Time-frequency blind signal separation: extended methods, performance evaluation for speech sources. - Yannick Deville; Matthieu Puigt; Benoit Albouy (IJCNN, 2004)

A time-scale correlation-based blind separation method applicable to correlated sources. - Yannick Deville; Dass Bissessur; Matthieu Puigt; Shahram Hosseini; Hervé Carfantan (ESANN, 2006)

Two Time-Frequency Ratio-Based Blind Source Separation Methods for Time-Delayed Mixtures. - Matthieu Puigt; Yannick Deville (ICA, 2006)

A Time-Frequency CORRelation-Based Blind Source Separation Method for Time-Delayed Mixtures. - Matthieu Puigt; Yannick Deville (ICASSP (5), 2006)

Temporal and time-frequency correlation-based blind source separation methods. Part I: Determined and underdetermined linear instantaneous mixtures. - Yannick Deville; Matthieu Puigt (Signal Process., 2007)

Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures. - Matthieu Puigt; Yannick Deville (ICA, 2009)

Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources. - Matthieu Puigt; Emmanuel Vincent 001; Yannick Deville (ICA, 2009)

Source separation algorithms for the analysis of hyper-spectral observations of very small interstellar dust particles. - Olivier Berné; Christine Joblin; A. Tielens; Yannick Deville; Matthieu Puigt; Rima Guidara; Shahram Hosseini; Giacomo Mulas; J. Cami (WHISPERS, 2009)

Blind Separation methods based on correlation for sparse possibly-correlated images. - Ines Meganem; Yannick Deville; Matthieu Puigt (ICASSP, 2010)

Post-nonlinear speech mixture identification using single-source temporal zones & curve clustering. - Matthieu Puigt; Anthony Griffin; Athanasios Mouchtaris (EUSIPCO, 2011)

Real-time multiple speaker DOA estimation in a circular microphone array based on Matching Pursuit. - Anthony Griffin; Despoina Pavlidi; Matthieu Puigt; Athanasios Mouchtaris (EUSIPCO, 2012)

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 (ICASSP, 2012)

Source counting in real-time sound source localization using a circular microphone array. - Despoina Pavlidi; Anthony Griffin; Matthieu Puigt; Athanasios Mouchtaris (SAM, 2012)

Nonlinear blind mixture identification using local source sparsity and functional data clustering. - Matthieu Puigt; Anthony Griffin; Athanasios Mouchtaris (SAM, 2012)

Post-Nonlinear Sparse Component Analysis Using Single-Source Zones and Functional Data Clustering - Matthieu Puigt; Anthony Griffin; Athanasios Mouchtaris (CoRR, 2012)

Non-negative Matrix Factorization using weighted beta divergence and equality constraints for industrial source apportionment. - Abdelhakim Limem; Gilles Delmaire; Matthieu Puigt; Gilles Roussel 002; Dominique Courcot (MLSP, 2013)

Real-Time Multiple Sound Source Localization and Counting Using a Circular Microphone Array. - Despoina Pavlidi; Anthony Griffin; Matthieu Puigt; Athanasios Mouchtaris (IEEE Trans. Speech Audio Process., 2013)

Enhanced NMF initialization using a physical model for pollution source apportionment. - Marc Plouvin; Abdelhakim Limem; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002; Dominique Courcot (ESANN, 2014)

Bound constrained weighted NMF for industrial source apportionment. - Abdelhakim Limem; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002; Dominique Courcot (MLSP, 2014)

Split Gradient Method for Informed Non-negative Matrix Factorization. - Robert Chreiky; Gilles Delmaire; Matthieu Puigt; Gilles Roussel 002; Dominique Courcot; Antoine Abche (LVA/ICA, 2015)

Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization. - Clément Dorffer; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (LVA/ICA, 2015)

Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model. - Clément Dorffer; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (ICASSP, 2016)

Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor. - Clément Dorffer; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (SAM, 2016)

Informed Split Gradient Non-negative Matrix factorization using Huber cost function for source apportionment. - Robert Chreiky; Gilles Delmaire; Matthieu Puigt; Gilles Roussel 002; Antoine Abche (ISSPIT, 2016)

Robust informed split gradient NMF using αβ-divergence for source apportionment. - Robert Chreiky; Gilles Delmaire; Clément Dorffer; Matthieu Puigt; Gilles Roussel 002; Antoine Abche (MLSP, 2016)

Environmental signal processing: new trends and applications. - Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (ESANN, 2017)

Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations. - Clément Dorffer; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (LVA/ICA, 2017)

Faster-than-fast NMF using random projections and Nesterov iterations. - Farouk Yahaya; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (CoRR, 2018)

Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration. - Clément Dorffer; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (IEEE Trans. Signal Inf. Process. over Networks, 2018)

How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries? - Farouk Yahaya; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (EUSIPCO, 2019)

Informed Weighted Non-Negative Matrix Factorization Using αβ-Divergence Applied to Source Apportionment. - Gilles Delmaire; Mahmoud Omidvar; Matthieu Puigt; Frédéric Ledoux; Abdelhakim Limem; Gilles Roussel 002; Dominique Courcot (Entropy, 2019)

Gaussian Compression Stream: Principle and Preliminary Results. - Farouk Yahaya; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (CoRR, 2020)

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 002 (ICASSP, 2021)

Random Projection Streams for (Weighted) Nonnegative Matrix Factorization. - Farouk Yahaya; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (ICASSP, 2021)

Experimental Comparison of Multi-Sharpening Methods Applied To Sentinel-2 MSI and Sentinel-3 OLCI Images. - Ahed Alboody; Matthieu Puigt; Gilles Roussel 002; Vincent Vantrepotte; Cédric Jamet; Trung Kien Tran (WHISPERS, 2021)

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 002 (Sensors, 2021)

A New Deep Learning Method for Multispectral Image Time Series Completion Using Hyperspectral Data. - Cheick T. Cissé; Ahed Alboody; Matthieu Puigt; Gilles Roussel 002; Vincent Vantrepotte; Cédric Jamet; Trung-Kien Tran (ICASSP, 2022)

Filtering-Based Endmember Identification Method For Snapshot Spectral Images. - Kinan Abbas; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (WHISPERS, 2022)

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 002; Vincent Vantrepotte; Cédric Jamet; Trung-Kien Tran (WHISPERS, 2022)

Méthodes d'analyse en variables latentes fondées sur la parcimonie et/ou la faiblesse de rang. Application aux problèmes inverses multivariés. - Matthieu Puigt (2023)

Joint Unmixing And Demosaicing Methods For Snapshot Spectral Images. - Kinan Abbas; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (ICASSP, 2023)

Towards Automatic Butterfly Species Recognition Using a Single Spatio-Hyperspectral Image. - Erick A. Adjé; Gilles Delmaire; Arnaud Ahouandjinou; Matthieu Puigt; Gilles Roussel 002 (EUSIPCO, 2024)

Robust Approach for Butterfly Species Classification Using a Single Spatio-Hyperspectral Image. - Erick A. Adjé; Gilles Delmaire; Arnaud S. R. M. Ahouandjinou; Matthieu Puigt; Gilles Roussel 002 (WHISPERS, 2024)

Coupled VAE and Interpolator Approach for Fast Hyperspectral Image Emulation. - Chedly Ben Azizi; Claire Guilloteau; Gilles Roussel 002; Matthieu Puigt (WHISPERS, 2024)

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 002 (IEEE Trans. Computational Imaging, 2024)

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 002 (IEEE Trans. Computational Imaging, 2024)

A Framework for Compressed Weighted Nonnegative Matrix Factorization. - Farouk Yahaya; Matthieu Puigt; Gilles Delmaire; Gilles Roussel 002 (IEEE Trans. Signal Process., 2024)

Statistical framework for butterfly species recognition using raw spatio-hyperspectral images. - Erick A. Adjé; Gilles Delmaire; Arnaud S. R. M. Ahouandjinou; Matthieu Puigt; Gilles Roussel 002 (Pattern Anal. Appl., 2025)