Separation problem of industrial particles emissions using a stationary scattering model. - Gilles Roussel 002; Gilles Delmaire; E. Ternisien; Régis Lherbier (Environ. Model. Softw., 2000)

Two joint estimation decision methods for pollutant source monitoring: A comparison. - Gilles Delmaire; Régis Lherbier; Erick Carlier (EUSIPCO, 2002)

Kullback-leibler NMF under linear equality constraints. Application to pollution source apportionment. - Abdelhakim Limem; Gilles Delmaire; Gilles Roussel 002; Dominique Courcot (ISSPA, 2012)

Joint estimation decision methods for source localization and restoration in parametric convolution processes. Application to accidental pollutant release. - Gilles Delmaire; Gilles Roussel 002 (Digit. Signal Process., 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)

Estimation of a semi-physical GLBE model using dual EnKF learning algorithm coupled with a sensor network design strategy: Application to air field monitoring. - Gilles Roussel 002; Laurent Bourgois; Mohammed Benjelloun; Gilles Delmaire (Inf. Fusion, 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)

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)

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

Advancements in Video-Based Insect Tracking: A Bibliometric Analysis to A Short Survey. - Erick A. Adjé; Arnaud S. R. M. Ahouandjinou; Gilles Delmaire; Gilles Roussel 002; Vinasétan Ratheil Houndji (ICAIP, 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)

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)

Deformation-Aware Butterfly Tracking in Raw Spatio-Spectral Images. - Erick A. Adjé; Arnaud Ahouandjinou; Gilles Delmaire; Manhougbé Probus A. F. Kiki; Gilles Roussel 002 (IbPRIA, 2025)

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)