Numerical Mathematics, 2014, 85, pp.1-15. ⟨10.1016/j.apnum.2014.05.009⟩
Journal articles hal-01367321v1
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Real-Time Multiple Sound Source Localization and Counting Using a Circular Microphone Array

Despoina Pavlidi , Anthony Griffin , Matthieu Puigt , Athanasios Mouchtaris
IEEE Transactions on Audio, Speech and Language Processing, 2013, 21 (10), pp.2193-2206. ⟨10.1109/TASL.2013.2272524⟩
Journal articles hal-01367320v1
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Temporal and time-frequency correlation-based blind source separation methods. Part I : Determined and underdetermined linear instantaneous mixtures

Yannick Deville , Matthieu Puigt
Signal Processing, 2007, 87 (3), pp.Pages 374-407. ⟨10.1016/j.sigpro.2006.05.012⟩
Journal articles hal-00270884v1
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Time–frequency ratio-based blind separation methods for attenuated and time-delayed sources

Matthieu Puigt , Yannick Deville
Mechanical Systems and Signal Processing, 2005, 19 (6), pp.1348-1379. ⟨10.1016/j.ymssp.2005.08.003⟩
Journal articles hal-00270877v1

Agent-Based Modeling and Simulation for Urban Air Quality Assessment

Neda Mashhadi , Cyril Fonlupt , Matthieu Puigt , Gilles Roussel , Sébastien Verel
7 th International Conference on Logistics Operations Management: Smart Sustainable and Green Logistics, May 2024, Marrakech (Maroc), Morocco
Conference papers hal-04447553v1
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Homographies structurées pour l’alignement de couches spectrales

Pierre Chatelain , Gilles Delmaire , Aseel Al Khansa , Matthieu Puigt , Gilles Roussel
XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023), Aug 2023, Grenoble, France. pp.1073-1076
Conference papers hal-04130466v1
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Réseau antagoniste génératif pour la fusion spatio-temporelle d'images satellitaires multi-spectrales

Amine Hadir , Ahed Alboody , Matthieu Puigt , Gilles Roussel , Vincent Vantrepotte
XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023), Aug 2023, Grenoble, France. pp.773-776
Conference papers hal-04129226v1
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Méthodes parcimonieuses de déconvolution et démélange pour les images multispectrales "snapshot"

Kinan Abbas , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023), Aug 2023, Grenoble, France. pp.749-752
Conference papers hal-04129211v1
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Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images

Kinan Abbas , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Jun 2023, Rhodes, Greece. ⟨10.1109/ICASSP49357.2023.10096740⟩
Conference papers hal-03992002v1
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Méthode de démélange et dématriçage conjoints fondée sur la complétion de rang un pour les images multispectrales « snapshot »

Kinan Abbas , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France
Conference papers hal-03684733v1
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Complétion par apprentissage profond de séries temporelles d'images multi-spectrales à partir d'images hyper-spectrales

Cheick Tidiani Cissé , Ahed Alboody , Matthieu Puigt , Gilles Roussel , Vincent Vantrepotte
XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France
Conference papers hal-03684726v1
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Filtering-based endmember identification method for snapshot spectral images

Kinan Abbas , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Sep 2022, Roma, Italy. ⟨10.1109/WHISPERS56178.2022.9955128⟩
Conference papers hal-03685133v1
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DeepSen3: Deep multi-scale learning model for spatial-spectral fusion of Sentinel-2 and Sentinel-3 remote sensing images

Ahed Alboody , Matthieu Puigt , Gilles Roussel , Vincent Vantrepotte , Cédric Jamet
12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) 2022, Sep 2022, Rome, Italy. ⟨10.1109/WHISPERS56178.2022.9955139⟩
Conference papers hal-03714846v1
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Amélioration de l’intelligibilité de la parole dans des enregistrements de « boîtes noires aéronautiques » à l’aide de méthodes de Séparation Aveugle de Sources

Benjamin Bigot , Hélène Devulder , Matthieu Puigt
XXXXIVe Journées d'Etudes sur la Parole (JEP 2022), Jun 2022, Île de Noirmoutier, France. ⟨10.21437/JEP.2022-35⟩
Conference papers hal-03610197v1

Joint Demosaicing and Unmixing in Snapshot Spectral Images

Kinan Abbas , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
Journées Imagerie Optique Non Conventionnelle des GdR ISIS et GdR ONDES, Mar 2022, Paris, France
Conference papers hal-03579243v1
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A new deep learning method for multispectral image time series completion using hyperspectral data

Cheick Tidiani Cissé , Ahed Alboody , Matthieu Puigt , Gilles Roussel , Vincent Vantrepotte
47th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2022), May 2022, Singapour, Singapore. pp.1546-1550, ⟨10.1109/ICASSP43922.2022.9747895⟩
Conference papers hal-03540379v1
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Inversion de réseaux de filtres de Fabry-Perot pour la restauration de cubes hyperspectraux

Pierre Chatelain , Gilles Delmaire , Matthieu Puigt , Gilles Roussel
XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRESTI), Sep 2022, Nancy, France
Conference papers hal-03684740v1

Fabry-Perot Filter Array Inversion for Hyperspectral Datacube Restoration

Pierre Chatelain , Gilles Delmaire , Matthieu Puigt , Gilles Roussel
2nd Workshop on Low-Rank Models and Applications (LRMA'22), Sep 2022, Mons, Belgium
Conference papers hal-03728968v1

Airplane! Introducing the cockpit party problem

Matthieu Puigt , Benjamin Bigot , Hélène Devulder
2nd Workshop on Low-Rank Models and Applications (LRMA'22), Sep 2022, Mons, Belgium
Conference papers hal-03728923v1
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Apport de la séparation de sources au traitement des signaux audiophoniques issus de « boîtes noires aéronautiques »

Matthieu Puigt , Benjamin Bigot , Hélène Devulder
XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France
Conference papers hal-03684716v1
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Filtering-based endmember estimation from snapshot spectral images

Kinan Abbas , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
2nd Workshop on Low-Rank Models and Applications (LRMA'22), Sep 2022, Mons, Belgium
Conference papers hal-03728944v1

Projet TOSCA OSYNICO : Optimisation et SYNergie des données In situ et COuleur de l'eau pour l’étude de la dynamique biogéochimique des eaux côtières

Vincent Vantrepotte , Trung Kien Tran , Hubert Loisel , Cédric Jamet , François G Schmitt
Colloque ILICO / EVOLECO 2021, Nov 2021, La Rochelle, France
Conference papers hal-03433815v1
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Random Projection Streams for (Weighted) Nonnegative Matrix Factorization

Farouk Yahaya , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.3280-3284, ⟨10.1109/ICASSP39728.2021.9413496⟩
Conference papers hal-03126485v1
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Experimental comparison of multi-sharpening methods applied to Sentinel-2 MSI and Sentinel-3 OLCI images

Ahed Alboody , Matthieu Puigt , Gilles Roussel , Vincent Vantrepotte , Cédric Jamet
11th Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (WHISPERS), Mar 2021, Amsterdam, Netherlands. pp.293, ⟨10.1109/WHISPERS52202.2021.9484009⟩
Conference papers hal-03157209v1

Fast informed nonnegative matrix factorization for mobile sensor calibration

Farouk Yahaya , Matthieu Puigt , Olivier Vu Thanh , Gilles Delmaire , Gilles Roussel
GdR ISIS (Groupement de Recherche Information Signal Image viSion) : Statistical learning with missing values, Dec 2021, Virtuel, France
Conference papers hal-03471618v1
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In situ calibration of cross-sensitive sensors in mobile sensor arrays using fast informed non-negative matrix factorization

Olivier Vu Thanh , Matthieu Puigt , Farouk Yahaya , Gilles Delmaire , Gilles Roussel
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.3515-3519, ⟨10.1109/ICASSP39728.2021.9414742⟩
Conference papers hal-03126481v1

Apprentissage profond et fusion des images hyperspectrales (Sentinel-3 OLCI, AVIRIS, HICO) et multi-spectrales (Sentinel-2, Lansat8 OLI) pour l'extraction des attributs (couleur de l'océan)

Ahed Alboody , Matthieu Puigt , Gilles Roussel
GdR ISIS (Groupement de Recherche - Information Signal Image Vision) : Extraction d'attributs et apprentissage pour l'analyse des images de télédétection, Oct 2020, Virtuel, France
Conference papers hal-03471612v1
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Gaussian Compression Stream: Principle and Preliminary Results

Farouk Yahaya , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
iTWIST'20 : international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Dec 2020, Nantes, France. Paper-ID 11
Conference papers hal-02931454v1

Non-Negative Matrix Factorization with Missing Entries: A Random Projection Based Approach

Farouk Yahaya , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
Journée des jeunes chercheurs en Traitement du signal et de l’image 2019 GRAISyHM TSI 2019, Jun 2019, Amiens, France
Conference papers hal-02314813v1
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Accélération de la factorisation pondérée en matrices non-négatives par projections aléatoires

Farouk Yahaya , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
GRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France
Conference papers hal-02145705v1
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How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries?

Farouk Yahaya , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
27th European Signal Processing Conference, Sep 2019, A Coruña, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8903036⟩
Conference papers hal-02151521v1

Fast & furious: accelerating weighted NMF using random projections

Farouk Yahaya , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
Workshop on Low-Rank Models and Applications (LRMA), Sep 2019, Mons, Belgium
Conference papers hal-02151522v1

Cartographie et étalonnage de capteurs conjoints par traitement des données issues de capteurs mobiles

Matthieu Puigt , Clément Dorffer , Farouk Yahaya , Gilles Delmaire , Gilles Roussel
Colloque National Capteurs et Sciences Participatives, Apr 2019, Paris, France
Conference papers hal-02070054v1
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Faster-than-fast NMF using random projections and Nesterov iterations

Farouk Yahaya , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
iTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Nov 2018, Marseille, France
Conference papers hal-01859713v1

Calibration en ligne d’un réseau de capteurs mobiles par factorisation matricielle

Farouk Yahaya , Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
Individual Air Pollution Sensors: Innovation or Revolution?, Nov 2018, Villeneuve d'Ascq, France
Conference papers hal-01868016v1

Source contributions to PM10 levels in a coastal area in northern France: a one year study

Frédéric Ledoux , Chloé Roche , Mireille Borgie , Lamia Moufarrej , Gilles Delmaire
28th SETAC Europe Annual Meeting, May 2018, Roma, Italy
Conference papers hal-01782372v1

Méthodes informées de factorisation matricielle pour l'étalonnage aveugle d'un réseau de capteurs mobiles

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
GdR ISIS, journée "Inversion et problèmes multi-*", GDR-ISIS, Mar 2017, Paris, France
Conference papers hal-03471603v1

Méthodes informées de factorisation matricielle pour l'étalonnage aveugle d'un réseau de capteurs mobiles

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
Doctorale en Traitement du Signal et de l'Image 2017, Apr 2017, Lille, France
Conference papers hal-01831913v1

A one year study to estimate maritime contributions to PM10 levels in a coastal area in northern France

Dominique Courcot , Chloé Roche , Mireille Borgie , Gilles Delmaire , Gilles Roussel
International Conference on Atmospheric Chemical and Biological Processes: Interactions and Impacts (ATMOCHEMBIO), Jun 2017, Clermont-Ferrand, France
Conference papers ineris-01853117v1

Matrix Factorisation-based Calibration For Air Quality Crowd-sensing

Clement Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel , Romain Rouvoy
European Geosciences Union General Assembly 2017, Apr 2017, Vienna, Austria. pp.EGU2017-16389
Conference papers hal-01495581v1
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Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. pp.26-35, ⟨10.1007/978-3-319-53547-0_3⟩
Conference papers hal-01469366v1
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Environmental signal processing: new trends and applications

Matthieu Puigt , Gilles Delmaire , Gilles Roussel
25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017), Apr 2017, Bruges, Belgium
Conference papers hal-01476878v1
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Outlier-Robust Calibration Method for Sensor Networks

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
2017 IEEE International Workshop of Electronics, Control, Measurement, Signals and their application to Mechatronics (ECMSM), May 2017, San Sebastian, Spain. ⟨10.1109/ECMSM.2017.7945907⟩
Conference papers hal-01498172v1
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Informed split gradient non-negative matrix factorization using Huber cost function for source apportionment

Robert Chreiky , Gilles Delmaire , Matthieu Puigt , Gilles Roussel , Antoine Abche
Proceedings of the 16th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2016), IEEE, Dec 2016, Limassol, Cyprus. pp.69-74, ⟨10.1109/ISSPIT.2016.7886011⟩
Conference papers hal-01393264v1

Robust informed split gradient NMF using Alpha Beta-divergence for source apportionment

Robert Chreiky , Gilles Delmaire , Clément Dorffer , Matthieu Puigt , Gilles Roussel
International Workshop on Machine Learning for Signal Processing (MLSP 2016), Sep 2016, Vietri Sul Mare, Italy. ⟨10.1109/MLSP.2016.7738843⟩
Conference papers hal-01371238v1
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Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China. pp.2941-2945, ⟨10.1109/ICASSP.2016.7472216⟩
Conference papers hal-01367338v1

Origins of PM 10 in northern coast of France: a one year study to estimate maritime contributions in the Strait of Dover

Chloé Roche , Frédéric Ledoux , Mireille Borgie , Gilles Delmaire , Gilles Roussel
22nd European Aerosol Conference, Sep 2016, Tours, France
Conference papers hal-01367342v1
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Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
9th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2016), Jul 2016, Rio de Janeiro, Brazil. ⟨10.1109/SAM.2016.7569735⟩
Conference papers hal-01371239v1
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Blind calibration of mobile sensors using informed nonnegative matrix factorization

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), Aug 2015, Liberec, Czech Republic. pp.497-505, ⟨10.1007/978-3-319-22482-4_58⟩
Conference papers hal-01367332v1

Split gradient method for informed non-negative matrix factorization

Robert Chreiky , Gilles Delmaire , Matthieu Puigt , Gilles Roussel , Dominique Courcot
12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), Aug 2015, Liberec, Czech Republic. pp.376-383, ⟨10.1007/978-3-319-22482-4_44⟩
Conference papers hal-01367330v1
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Bound constrained weighted NMF for industrial source apportionment

Abdelhakim Limem , Matthieu Puigt , Gilles Delmaire , Gilles Roussel , Dominique Courcot
24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2014), Sep 2014, Reims, France. ⟨10.1109/MLSP.2014.6958851⟩
Conference papers hal-01367328v1

Méthodes informées de factorisation matricielle non-négative. Application à l'identification de sources de particules industrielles

Abdelhakim Limem , Gilles Delmaire , Matthieu Puigt , Gilles Roussel
journée GT Identification, GdR MACS, Nov 2014, Paris, France
Conference papers hal-03512254v1
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Enhanced NMF initialization using a physical model for pollution source apportionment

Marc Plouvin , Abdelhakim Limem , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014), Apr 2014, Brugge, Belgium. pp.261-266
Conference papers hal-01367324v1
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Non-negative matrix factorization using weighted beta divergence and equality constraints for industrial source apportionment

Abdelhakim Limem , Gilles Delmaire , Matthieu Puigt , Gilles Roussel , Dominique Courcot
23rd IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), Sep 2013, Southampton, United Kingdom. ⟨10.1109/MLSP.2013.6661903⟩
Conference papers hal-01367327v1
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Effects of audio coding on ICA performance: an experimental study

Matthieu Puigt , Emmanuel Vincent , Yannick Deville , Anthony Griffin , Athanasios Mouchtaris
11th IEEE Int. Workshop on Electronics, Control, Measurement, Signals and their application to Mechatronics, Jun 2013, Toulouse, France
Conference papers hal-00817202v1
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Real-time multiple speaker DOA estimation in a circular microphone array based on matching pursuit

Anthony Griffin , Despoina Pavlidi , Matthieu Puigt , Athanasios Mouchtaris
20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucarest, Romania. pp.2303-2307
Conference papers hal-00772689v1
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Source counting in real-time sound source localization using a circular microphone array

Despoina Pavlidi , Anthony Griffin , Matthieu Puigt , Athanasios Mouchtaris
7th IEEE Sensor Array and Multichannel Signal Processing (SAM 2012), 2012, Hoboken, NJ, United States. pp.521-524, ⟨10.1109/SAM.2012.6250555⟩
Conference papers hal-00772688v1
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Nonlinear blind mixture identification using local source sparsity and functional data clustering

Matthieu Puigt , Anthony Griffin , Athanasios Mouchtaris
7th IEEE Sensor Array and Multichannel Signal Processing, 2012, Hoboken, United States. pp. 481-484
Conference papers hal-00772687v1
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Real-time multiple sound source localization using a circular microphone array based on single-source confidence measures

Despoina Pavlidi , Matthieu Puigt , Anthony Griffin , Athanasios Mouchtaris
IEEE International Conference on Acoustics, Speech, and Signal Processing, 2012, Kyoto, Japan. pp. 2625-2628, ⟨10.1109/ICASSP.2012.6288455⟩
Conference papers hal-00772685v1
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Post-nonlinear speech mixture identification using single-source temporal zones & curve clustering

Matthieu Puigt , Anthony Griffin , Athanasios Mouchtaris
EUSIPCO 2011, 2011, Barcelone, Spain. pp. 1844-1848
Conference papers hal-00772682v1

Blind separation methods based on correlation for sparse possibly-correlated images

Ines Meganem , Yannick Deville , Matthieu Puigt
IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2010, Dallas, United States. pp. 1334 - 1337, ⟨10.1109/ICASSP.2010.5495438⟩
Conference papers hal-00608737v1
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Source separation algorithms for the analysis of hyperspectral observations of very small interstellar dust particles

Olivier Berné , Christine Joblin , A. Tielens , Yannick Deville , Matthieu Puigt
Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, Aug 2009, Grenoble, France. ⟨10.1109/WHISPERS.2009.5289097⟩
Conference papers hal-00608736v1

Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures

Matthieu Puigt , Yannick Deville
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
Conference papers hal-00608734v1
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Validity of the independence assumption for the separation of instantaneous and convolutive mixtures of speech and music sources

Matthieu Puigt , Emmanuel Vincent , Yannick Deville
8th Int. Conf. on Independent Component Analysis and Signal Separation (ICA), Mar 2009, Paraty, Brazil. pp.613--620
Conference papers inria-00544163v1
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Cross-validation of blindly separated interstellar dust spectra

Matthieu Puigt , Olivier Berné , Rima Guidara , Yannick Deville , Shahram Hosseini
9th International Workshop on Electronics, Control, Modelling, Measurement and Signals (ECMS 2009), Jul 2009, Mondragon, Spain. pp. 41-48
Conference papers hal-00608735v1

A new time-frequency correlation-based source separation method for attenuated and time-shifted mixtures

Matthieu Puigt , Y. Deville
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
Conference papers hal-00289320v1

A time-frequency correlation-based blind source separation method for time-delayed mixtures

Matthieu Puigt , Y. Deville
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
Conference papers hal-00289305v1
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A time-scale correlation-based blind separation method applicable to correlated sources

Yannick Deville , Dass Bissessur , Matthieu Puigt , Shahram Hosseini , Hervé Carfantan
14th European Symposium on Artificial Neural Networks (ESANN 2006), Apr 2006, Bruges, Belgium. pp.337-344
Conference papers hal-01413554v1

Two time-frequency ratio-based blind source separation methods for time-delayed mixtures

Matthieu Puigt , Y. Deville
Proceedings of the Sixth International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2006), Mar 2006, Charleston, United States. pp.682-690, ⟨10.1007/11679363⟩
Conference papers hal-00289252v1

A time-frequency ratio-based source separation method for time-delayed mixtures exploiting constant-time zones

Matthieu Puigt , Yannick Deville
Proceedings of the 7th International Workshop on Electronics, Control, Modelling, Measurement and Signals (ECMS 2005), May 2005, Toulouse, France
Conference papers hal-01393320v1

Time-frequency blind signal separation : extended methods, performance evaluation for speech sources

Yannick Deville , Matthieu Puigt , Benoit Albouy
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2004), Jul 2004, Budapest, Hungary. pp. 255-260, ⟨10.1109/IJCNN.2004.1379909⟩
Conference papers hal-01393317v1

Restauration de spectres à partir des valeurs brutes d'une camera hyperspectrale Application au filtrage des harmoniques d'une caméra basée sur les filtres de Fabry-Perot

Pierre Chatelain , Gilles Delmaire , Matthieu Puigt , Gilles Roussel
Pôle MTE - Journée des doctorants 2022, Jul 2022, Dunkerque, France
Conference poster hal-03726093v1

Inversion de grille de filtres de Fabry-Perot pour la reconstruction de cubes hyperspectraux

Pierre Chatelain , Gilles Delmaire , Matthieu Puigt , Gilles Roussel
8ème Journée Régionale des Doctorants en Automatique et Traitement du Signal (JRDA), Jun 2022, Douai, France. 2022
Conference poster hal-03694685v1
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A Dedicated Joint Unmixing and Demosaicing Method for Snapshot Spectral Images

Kinan Abbas , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
8ème Journée Régionale des Doctorants en Automatique et Traitement du Signal (JRDA), Jun 2022, Douai, France
Conference poster hal-03685172v1
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Joint Demosaicing and Unmixing in Hyperspectral Videos

Kinan Abbas , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
7ème Journée Régionale des Doctorants en Automatique et Traitement du Signal (JRDA), Nov 2021, Compiègne, France
Conference poster hal-03433810v1
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Assemblage semi-automatique d'images d'une scène agricole pour la construction du cube hyperspectral à partir d'une caméra compacte spatio-spectrale

Pierre Chatelain , Gilles Delmaire , Ahed Alboody , Matthieu Puigt , Gilles Roussel
7ème Journée Régionale des Doctorants en Automatique et Traitement du Signal (JRDA), Nov 2021, Compiègne, France
Conference poster hal-03433808v1
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NMF for Big Data with Missing Entries: A Random Projection Based Approach

Farouk Yahaya , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
6ème Journée Régionale des Doctorants en Automatique et Traitement du Signal (JRDA), Jul 2019, Lille, France
Conference poster hal-02166582v1
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Do random projections fasten an already fast NMF technique using Nesterov optimal gradient?

Farouk Yahaya , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
5ème Journée Régionale des Doctorants en Automatique et Traitement du Signal (JRDA), Jul 2018, Amiens, France
Conference poster hal-01831111v1

Source contributions to PM10 levels in a coastal area in northern France: a one year study

F Ledoux , Cloé Roche , Mireille Borgie , Lamia Moufarrej , Gilles Delmaire
SETAC Europe 28th Annual Meeting, May 2018, Rome, Italy
Conference poster hal-04407400v1
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Sensor Calibration using Informed Matrix Factorisation for Air Quality Crowdsensing

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
4ème Journée Régionale des Doctorants en Automatique et Traitement du signal, Jun 2017, Béthune, France. 2017
Conference poster hal-01831329v1
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Traitement de signaux irrégulièrement échantillonnés issus du mobile crowd-sensing pour la surveillance de la qualité de l’air

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel , Romain Rouvoy
Innovatives Big Data, Oct 2016, Paris, France.
Conference poster hal-01371240v1

Méthodes de traitement et de fusion de signaux irrégulièrement échantillonnés issus du crowdsensing. Application à la surveillance citoyenne de la qualité de l'air

Clément Dorffer , Matthieu Puigt , Gilles Delmaire , Gilles Roussel
3ème Journée Régionale des Doctorants en Automatique et Traitement du Signal, Jun 2016, Lille, France
Conference poster hal-01831327v1

Chemical characterization and source apportionment of PM2.5 in urban sites under influences

A. Kfoury , Frédéric Ledoux , Cloé Roche , Fabrice Cazier , Dorothée Dewaele
4th Sino-French Joint Workshop on Atmospheric Environment Changing complexity of air pollution : sources, chemistry, impacts & regulations, Dec 2014, Lyon, France
Conference poster hal-04411914v1
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Principles and performance of the LI-TIFROM software

Matthieu Puigt , Yannick Deville
presented during (but not included in the proceeding of) the 8th International Conference on Independent Component Analysis and Blind Source Separation (ICA 2009), Mar 2009, Paraty, Brazil
Conference poster hal-01796756v1
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Méthodes d'analyse en variables latentes fondées sur la parcimonie et/ou la faiblesse de rang. Application aux problèmes inverses multivariés

Matthieu Puigt
Traitement du signal et de l'image [eess.SP]. Université du Littoral Côte d'Opale, 2023
Habilitation à diriger des recherches tel-04119788v2