Gilles Delmaire

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 21

Top Topics

Negative Matrix Factorization

Spectral Images

Random Projections

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)
Erick A. Adje, Arnaud S. R. M. Ahouandjinou, Gilles Delmaire, Gilles Roussel, Vinasétan Ratheil Houndji
Advancements in Video-Based Insect Tracking: A Bibliometric Analysis to A Short Survey. ICAIP (2023)
Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Joint Unmixing And Demosaicing Methods For Snapshot Spectral Images. ICASSP (2023)
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)
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)
Gilles Roussel, Laurent Bourgois, Mohammed Benjelloun, Gilles Delmaire
Estimation of a semi-physical GLBE model using dual EnKF learning algorithm coupled with a sensor network design strategy: Application to air field monitoring. Inf. Fusion 14 (4) (2013)
Abdelhakim Limem, Gilles Delmaire, Gilles Roussel, Dominique Courcot
Kullback-leibler NMF under linear equality constraints. Application to pollution source apportionment. ISSPA (2012)
Gilles Delmaire, Gilles Roussel
Joint estimation decision methods for source localization and restoration in parametric convolution processes. Application to accidental pollutant release. Digit. Signal Process. 22 (1) (2012)
Gilles Delmaire, Régis Lherbier, Erick Carlier
Two joint estimation decision methods for pollutant source monitoring: A comparison. EUSIPCO (2002)
Gilles Roussel, Gilles Delmaire, E. Ternisien, Régis Lherbier
Separation problem of industrial particles emissions using a stationary scattering model. Environ. Model. Softw. 15 (6-7) (2000)