Matthieu Puigt

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 23

Top Topics

Negative Matrix Factorization

Spectral Images

Top Venues

Publications

Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework. IEEE Trans. Computational Imaging 10 (2024)
Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework. IEEE Trans. Computational Imaging 10 (2024)
Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Joint Unmixing And Demosaicing Methods For Snapshot Spectral Images. ICASSP (2023)
Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung-Kien Tran
Deepsen3: Deep Multi-Scale Learning Model For Spatial-Spectral Fusion Of Sentinel-2 And Sentinel-3 Remote Sensing Images. WHISPERS (2022)
Cheick T. Cissé, Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung-Kien Tran
A New Deep Learning Method for Multispectral Image Time Series Completion Using Hyperspectral Data. ICASSP (2022)
Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Filtering-Based Endmember Identification Method For Snapshot Spectral Images. WHISPERS (2022)
Pierre Chatelain, Gilles Delmaire, Ahed Alboody, Matthieu Puigt, Gilles Roussel
Semi-Automatic Spectral Image Stitching for a Compact Hybrid Linescan Hyperspectral Camera towards Near Field Remote Monitoring of Potato Crop Leaves. Sensors 21 (22) (2021)
Olivier Vu Thanh, Matthieu Puigt, Farouk Yahaya, Gilles Delmaire, Gilles Roussel
In Situ Calibration of Cross-Sensitive Sensors in Mobile Sensor Arrays Using Fast Informed Non-Negative Matrix Factorization. ICASSP (2021)
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Random Projection Streams for (Weighted) Nonnegative Matrix Factorization. ICASSP (2021)
Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung Kien Tran
Experimental Comparison of Multi-Sharpening Methods Applied To Sentinel-2 MSI and Sentinel-3 OLCI Images. WHISPERS (2021)
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Gaussian Compression Stream: Principle and Preliminary Results. CoRR (2020)
Gilles Delmaire, Mahmoud Omidvar, Matthieu Puigt, Frédéric Ledoux, Abdelhakim Limem, Gilles Roussel, Dominique Courcot
-Divergence Applied to Source Apportionment. Entropy 21 (3) (2019)
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries? EUSIPCO (2019)
Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration. IEEE Trans. Signal Inf. Process. over Networks 4 (4) (2018)
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Faster-than-fast NMF using random projections and Nesterov iterations. CoRR (2018)
Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations. LVA/ICA (2017)
Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Environmental signal processing: new trends and applications. ESANN (2017)
Robert Chreiky, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Antoine Abche
Informed Split Gradient Non-negative Matrix factorization using Huber cost function for source apportionment. ISSPIT (2016)
Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor. SAM (2016)
Robert Chreiky, Gilles Delmaire, Clément Dorffer, Matthieu Puigt, Gilles Roussel, Antoine Abche
Robust informed split gradient NMF using αβ-divergence for source apportionment. MLSP (2016)
Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model. ICASSP (2016)
Robert Chreiky, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Dominique Courcot, Antoine Abche
Split Gradient Method for Informed Non-negative Matrix Factorization. LVA/ICA (2015)
Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization. LVA/ICA (2015)
Marc Plouvin, Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot
Enhanced NMF initialization using a physical model for pollution source apportionment. ESANN (2014)
Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot
Bound constrained weighted NMF for industrial source apportionment. MLSP (2014)
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. MLSP (2013)
Despoina Pavlidi, Anthony Griffin, Matthieu Puigt, Athanasios Mouchtaris
Real-Time Multiple Sound Source Localization and Counting Using a Circular Microphone Array. IEEE Trans. Speech Audio Process. 21 (10) (2013)
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. ICASSP (2012)
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)
Despoina Pavlidi, Anthony Griffin, Matthieu Puigt, Athanasios Mouchtaris
Source counting in real-time sound source localization using a circular microphone array. SAM (2012)
Matthieu Puigt, Anthony Griffin, Athanasios Mouchtaris
Post-Nonlinear Sparse Component Analysis Using Single-Source Zones and Functional Data Clustering CoRR (2012)
Matthieu Puigt, Anthony Griffin, Athanasios Mouchtaris
Nonlinear blind mixture identification using local source sparsity and functional data clustering. SAM (2012)
Matthieu Puigt, Anthony Griffin, Athanasios Mouchtaris
Post-nonlinear speech mixture identification using single-source temporal zones & curve clustering. EUSIPCO (2011)
Ines Meganem, Yannick Deville, Matthieu Puigt
Blind Separation methods based on correlation for sparse possibly-correlated images. ICASSP (2010)
Olivier Berné, Christine Joblin, A. Tielens, Yannick Deville, Matthieu Puigt, Rima Guidara, Shahram Hosseini, Giacomo Mulas, J. Cami
Source separation algorithms for the analysis of hyper-spectral observations of very small interstellar dust particles. WHISPERS (2009)
Matthieu Puigt, Emmanuel Vincent, Yannick Deville
Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources. ICA (2009)
Matthieu Puigt, Yannick Deville
Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures. ICA (2009)
Yannick Deville, Matthieu Puigt
Temporal and time-frequency correlation-based blind source separation methods. Part I: Determined and underdetermined linear instantaneous mixtures. Signal Process. 87 (3) (2007)
Yannick Deville, Dass Bissessur, Matthieu Puigt, Shahram Hosseini, Hervé Carfantan
A time-scale correlation-based blind separation method applicable to correlated sources. ESANN (2006)
Matthieu Puigt, Yannick Deville
Two Time-Frequency Ratio-Based Blind Source Separation Methods for Time-Delayed Mixtures. ICA (2006)
Matthieu Puigt, Yannick Deville
A Time-Frequency CORRelation-Based Blind Source Separation Method for Time-Delayed Mixtures. ICASSP (5) (2006)