Gilles Roussel

44 papers B 2Misc 6Journal 16Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Latent Representation Learning Framework for Hyperspectral Image Emulation in Remote Sensing. CoRR Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel, Matthieu Puigt
2026	J	`jnl`	SVH-BD : Synthetic Vegetation Hyperspectral Benchmark Dataset for Emulation of Remote Sensing Images. CoRR Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel, Matthieu Puigt
2025	Misc	`conf`	Deformation-Aware Butterfly Tracking in Raw Spatio-Spectral Images. IbPRIA Erick A. Adjé, Arnaud Ahouandjinou, Gilles Delmaire, Manhougbé Probus A. F. Kiki, Gilles Roussel
2025	J	`jnl`	Statistical framework for butterfly species recognition using raw spatio-hyperspectral images. Pattern Anal. Appl. Erick A. Adjé, Gilles Delmaire, Arnaud S. R. M. Ahouandjinou, Matthieu Puigt, Gilles Roussel
2024	J	`jnl`	A Framework for Compressed Weighted Nonnegative Matrix Factorization. IEEE Trans. Signal Process. Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2024	—	`conf`	Coupled VAE and Interpolator Approach for Fast Hyperspectral Image Emulation. WHISPERS Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel, Matthieu Puigt
2024	J	`jnl`	Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework. IEEE Trans. Computational Imaging Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2024	J	`jnl`	Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework. IEEE Trans. Computational Imaging Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2024	—	`conf`	Robust Approach for Butterfly Species Classification Using a Single Spatio-Hyperspectral Image. WHISPERS Erick A. Adjé, Gilles Delmaire, Arnaud S. R. M. Ahouandjinou, Matthieu Puigt, Gilles Roussel
2024	—	`conf`	Towards Automatic Butterfly Species Recognition Using a Single Spatio-Hyperspectral Image. EUSIPCO Erick A. Adjé, Gilles Delmaire, Arnaud Ahouandjinou, Matthieu Puigt, Gilles Roussel
2023	—	`conf`	Advancements in Video-Based Insect Tracking: A Bibliometric Analysis to A Short Survey. ICAIP Erick A. Adjé, Arnaud S. R. M. Ahouandjinou, Gilles Delmaire, Gilles Roussel, Vinasétan Ratheil Houndji
2023	Misc	`conf`	Joint Unmixing And Demosaicing Methods For Snapshot Spectral Images. ICASSP Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2022	Misc	`conf`	A New Deep Learning Method for Multispectral Image Time Series Completion Using Hyperspectral Data. ICASSP Cheick T. Cissé, Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung-Kien Tran
2022	—	`conf`	Deepsen3: Deep Multi-Scale Learning Model For Spatial-Spectral Fusion Of Sentinel-2 And Sentinel-3 Remote Sensing Images. WHISPERS Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung-Kien Tran
2022	—	`conf`	Filtering-Based Endmember Identification Method For Snapshot Spectral Images. WHISPERS Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2021	—	`conf`	Experimental Comparison of Multi-Sharpening Methods Applied To Sentinel-2 MSI and Sentinel-3 OLCI Images. WHISPERS Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung Kien Tran
2021	Misc	`conf`	In Situ Calibration of Cross-Sensitive Sensors in Mobile Sensor Arrays Using Fast Informed Non-Negative Matrix Factorization. ICASSP Olivier Vu Thanh, Matthieu Puigt, Farouk Yahaya, Gilles Delmaire, Gilles Roussel
2021	Misc	`conf`	Random Projection Streams for (Weighted) Nonnegative Matrix Factorization. ICASSP Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2021	J	`jnl`	Semi-Automatic Spectral Image Stitching for a Compact Hybrid Linescan Hyperspectral Camera towards Near Field Remote Monitoring of Potato Crop Leaves. Sensors Pierre Chatelain, Gilles Delmaire, Ahed Alboody, Matthieu Puigt, Gilles Roussel
2020	J	`jnl`	Gaussian Compression Stream: Principle and Preliminary Results. CoRR Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2019	—	`conf`	How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries? EUSIPCO Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2019	J	`jnl`	Informed Weighted Non-Negative Matrix Factorization Using Entropy Gilles Delmaire, Mahmoud Omidvar, Matthieu Puigt, Frédéric Ledoux, Abdelhakim Limem, Gilles Roussel, Dominique Courcot
2018	J	`jnl`	Faster-than-fast NMF using random projections and Nesterov iterations. CoRR Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2018	J	`jnl`	Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration. IEEE Trans. Signal Inf. Process. over Networks Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2017	B	`conf`	Environmental signal processing: new trends and applications. ESANN Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2017	—	`conf`	Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations. LVA/ICA Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2016	—	`conf`	An Out-of-Core Method for Physical Simulations on a Multi-GPU Architecture Using Lattice Boltzmann Method. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld Julien Duchateau, François Rousselle, Nicolas Maquignon, Gilles Roussel, Christophe Renaud
2016	Misc	`conf`	Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model. ICASSP Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2016	—	`conf`	Informed Split Gradient Non-negative Matrix factorization using Huber cost function for source apportionment. ISSPIT Robert Chreiky, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Antoine Abche
2016	—	`conf`	Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor. SAM Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2016	—	`conf`	Robust informed split gradient NMF using αβ-divergence for source apportionment. MLSP Robert Chreiky, Gilles Delmaire, Clément Dorffer, Matthieu Puigt, Gilles Roussel, Antoine Abche
2015	J	`jnl`	A progressive mesh method for physical simulations using lattice Boltzmann method on single-node multi-gpu architectures. CoRR Julien Duchateau, François Rousselle, Nicolas Maquignon, Gilles Roussel, Christophe Renaud
2015	—	`conf`	Accelerating Physical Simulations from a Multicomponent Lattice Boltzmann Method on a Single-Node Multi-GPU Architecture. 3PGCIC Julien Duchateau, François Rousselle, Nicolas Maquignon, Gilles Roussel, Christophe Renaud
2015	—	`conf`	Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization. LVA/ICA Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
2015	—	`conf`	Split Gradient Method for Informed Non-negative Matrix Factorization. LVA/ICA Robert Chreiky, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Dominique Courcot, Antoine Abche
2014	—	`conf`	Bound constrained weighted NMF for industrial source apportionment. MLSP Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot
2014	B	`conf`	Enhanced NMF initialization using a physical model for pollution source apportionment. ESANN Marc Plouvin, Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot
2013	J	`jnl`	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 Gilles Roussel, Laurent Bourgois, Mohammed Benjelloun, Gilles Delmaire
2013	—	`conf`	Non-negative Matrix Factorization using weighted beta divergence and equality constraints for industrial source apportionment. MLSP Abdelhakim Limem, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Dominique Courcot
2013	J	`jnl`	Semi-physical neural modeling for linear signal restoration. Neural Networks Laurent Bourgois, Gilles Roussel, Mohammed Benjelloun
2012	J	`jnl`	Joint estimation decision methods for source localization and restoration in parametric convolution processes. Application to accidental pollutant release. Digit. Signal Process. Gilles Delmaire, Gilles Roussel
2012	—	`conf`	Kullback-leibler NMF under linear equality constraints. Application to pollution source apportionment. ISSPA Abdelhakim Limem, Gilles Delmaire, Gilles Roussel, Dominique Courcot
2007	—	`conf`	Inversion of a semi-physical ode model. ICINCO-ICSO Laurent Bourgois, Gilles Roussel, Mohammed Benjelloun
2000	J	`jnl`	Separation problem of industrial particles emissions using a stationary scattering model. Environ. Model. Softw. Gilles Roussel, Gilles Delmaire, E. Ternisien, Régis Lherbier