%% Publications by Matthieu PUIGT
%% Language entries are set for the use of the babelbib package (https://ctan.org/pkg/babelbib)

%% Last update - June 19 2026

% -- 2026 --

@article{cbacggrmp_DiB26,
	author = {Ben Azizi, C. and Guilloteau, C. and Roussel, G. and Puigt, M.},
	title = {SVH-BD: Synthetic Vegetation Hyperspectral Benchmark Dataset Derived from Sentinel-2 Tiles over France, Spain, Tanzania, and India during 1--6 May 2023},
	journal = {Data in Brief},
	volume = {67},
	article-number = {112937},
	month = {August},
	year = {2026},
	language = { english },
}

@inproceedings{fzmmpcjgdcggrvv_EUSIPCO26,
	author = {F. Z. M'Rani and M. Puigt and C. Jamet and G. Delmaire and C. Guilloteau and G. Roussel and V. Vantrepotte}, 
	title = {Scalable Fusion of Multiple Multispectral and Hyperspectral Images via Tucker Decomposition}, 
	booktitle = {Proceedings of the 34th European Signal Processing Conference (EUSIPCO 2026)}, 
	pages= {}, 
	address = {Bruges, Belgium}, 
	month = {August}, 
	year = {2026},
	language = {english},

} 


% -- 2025 -- 

@misc{gpgdmpbbgr_LRMA25,
	author = {G. Pestelle, G. Delmaire, M. Puigt, B. Bigot, G. Roussel}, 
	title = {A Preliminary Investigation on Human-in-the-Loop Source Separation Performance for Aircraft "Black Box" Recordings}, 
	howpublished = {Third Workshop on Low-Rank Models and Applications (LRMA'25)}, 
	address = {Mons, Belgium}, 
	year = {2025},
	language = {english},
}

@misc{clmpjc_LRMA25,
	author = {Lams, C. and Puigt, M.  and Creusier, J. }, 
	title = {{QLAPP:} A Mobile Application to Create and Manage Questionnaires, Respondent Panels, and Surveys in Social Science}, 
	howpublished = {Third Workshop on Low-Rank Models and Applications (LRMA'25)}, 
	address = {Mons, Belgium}, 
	year = {2025},
	language = {english},
}

@misc{fzmmpcjgdcggrvv_LRMA25,
	author = {M'Rani, F. Z. and Puigt, M.  and Jamet, C.  and Delmaire, G.  and Guilloteau, C.  and Roussel, G.  and Vantrepotte, V. }, 
	title = {Multisensor hyperspectral super-resolution using tensor decomposition}, 
	howpublished = {Third Workshop on Low-Rank Models and Applications (LRMA'25)}, 
	address = {Mons, Belgium}, 
	year = {2025},
	language = {english},
}

@misc{cbacggrmp_esa25,
	author = {Ben Azizi, C. and Guilloteau, C. and Roussel, G. and Puigt, M.},
	title = {Coupled {VAE} and interpolator approach for fast hyperspectral image emulation}, 
	howpublished = {ESA Living Planet Symposium}, 
	address = {Vienna, Austria}, 
	month = {June},
	year = {2025},
	language = { english },
} 

@inproceedings{mpaehkagrgc_gretsi25,
	author = {M. Puigt, A. {El Hyani}, K. Abbas, G. Roussel, G. Caron},
	title = {M\'ethode comprim\'ee et distribu\'ee de factorisation pond\'er\'ee en matrices non-n\'egatives pour les matrices de grande dimension}, 
	booktitle = {Actes du XXXème colloque GRETSI}, 
	address = {Strasbourg, France}, 
	month = {08},
	year = {2025},
	language = { french },
} 

@inproceedings{fzmmpcjgdcggrvv_gretsi25,
	author = {M'Rani, F. Z. and Puigt, M.  and Jamet, C.  and Delmaire, G.  and Guilloteau, C.  and Roussel, G.  and Vantrepotte, V. },
	title = {D\'ecomposition conjointe de plusieurs tenseurs fond\'ee sur une extension des \'equations de Sylvester}, 
	booktitle = {Actes du XXXème colloque GRETSI}, 
	address = {Strasbourg, France}, 
	month = {08},
	year = {2025},
	language = { french },
} 

@inproceedings{cbacggrmp_gretsi25,
	author = {Ben Azizi, C. and Guilloteau, C. and Roussel, G. and Puigt, M.},
	title = {Approche coupl\'ee {VAE} et interpolateur pour l'\'emulation rapide d'images hyperspectrales}, 
	booktitle = {Actes du XXXème colloque GRETSI}, 
	address = {Strasbourg, France}, 
	month = {08},
	year = {2025},
	language = { french },
} 

@inproceedings{fzmmpcjgdcggrvv_WHISPERS25,
	author = {M'Rani, F. Z. and Puigt, M.  and Jamet, C.  and Delmaire, G.  and Guilloteau, C.  and Roussel, G.  and Vantrepotte, V. },
	title = {Tensor decomposition based multisensor hyperspectral fusion for spatial super resolution}, 
	booktitle = {Proceedings 15th Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (IEEE WHISPERS 2025)},
	address = {Bellaterra, Spain}, 
	month = {11},
	year = {2025},
	language = {english},
}  

@article{eagdaampgr_PAA_2025,
	author = {E. Adj\'e and G. Delmaire and A. Ahouandjinou and M. Puigt and G. Roussel}, 
	title = {Statistical Framework for Butterfly Species Recognition Using Raw Spatio-Hyperspectral Images}, 
	journal = {Pattern Analysis and Applications}, 
	volume = { 28 }, 
	article-number ={136}, 
	year = {2025},
	language = {english},
} 

@article{mp_1024_2025,
	author = {M. Puigt},
	title = {De la raret\'e au tsunami de donn\'ees. Une histoire de la s\'eparation aveugle de sources} ,
	journal = {1024},
	pages={149--165},
	volume={25},
	month={06},
	year={2025},
	editor={Soci\'et\'e informatique de France},
	publisher={Soci\'et\'e informatique de France},
	language={french},
}

@inproceedings{cbacggrmp_cnriut25,
	author = {Ben Azizi, C. and Guilloteau, C. and Roussel, G. and Puigt, M.},
	title = {Approche coupl\'ee {VAE} et interpolateur pour l'\'emulation rapide d'images hyperspectrales}, 
	booktitle = {Actes du Congr\'es national de recherche des IUT (CNRIUT'25)}, 
	address = {Bayonne, France}, 
	month = {March},
	year = {2025},
	language = { french },
} 
 

@article{mpbbhd_JAES,
	author = {M. Puigt and B. Bigot and H. Devulder},
	title = {Introducing the "Cockpit Party Problem": Blind Source Separation Enhances Aircraft Cockpit Speech Transcription},
	journal = {Journal of the Audio Engineering Society},
	volume = {73},
	number = {1/2},
	month = {},
	year = {2025},
	language = { english },
}

% -- 2024 --

@misc{cbacggrmp_esa24,
	author = {Ben Azizi, C. and Guilloteau, C. and Roussel, G. and Puigt, M.},
	title = {{VAE}-based Emulator for Fast Hyperspectral Image Generation}, 
	howpublished = {Third Workshop on International Cooperation in Spaceborne Imaging Spectroscopy - Hyperspectral 2024}, 
	address = {ESA, Noordwijk, Netherlands}, 
	month = {November},
	year = {2024},
	language = { english },
} 

@article{fympgdgr_IEEE_TSP,
	author = {F. Yahaya and M. Puigt and G. Delmaire and G. Roussel},
	title = {A Framework for Compressed Weighted Nonnegative Matrix Factorization},
	journal = {IEEE Transactions on Signal Processing},
	volume = {72},
	pages = {4798-4811},
	month = {},
	year = {2024},
	language = { english },
}

@article{kapcmpgdgr_IEEE_Sensors_Letters,
	author = {K. Abbas and P. Chatelain and M. Puigt and G. Delmaire and G. Roussel},
	title = {Fabry-Perot Spectral Deconvolution with Entropy-weighted Penalization},
	journal = {IEEE Sensors Letters},
	volume = {8},
	number = {9},
	pages = {1-4},
	month = {},
	year = {2024},
	language = { english },
}

@article{kampgdgr_IEEE_TCI_Part2,
	author = {K. Abbas and M. Puigt and G. Delmaire and G. Roussel},
	title = {Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: a Filtering-Based Framework},
	journal = {IEEE Transactions on Computational Imaging},
	volume = {10},
	pages = {806--817},
	month = {},
	year = {2024},
	language = { english },
}

@article{kampgdgr_IEEE_TCI_Part1,
	author = {K. Abbas and M. Puigt and G. Delmaire and G. Roussel},
	title = {Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: a Matrix-Completion Framework},
	journal = {IEEE Transactions on Computational Imaging},
	volume = {10},
	pages = {848--862},
	month = {},
	year = {2024},
	language = { english },
}

@inproceedings{cbacggrmp_WHISPERS24,
	author = {Ben Azizi, C. and Guilloteau, C. and Roussel, G. and Puigt, M.}, 
	title = {Coupled {VAE} and interpolator approach for fast hyperspectral image emulation}, 
	booktitle = {Proceedings 14th Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (IEEE WHISPERS 2024)}, 
	pages= {}, 
	address = {Helsinki, Finland}, 
	month = {December}, 
	year = {2024},
	language = {english},

} 

@inproceedings{eagdaampgr_WHISPERS24,
	author = {E. Adje and G. Delmaire and A. Ahouandjinou and M. Puigt and G. Roussel}, 
	title = {Robust approach for butterfly species classification using a single spatio-hyperspectral image}, 
	booktitle = {Proceedings 14th Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (IEEE WHISPERS 2024)}, 
	pages= {}, 
	address = {Helsinki, Finland}, 
	month = {December}, 
	year = {2024},
	language = {english},

} 


@inproceedings{eagdaampgr_EUSIPCO24,
	author = {C. Ben Azizi and C. Guilloteau and G. Roussel and M. Puigt}, 
	title = {Coupled {VAE} and interpolator approach for fast hyperspectral image emulation}, 
	booktitle = {Proceedings of the 32nd European Signal Processing Conference (EUSIPCO 2024)}, 
	pages= {1252--1256}, 
	address = {Lyon, France}, 
	month = {August}, 
	year = {2024},
	language = {english},

} 


@inproceedings{nmcfmpgrsv_GOL24,
	author = {N. Mashhadi and C. Fonlupt and M. Puigt and G. Roussel and S. Verel}, 
	title = {Agent-based modeling and simulation for urban air quality assessment}, 
	booktitle = {Proceedings of the 7th International Conference on Logistics Operations Management: Smart Sustainable and Green Logistics (GOL'24)}, 
	address = {Marrakech, Morocco}, 
	month = {May}, 
	year = {2024},
  	pages = {},
	language = {english},

}


% -- 2023 --

@inproceedings{ahaampgrvvcjtkt_GRETSI23,
	author = {Hadir, A. and Alboody, A. and Puigt, M. and Roussel, G. and Vantrepotte, V. and Jamet, C. and Tran, T. K.},
	title = {R\'eseau antagoniste g\'en\'eratif pour la fusion spatio-temporelle d'images satellitaires multi-spectrales},
	booktitle = {Actes du XXIX\`eme colloque GRETSI}, 
	year = {2023},
	address = {Grenoble, France},
	pages = {},
	language = {french},
}  


@inproceedings{pcgdmpgr_GRETSI23,
	author = {Chatelain, P. and Delmaire, G. and Puigt, M.  and Roussel, G.},
	title = {Homographies structur\'ees pour l'alignement de couches spectrales},
	booktitle = {Actes du XXIX\`eme colloque GRETSI}, 
	year = {2023},
	address = {Grenoble, France},
	pages = {},
	language = {french},
}  

@inproceedings{kampgdgr_GRETSI23,
	author = {Abbas, K. and Puigt, M. and Delmaire, G. and Roussel, G.},
	title = {M\'ethodes parcimonieuses de d\'econvolution et d\'em\'elange pour les images multispectrales \og{}snapshot\fg{}},
	booktitle = {Actes du XXIX\`eme colloque GRETSI}, 
	year = {2023},
	address = {Grenoble, France},
	pages = {},
	language = {french},
}  

@inproceedings{kampgdgr_ICASSP23,
	author = {Abbas, K. and Puigt, M. and Delmaire, G. and Roussel, G.},
	title = {Joint unmixing and demosaicing methods for snapshot spectral images},
	booktitle = {Proceedings of the 48th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023)}, 
	year = {2023},
	address = {Rhodes, Greece},
	pages = {},
	language = {english},
}  


@phdthesis{mp_hdr23,
	title = {M\'ethodes d'analyse en variables latentes fond\'ees sur la parcimonie et/ou la faiblesse de rang. Application aux probl\`emes inverses multivari\'es},
	author = {Puigt, M.},
	school = {Universit\'e du Littoral C\^ote d'Opale},
	year = {2023},
	type = {Habilitation \`a diriger des recherches},
 	language = {english},
 }

% -- 2022 --

@misc{pcgdmpgr_LRMA22,
	author = {P. Chatelain and G. Delmaire and M. Puigt and G. Roussel}, 
	title = {Fabry-Perot Filter Array Inversion for Hyperspectral Datacube Restoration}, 
	howpublished = {Second Workshop on Low-Rank Models and Applications (LRMA'22)}, 
	address = {Mons, Belgium}, 
	year = {2022},
	language = {english},
}

@misc{kampgdgr_LRMA22,
	author = {K. Abbas and M. Puigt and G. Delmaire and G. Roussel}, 
	title = {Filtering-based endmember estimation from snapshot spectral images}, 
	howpublished = {Second Workshop on Low-Rank Models and Applications (LRMA'22)}, 
	address = {Mons, Belgium}, 
	year = {2022},
	language = {english},
}  

@misc{mpbbhd_LRMA22,
	author = {M. Puigt and B. Bigot and H. Devulder}, 
	title = {Airplane! Introducing the cockpit party problem}, 
	howpublished = {Second Workshop on Low-Rank Models and Applications (LRMA'22)}, 
	address = {Mons, Belgium}, 
	year = {2022},
	language = {english},
} 

@inproceedings{pcgdmpgr_GRETSI2022,
	author = {P. Chatelain and G. Delmaire and M. Puigt and G. Roussel}, 
	title = {Inversion de r\'eseaux de filtres de Fabry-Perot pour la restauration de cubes hyperspectraux}, 
	booktitle = {Actes du XXVIII\`eme colloque GRETSI}, 
	pages = {858--888},
	year = {2022},
	address = {Nancy, France},
	language = {french},
} 


@inproceedings{kampgdgr_GRETSI2022,
	author = {K. Abbas and M. Puigt and G. Delmaire and G. Roussel}, 
	title = {M\'ethode de d\'em\'elange et d\'ematriçage conjoints fond\'ee sur la compl\'etion de rang un pour les images multispectrales \og{}snapshot\fg{}}, 
	booktitle = {Actes du XXVIII\`eme colloque GRETSI}, 
	pages = {925--928}, 
	year = {2022},
	address = {Nancy, France},
	language = {french},
}  

@inproceedings{mpbbhd_GRETSI2022,
	author = {M. Puigt and B. Bigot and H. Devulder}, 
	title = {Apport de la s\'eparation de sources au traitement des signaux audiophoniques issus de \og{}bo\^ites noires a\'eronautiques\fg{}}, 
	booktitle = {Actes du XXVIII\`eme colloque GRETSI}, 
	pages = {1001--1004}, 
	year = {2022},
	address = {Nancy, France},
	language = {french},
}  

@inproceedings{ctcaampgrvvcjtkt_GRETSI2022,
	author={Ciss\'e, C. T. and Alboody, A. and Puigt, M. and Roussel, G. and Vantrepotte, V. and Jamet, C. and Tran, T. K.},
	title = {Compl\'etion par apprentissage profond de s\'eries temporelles d'images multi-spectrales \`a  partir d'images hyper-spectrales},
	booktitle = {Actes du XXVIII\`eme colloque GRETSI}, 
	pages = {1305--1308}, 
	year = {2022},
	address = {Nancy, France},
	language = {french},
}  	


@inproceedings{bbhdmp_JEP2022,
	author = {B. Bigot and H. Devulder and M. Puigt}, 
	title = {Am\'elioration de l'intelligibilit\'e de la parole dans des enregistrements de \og{}bo\^ites noires a\'eronautiques\fg{} \`a  l'aide de m\'ethodes de S\'eparation Aveugle de Sources}, 
	booktitle = {Actes des 34\`emes Journ\'ees d'Etudes sur la Parole (JEP)}, 
	year = {2022},
	address = {Noirmoutier, France},
	language = {french},
}  	

@inproceedings{kampgdgr_WHISPERS2022,
	author = {Abbas, K. and Puigt, M. and Delmaire, G. and Roussel, G.},
	title = {Filtering-based endmember identification method for snapshot spectral images},
	booktitle = {Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS 2022)}, 
	year = {2022},
	address = {Roma, Italy / Virtual},
	pages = {},
	language = {english},
}  

@inproceedings{aampgrvvcjtkt_WHISPERS2022,
	author = {Alboody, A. and Puigt, M. and Roussel, G. and Vantrepotte, V. and Jamet, C. and Tran, T. K.},
	title = {{DeepSen3:} Deep multi-scale learning model for spatial-spectral fusion of Sentinel-2 and Sentinel-3 remote sensing images}, 
	booktitle = {Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS 2022)}, 
	year = {2022},
	address = {Roma, Italy / Virtual},
	pages = {},
	language = {english},
}  

@inproceedings{ctcaampgrvvcjtkt_ICASSP2022,
	author={Ciss\'e, C. T. and Alboody, A. and Puigt, M. and Roussel, G. and Vantrepotte, V. and Jamet, C. and Tran, T. K.},
	booktitle={Proceedings of the 47th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2022)}, 
    title={A New Deep Learning Method for Multispectral Image Time Series Completion Using Hyperspectral Data}, 
	year={2022},
	volume={},
	number={},
	pages={1546-1550},
	address = {Singapore, Singapore / Virtual},
	language = {english},
}

% -- 2021 -- 

@article{pcgdaampgr_sensors21,
	author = {P. Chatelain and G. Delmaire and A. Alboody and M. Puigt and G. Roussel},
	title = {Semi-Automatic Spectral Image Stitching for a Compact Hybrid Linescan Hyperspectral Camera towards Near Field Remote Monitoring of Potato Crop Leaves},
	journal = {Sensors},
	volume = {21},
	number = {22},
	article-number = {7616},
	month = {november},
	year = {2021},
	language = { english },
}

@misc{vv_etal_evoleco21,
	author = { V. Vantrepotte and K. Trung-Tran and H. Loisel and C. Jamet and F. Schmitt and S. Schmidt and N. Savoye and D. Doxaran and P. Gernez and F. Gohin and M. Puigt and F. Dufresnois and J.L. Blin}, 
	title = {Projet {TOSCA OSYNICO} : {Optimisation et SYNergie des donn\'ees In situ et COuleur de l'eau pour l'\'etude de la dynamique biog\'eochimique des eaux c\^oti\`eres}}, 
	howpublished = {Colloque ILICO / EVOLECO 2021}, 
	address = {La Rochelle, France}, 
	month = {2--5 novembre} 
	year = {2021},
	language  = { french },
}
	

@inproceedings{ovtmpfygdgr_ICASSP2021,
	author = {O. {Vu thanh} and M. Puigt and F. Yahaya and  G. Delmaire and G. Roussel},
	title = {In situ calibration of cross-sensitive sensors in mobile sensor arrays using fast informed non-negative matrix factorization},
	booktitle = {Proceedings of the 46th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021) },
	year = { 2021 },
	month =	{ June 4--6, },
    pages = {  },
 	address = { Toronto, Canada },
	language = { english },
}


@inproceedings{fympgdgr_ICASSP2021,
	author = {F. Yahaya and M. Puigt and G. Delmaire and G. Roussel},
	title = {Random Projection Streams for (Weighted) Nonnegative Matrix Factorization},
	booktitle = {Proceedings of the 46th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021) },
	year = { 2021 },
	month =	{ June 4--6, },
    pages = {  },
 	address = { Toronto, Canada },
	language = { english },
}

@inproceedings{aampgrvvcdtkt_WHISPERS2021,
	author = {A. Alboody and M. Puigt and G. Roussel and V. Vantrepotte and C. Jamet and T. K. Tran},
	title = {Experimental comparison of multi-sharpening methods applied to {Sentinel-2 MSI} and {Sentinel-3 OLCI} images},
	booktitle = {Proceedings of the 11th Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (IEEE WHISPERS 2021)},
	year = {2021},
	month = {March 24--26, },
	pages = {},
	address = {Amsterdam, Netherlands},
	language = { english },
}

% -- 2020 --
@inproceedings{fympgdgr_itwist2021,
	author = {F. Yahaya and M. Puigt and G. Delmaire and G. Roussel},
	title = {Gaussian compression stream: principle and preliminary results}, 
	booktitle = {Proceedings of iTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques}, 
	address = {Nantes, France}, 
	month = {December 2--4}, 
	year = {2020},
	pages = {},
}  

% -- 2019 --

@misc{fympgdgr_LRMA2019,
	author = {F. Yahaya and M. Puigt and G. Delmaire and G. Roussel},
	title={Fast \& furious: accelerating weighted NMF using random projections},
	howpublished = {Workshop on Low-Rank Models and Applications (LRMA)},
	month = {September 12--13},
	year = {2019},
	language = {english},
}


@inproceedings{fympgdgr_EUSIPCO2019,
	author = {F. Yahaya and M. Puigt and G. Delmaire and G. Roussel},
	title={How to apply random projections to nonnegative matrix factorization with missing entries?},
	booktitle={Proceedings of the 27th European Signal Processing Conference (EUSIPCO 2019)},
	pages={1--5},
	year={2019},
	address = {A Coru\~na, Spain,}
	month = {September 2--6},
	language = {english},
}

@inproceedings{fympgdgr_GRETIS2019,
	author = {F. Yahaya and M. Puigt and G. Delmaire and G. Roussel},
	title = {Acc\'el\'eration de la factorisation pond\'er\'ee en matrices non-n\'egatives par projections al\'eatoires}, 
	booktitle = {Actes du XXVII\`eme colloque GRETSI}, 
	address = {Lille, France}, 
	month = {22--27 ao\^ut},
	year = { 2019},
	language = {french},
}

@article{gdmompflalgrdc_Entropy2019,
	author = {G. Delmaire and M. Omidvar and M. Puigt and F. Ledoux and A. Limem and G. Roussel and D. Courcot},
	title = {Informed Weighted Non-negative Matrix Factorization Using $\alpha\beta$-Divergence Applied to Source Apportionment},
	volume = {21},
	number = {3},
	Article-number = {253},
	month = {March},
	year = {2019},
	language = {english},
} 

@misc{mpcdfygdgr_CASPA2019,
	author = {M. Puigt and C. Dorffer and F. Yahaya and G. Delmaire and G. Roussel},
	title = {Cartographie et \'etalonnage de capteurs conjoints par traitement des donn\'ees issues de capteurs mobiles},
	howpublished = {Colloque National Capteurs et Sciences Participatives},
	address =Â {Paris, France}, 
	month = {April 1--4}, 
	year = {2019},
	language = {french},
} 


% -- 2018 --

@article{cdmpgdgr_TSIPN18,
	author={C. Dorffer and M. Puigt and G. Delmaire and G. Roussel},
	journal={IEEE Transactions on Signal and Information Processing over Networks},
	title={Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration},
	year={2018},
	volume={4},
	number={4},
	pages={667--682},
	month={December},
	language = {english},
}

@inproceedings{fympgdgr_itwist18,
	author = {F. Yahaya and M. Puigt and G. Delmaire and G. Roussel},
	title = {Faster-than-fast NMF using random projections and Nesterov iterations}, 
	booktitle = {Proceedings of iTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques},
	address =Â {Marseille, France}, 
	month = {November 21--23}, 
	year = {2018},
	language = {english},
} 

@misc{fycdmpgdgr_IAPS18,
	author = {F. Yahaya and M. Puigt and G. Delmaire and G. Roussel},
	title = {Online calibration of a mobile sensor network by matrix factorization}, 
	howpublished = {international Symposium entitled "Individual Air Pollution Sensors: Innovation or Revolution?"},
	address =Â {Villeneuve d'Ascq, France}, 
	month = {November 29--30}, 
	year = {2018},
	language = {english},
} 

@misc{flcrmblmgdgrmpcbddpgofdc_SETAC18,
	author = {F. Ledoux and C. Roche and M. Borgie and L. Moufarrej and G. Delmaire and G. Roussel and M. Puigt and C. Beaugard and D. Dewaele and P. Gennevray and O. Favez and D. Courcot},
	title = {Source contributions to {PM10} levels in a coastal area in northern France: a one year study},
	howpublished = {28th SETAC Europe Annual Meeting},
	address = {Roma, Italy}, 
	month = {May 13--17}, 
	year = {2018},
	language = {english},
}

% -- 2017 --

@inproceedings{cdmpgdgr_ECMSM17,
	author = { C. Dorffer and M. Puigt and G. Delmaire and G. Roussel },
	title = { Outlier-robust calibration method for sensor networks },
    booktitle = { Proceedings of the 2017 IEEE International Workshop of Electronics, Control, Measurement, Signals and their application to Mechatronics (ECMSM 2017) },
	year = { 2017 },
	month =	{ May 24--27, },
    pages = {  },
 	address = { San Sebastian, Spain },
	language = { english },
}

@MISC{cdmpgdgrrvis_EGU2017,
  author = { C. Dorffer and M. Puigt and G. Delmaire and G. Roussel and R. Rouvoy and I. Sagnier },
  title = { Matrix Factorisation-based Calibration For Air Quality Crowd-sensing },
  howpublished = { European Geosciences Union General Assembly (EGU 2017) },
  month = { April 23--28, },
  year = { 2017 },
  address = { Vienna, Austria },
  language = { english },
}

@inproceedings{mpgdgr_ESANN17,
	author = { M. Puigt and G. Delmaire and G. Roussel },
	title = { Environmental signal processing: new trends and applications },
    booktitle = { Proceedings of the 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017) },
	year = { 2017 },
	month =	{ April  26--28, },
    pages = { 205--214 },
 	address = { Bruges, Belgium },
	language = { english },
}

@inproceedings{cdmpgdgr_LVA17,
	author = { C. Dorffer and M. Puigt and G. Delmaire and G. Roussel },
	title = {  Fast nonnegative matrix factorization and completion using Nesterov iterations },
    booktitle = { Proceedings of the 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017) },
	year = { 2017 },
	month =	{ February 21--24, },
    pages = { 26--35 },
	editor = { Springer International Publishing AG },
	volume = { LNCS 10179 },
 	address = { Grenoble, France },
	language = { english },
}

% -- 2016 --
@inproceedings{rcgmpgraa_ISSPIT16,
	author = { R. Chreiky and G. Delmaire and M. Puigt and G. Roussel and A. Abche },
	title = {  Informed split gradient non-negative matrix factorization using Huber cost function for source apportionment },
    booktitle = { Proceedings of the 16th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2016) },
	year = { 2016 },
	month =	{ December 12--14, },
    pages = { 69--74 },
 	address = { Limassol, Cyprus },
	language = { english },
}


@inproceedings{rcgcdmpgraa_MLSP16,
	author = { R. Chreiky and G. Delmaire and C. Dorffer and M. Puigt and G. Roussel and A. Abche },
	title = {  Robust informed split gradient NMF using Alpha Beta-divergence for source apportionment },
    booktitle = { Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016) },
	year = { 2016 },
	month =	{ September 13--16, },
    pages = {  },
 	address = { Vietri Sul Mare, Salerno, Italy },
	language = { english },
}


@MISC{crmbgdgrmpdc_EAC16,
  author = { C. Roche and M. Borgie and G. Delmaire and G. Roussel and M. Puigt and D. Courcot },
  title = { Origins of {PM10} in northern coast of {F}rance: a one year study to estimate maritime contributions in the {S}trait of {D}over },
  howpublished = { 22nd European Aerosol Conference },
  month = { September 4--9, },
  year = { 2016 },
  address = { Tours, France },
  language = { english },
}

@inproceedings{cdmpgdgr_SAM16,
	author = { C. Dorffer and M. Puigt and G. Delmaire and G. Roussel },
	title = {  Nonlinear Mobile Sensor Calibration Using Informed Semi-Nonnegative Matrix Factorization With a Vandermonde Factor },
    booktitle = { Proceedings of the 9th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2016) },
	year = { 2016 },
	month =	{ July 10--13, },
    pages = {  },
 	address = { Rio de Janeiro, Brazil },
	language = { english },
}

@inproceedings{cdmpgdgr_ICASSP16,
	author = { C. Dorffer and M. Puigt and G. Delmaire and G. Roussel },
	title = {  Blind Mobile Sensor Calibration Using an Informed Nonnegative Matrix Factorization With a Relaxed Rendezvous Model },
    booktitle = { Proceedings of the 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016) },
	year = { 2016 },
	month =	{ March 20--25, },
    pages = { 2941--2945 },
 	address = { Shanghai, China },
	language = { english },
}

% -- 2015 --
@inproceedings{rcgdmpgrdcaa_LVA15,
	author = {  R. Chreiky and G. Delmaire and M. Puigt and G. Roussel and D. Courcot and A. Abche },
	title = {  Split Gradient Method for Informed Non-negative Matrix Factorization },
    booktitle = { Proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015) },
	year = { 2015 },
	month =	{ August 25--28, },
    pages = { 376--383 },
	editor = { Springer International Publishing Switzerland },
	volume = { LNCS 9237 },
 	address = { Liberec, Czech Republic },
	language = { english },
}

@inproceedings{cdmpgdgr_LVA15,
	author = { C. Dorffer and M. Puigt and G. Delmaire and G. Roussel },
	title = {  Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization },
    booktitle = { Proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015) },
	year = { 2015 },
	month =	{ August 25--28, },
    pages = { 497--505 },
	editor = { Springer International Publishing Switzerland },
	volume = { LNCS 9237 },
 	address = { Liberec, Czech Republic },
	language = { english },
}


@misc{gdmpgr_JFL15,
	author = { G. Delmaire and M. Puigt and G. Roussel}, 
	title = {Factorisation Matricielle Non-N\'egative pour l'interpr\'etation de donn\'ees environnementales}, 	howpublished={Troisi\`emes Journ\'ees Franco-Libanaises}, 
	address = {Beyrouth, Liban}, 
	month = {29--31 octobre} 
	year = {2015},
	language = {french},
} 



% -- 2014 --
@ARTICLE{algdmpgrdc_APNUM_2014,
  	author = { A. Limem and G. Delmaire and M. Puigt and G. Roussel and D. Courcot },
  	title = { Non-negative matrix factorization under equality constraints---a study of industrial source identification },
  	journal = { Applied Numerical Mathematics },
  	year = { 2014 },
  	volume = { 85 },
  	pages = {  1--15 },
  	number = {  },
  	month = { November },
  	language = { english },	
}

@INPROCEEDINGS{almpgdgrdc_MLSP14,
	author = { A. Limem and M. Puigt and G. Delmaire and G. Roussel and D. Courcot }, 
	title = { Bound constrained weighted NMF for industrial source apportionment }, 
	booktitle = { Proceedings of the 24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2014) }, 
	year =	{2014},
	address= {Reims, France}, 
	Month = {September 21--24,},
	pages = {  },
	language = { english },	
}


@INPROCEEDINGS{mpalmpgdgrdc_ESANN14,
	author = { M. Plouvin and A. Limem and M. Puigt and G. Delmaire and G. Roussel and D. Courcot }, 
	title = { Enhanced {NMF} initialization using a physical model for pollution source apportionment }, 
	booktitle = {Proceedings of the 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014)}, 
	year =	{2014},
	address= {Bruges, Belgium}, 
	Month = {April 23--25,},
	pages = { 261--266 },
	language = { english },	
}


% -- 2013 --
@INPROCEEDINGS{mpevydagam_ECMSM13,
	author = { M. Puigt and E. Vincent and Y. Deville and A. Griffin and A. Mouchtaris }, 
	title = { Effects of audio coding on {ICA}: an experimental study}, 
	booktitle = {Proceedings of the 11th IEEE International Workshop on Electronics, Control, Modelling, Measurement, Signals, and their application to Mechatronics (ECMSM 2013)}, 
	year =	{2013},
	address= {Toulouse, France}, 
	Month = {June 24--26,},
	pages = {  },
	language = { english },	
}

@INPROCEEDINGS{algdmpgrdc_MLSP13,
	author = { A. Limem and G. Delmaire and M. Puigt and G. Roussel and D. Courcot }, 
	title = { Non-negative matrix factorization using weighted beta divergence and equality constraints for industrial source apportionment }, 
	booktitle = { Proceedings of the 23rd IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013) }, 
	year =	{2013},
	address= {Southampton, UK}, 
	Month = {September 22--25,},
	pages = {  },
	language = { english },	
}

@ARTICLE{dpagmpam_IEEE_TASLP_2013,
  	author = { D. Pavlidi and A. Griffin and M. Puigt and A. Mouchtaris },
  	title = { Real-time multiple sound source localization and counting using a circular microphone array },
  	journal = { IEEE Transactions on Audio, Speech, and Language Processing },
  	year = { 2013 },
  	volume = { 21 },
  	pages = { 2193--2206  },
  	number = { 10 },
  	month = { October },
  	language = { english },	
}

% -- 2012 --


@INPROCEEDINGS{dpmpagam_ICASSP12,
	author = { D. Pavlidi and M. Puigt and A. Griffin and A. Mouchtaris },
	title  = { Real-time multiple sound source localization using a circular microphone array based on single-source confidence measures },
	booktitle = { Proceedings of the 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012) },
	year = { 2012 },
	pages = { 2625--2628 },
	address = { Kyoto, Japan },
	month = { March 25--30, },
	language = { english },	
}

@INPROCEEDINGS{dpagmpag_SAM12,
 	author = { D. Pavlidi and A. Griffin and M. Puigt and A. Mouchtaris },
 	title = { Source counting in real-time sound source localization using a circular microphone array },
 	booktitle = { Proceedings of the 7th IEEE Sensor Array and Multichannel Signal Processing (SAM 2012) },
 	year = { 2012 },
 	address = { Hoboken, NJ, USA },
 	month = { June 17--20, },
 	pages = { 529--532 },
 	language = { english },
}

@INPROCEEDINGS{mpagam_SAM12,
	author = { M. Puigt and A. Griffin and A. Mouchtaris },
	title =  { Nonlinear blind mixture identification using local source sparsity and functional data clustering },
 	booktitle = { Proceedings of the 7th IEEE Sensor Array and Multichannel Signal Processing (SAM 2012) },
 	year = { 2012 },
 	address = { Hoboken, NJ, USA },
 	month = { June 17--20, },
 	pages =	{ 489--492 },
 	language = { english },
}

@INPROCEEDINGS{agdpmpam_EUSIPCO12,
	author = { A. Griffin and D. Pavlidi and M. Puigt and A. Mouchtaris },
	title  = { Real-time multiple speaker {DOA} estimation in a circular microphone array based on matching pursuit },
	booktitle = { Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012) },
	year = { 2012 },
	address = { Bucharest, Romania },
	month = { August 27--31, },
	pages =	{ 2303--2307 },
	language = { english },	
}


% -- 2011 --

@INPROCEEDINGS{mpagam_EUSIPCO11,
  	author = {M. Puigt and A. Griffin and A. Mouchtaris},
  	title = { Post-nonlinear speech mixture identification using single-source temporal zones \& curve clustering },
  	booktitle = { Proceedings of the 19th European Signal Processing Conference (EUSIPCO 2011) },
  	year = { 2011 },
  	pages = { 1844--1848 },
  	address = { Barcelona, Spain },
  	month = { August 29 -- September 2, },
  	language = { english },
}

% -- 2010 --

@INPROCEEDINGS{imydmp_ICASSP10,
  	author = { I. Meganem and Y. Deville and M. Puigt },
  	title = { Blind separation methods based on correlation for sparse possibly-correlated images },
  	booktitle = { Proceedings of the 2010 IEEE International Conference on Acoustics,
	Speech, and Signal Processing (ICASSP 2010) },
  	year = { 2010 },
  	pages = { 1334--1337 },
  	address = { Dallas, Texas, USA },
  	month = { March 14--19, },
  	language = { english },
}

% -- 2009 --

@INPROCEEDINGS{ob_al_WHISPERS2009,
  	author = {O. Bern\'e and C. Joblin and A. Tielens and Y. Deville and M. Puigt and R. Guidara and S. Hosseini and G. Mulas and J. Cami},
  	title = { Source separation algorithms for the analysis of hyperspectral observations
	of very small interstellar dust particles },
  	booktitle = { Proceedings of the 1st Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE WHISPERS 2009) },
  	year = { 2009 },
  	address = { Grenoble, France },
  	month = { August 26--28, },
  	language = { english },	
}

@INPROCEEDINGS{mpobrgydshcj_ECMS09,
  author = { M. Puigt and O. Bern\'e and R. Guidara and Y. Deville and S. Hosseini
	and C. Joblin },
  title = { Cross-validation of blindly separated interstellar dust spectra
	},
  booktitle = { Proceedings of the 9th International Workshop on Electronics, Control,
	Modelling, Measurement and Signals (ECMS 2009) },
  year = { 2009 },
  pages = { 41--48 },
  address = { Mondragon, Spain },
  month = { July 8--10, },
  language = { english },	
}

@INPROCEEDINGS{mpyd_ICA09a,
  author = { M. Puigt and Y. Deville },
  title = { Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay
	Mixtures },
  booktitle = { Proceedings of the 8th International Conference on Independent Component
	Analysis and Blind Source Separation (ICA 2009) },
  year = { 2009 },
  editor = { Springer-Verlag Berlin Heidelberg },
  volume = { LNCS 5441 },
  pages = { 306--313 },
  address = { Paraty, Brazil },
  month = { March 15--18, },
  language = { english },	
}

@INPROCEEDINGS{mpevyd_ICA09,
  author = { M. Puigt and E. Vincent and Y. Deville },
  title = { Validity of the Independence Assumption for the Separation of Instantaneous
	and Convolutive Mixtures of Speech and Music Sources },
  booktitle = { Proceedings of the 8th International Conference on Independent Component
	Analysis and Blind Source Separation (ICA 2009) },
  year = { 2009 },
  editor = { Springer-Verlag Berlin Heidelberg },
  volume = { LNCS 5441 },
  pages = { 613--620 },
  address = { Paraty, Brazil },
  month = { March 15--18, },
  language = { english },
}

@MISC{mpyd_ICA09b,
  author = { M. Puigt and Y. Deville },
  title = { Principles and performance of the LI-TIFROM software },
  howpublished = {2008 Signal Separation Evaluation Campain (SiSEC 2008) },
  month = { March 15--18, },
  year = { 2009 },
  note = { presented during (but not included in the proceeding of) the 8th
	International Conference on Independent Component Analysis and Blind
	Source Separation (ICA 2009) },
  address = { Paraty, Brazil },
  language = { english },
}

% -- 2007 --

@ARTICLE{ydmp_SigProc07,
  author = { Y. Deville and M. Puigt },
  title = { Temporal and time-frequency correlation-based blind source separation
	methods. Part {I}: linear instantaneous mixtures },
  journal = { Signal Processing },
  year = { 2007 },
  volume = { 87 },
  pages = { 374--407 },
  number = { 3 },
  month = { March },
  language = { english },	
}

@INPROCEEDINGS{mpyd_ECMS07,
  author = { M. Puigt and Y. Deville },
  title = { A new time-frequency correlation-based source separation method
	for attenuated and time shifted mixtures },
  booktitle = { Proceedings of the 8th International Workshop on Electronics, Control,
	Modelling, Measurement and Signals (ECMS 2007) },
  year = { 2007 },
  pages = { 34--39 },
  address = { Liberec, Czech Republic },
  month = { May 21--23, },
  language = { english },
}

@PHDTHESIS{mp_thesis07,
  author = { M. Puigt },
  title = { M\'ethodes de s\'eparation aveugle de sources fond\'ees sur des
	transform\'ees temps-fr\'equence. Application \`a des signaux de
	parole },
  school = { Universit\'e de Toulouse },
  year = { 2007 },
  month = { 13 d\'ecembre },
  language = { french },
}

% -- 2006 --

@INPROCEEDINGS{yddbmpshhc_ESANN06,
  author = {Y. Deville and D. Bissessur and M. Puigt and S. Hosseini and H. Carfantan},
  title = {A time-scale correlation-based blind separation method applicable
	to correlated sources},
  booktitle = { Proceedings of the European Symposium on Artificial Neural Networks
	(ESANN 2006) },
  year = { 2006 },
  pages = { 337--344 },
  address = { Bruges, Belgium },
  month = { April 25--28, },
  language = {english},
}


@INPROCEEDINGS{mpyd_ICA06,
  author = { M. Puigt and Y. Deville },
  title = { Two time-frequency ratio-based blind source separation methods for
	time-delayed mixtures },
  booktitle = { Proceedings of the 6th International Conference on Independent Component
	Analysis and Blind Source Separation (ICA 2006) },
  year = { 2006 },
  editor = { Springer-Verlag },
  volume = { LNCS 3889 },
  pages = { 682--690 },
  address = { Charleston, South Carolina, USA },
  month = { March 5--8, },
  language = {english},
}

@INPROCEEDINGS{mpyd_EDIT06,
  author = { M. Puigt and Y. Deville },
  title = { Une m\'ethode temps-fr\'equence de s\'eparation aveugle de sources,
	pour m\'elanges \`a retard, exploitant les zones \`a temps constant
	},
  booktitle = { Colloque de l'Ecole Doctorale Informatique et T\'el]'ecommunications
	(EDIT 2006) },
  year = { 2006 },
  pages = { 143--147 },
  address = { Toulouse, France },
  month = { 22--23 mai },
  language = { french },
}

@INPROCEEDINGS{mpyd_ICASSP06,
  author = { M. Puigt and Y. Deville },
  title = { A time-frequency correlation-based blind source separation method
	for time-delayed mixtures },
  booktitle = { Proceedings of the 2006 IEEE International Conference on Acoustics,
	Sound and Signal Processing (ICASSP 2006) },
  year = { 2006 },
  volume = { 5 },
  pages = { 853--856 },
  address = { Toulouse, France },
  month = { May 14--19, },
  language = {english},
}

% -- 2005 --

@INPROCEEDINGS{mpyd_ECMS05,
  author = {M. Puigt and Y. Deville},
  title = { A time-frequency ratio-based source separation method for time-delayed
	mixtures exploiting constant-time zones},
  booktitle = { Proceedings of the 7th International Workshop on Electronics, Control,
	Modelling, Measurement and Signals (ECMS 2005) },
  year = { 2005 },
  address = { Toulouse, France },
  month = { May 17--20 },
  language = { english },
}

@ARTICLE{mpyd_MSSP05,
  author = { M. Puigt and Y. Deville },
  title = { Time-frequency ratio-based blind separation methods for attenuated
	and time-delayed sources },
  journal = { Mechanical Systems and Signal Processing },
  year = { 2005 },
  volume = { 19 },
  pages = { 1348--1379 },
  language = { english },	
}

@inproceedings{mpyd_EDIT05,
  author = {M. Puigt and Y. Deville},
  title = { Une m\'ethode temps-fr\'equence de s\'eparation aveugle de sources, pour m\'elanges \`a  retard, exploitant les zones \`a  temps constant}, 
  booktitle = {Colloque de l'Ecole Doctorale Informatique et T\'el\'ecommunications (EDIT 2006)}, 
  pages = {143--147}, 
  address = {Toulouse, France,},
  month = { 22-23 mai}, 
  year = {2006},
  language = {french},
} 


% -- 2004 --

@INPROCEEDINGS{ydmpba_IJCNN04,
  author = { Y. Deville and M. Puigt and B. Albouy },
  title = { Time-frequency blind signal separation: extended methods, performance
	evaluation for speech sources },
  booktitle = { Proceedings of the International Joint Conference on Neural Networks
	(IJCNN 2004)},
  year = { 2004 },
  volume = { 1 },
  pages = { 255--260 },
  address = { Budapest, Hungary},
  month = { July 25--29, },
  language = { english },	
}