David Brie

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 47

Top Topics

Imaging Systems

Sparse Approximation

Tensor Decomposition

Top Venues

Publications

Saulo Cardoso Barreto, Julien Flamant, Sebastian Miron, David Brie
Physically-Constrained Block-Term Tensor Decomposition for Polarimetric Image Recovery. ICASSP (2024)
Julien Flamant, Konstantin Usevich, Marianne Clausel, David Brie
Polarimetric Fourier Phase Retrieval. SIAM J. Imaging Sci. 17 (1) (2024)
Philippe Flores, Joseph K. Chege, Konstantin Usevich, Martin Haardt, Arie Yeredor, David Brie
Probability Mass Function Estimation Approaches with Application to Flow Cytometry Data Analysis. CAMSAP (2023)
Sebastian Miron, Julien Flamant, Nicolas Le Bihan, Pierre Chainais, David Brie
Quaternions in Signal and Image Processing: A comprehensive and objective overview. IEEE Signal Process. Mag. 40 (6) (2023)
Konstantin Usevich, Julien Flamant, Marianne Clausel, David Brie
On factorization of rank-one auto-correlation matrix polynomials. CoRR (2023)
Said Sadeg, Jean Cauzid, Cécile Fabre, Yingying Song, David Brie, El-Hadi Djermoune
A Background Correction Algorithm for Hyperspectral Images. EUSIPCO (2023)
R. A. Borsoi, Isabell Lehmann, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Konstantin Usevich, David Brie, Tülay Adali
Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion. ICASSP (2023)
Julien Flamant, Sebastian Miron, David Brie
A General Framework for Constrained Convex Quaternion Optimization. IEEE Trans. Signal Process. 70 (2022)
Philippe Flores, Guillaume Harlé, Anne-Béatrice Notarantonio, Konstantin Usevich, Maud D'Aveni, Stephanie Grandemange, Marie-Thérèse Rubio, David Brie
Coupled Tensor Factorization for Flow Cytometry Data Analysis. MLSP (2022)
Clémence Prévost, Ricardo Augusto Borsoi, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard
Hyperspectral Super-resolution Accounting for Spectral Variability: Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown Super-resolution Image. SIAM J. Imaging Sci. 15 (1) (2022)
Clémence Prévost, Konstantin Usevich, Martin Haardt, Pierre Comon, David Brie
Constrained Cramér-Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions. Signal Process. 198 (2022)
Ricardo Augusto Borsoi, Clémence Prévost, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie
Tensor-based framework for training flexible neural networks. CoRR (2021)
Sebastian Miron, Mamadou Diop, Anthony Larue, Eddy Robin, David Brie
Boolean decomposition of binary matrices using a post-nonlinear mixture approach. Signal Process. 178 (2021)
Ricardo Augusto Borsoi, Clémence Prévost, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard
Coupled Tensor Models Accounting for Inter-image Variability. ACSCC (2021)
Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie
A tensor-based approach for training flexible neural networks. ACSCC (2021)
Radouan Dahbi, Vincent Bombardier, David Brie, Eric Masson
Rigid Registration of Monomodal and Multimodal Images for Wood Pieces Analysis. IPAS (2020)
Clémence Prévost, Eric Chaumette, Konstantin Usevich, David Brie, Pierre Comon
On Cramér-Rao Lower Bounds with Random Equality Constraints. ICASSP (2020)
Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie
Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms. IEEE Trans. Signal Process. 68 (2020)
Ludivine Nus, Sebastian Miron, Benoît Jaillais, Saïd Moussaoui, David Brie
A Semi-Supervised Rank Tracking Algorithm For On-Line Unmixing Of Hyperspectral Images. ICASSP (2020)
Julien Flamant, Sebastian Miron, David Brie
Quaternion Non-Negative Matrix Factorization: Definition, Uniqueness, and Algorithm. IEEE Trans. Signal Process. 68 (2020)
Sebastian Miron, Yassine Zniyed, Rémy Boyer, André Lima Férrer de Almeida, Gérard Favier, David Brie, Pierre Comon
Tensor methods for multisensor signal processing. IET Signal Process. 14 (10) (2020)
Xiuheng Wang, Jie Chen, Cédric Richard, David Brie
Learning Spectral-Spatial Prior Via 3DDNCNN for Hyperspectral Image Deconvolution. ICASSP (2020)
Yingying Song, El-Hadi Djermoune, Jie Chen, Cédric Richard, David Brie
Online Deconvolution for Industrial Hyperspectral Imaging Systems. SIAM J. Imaging Sci. 12 (1) (2019)
Yingying Song, El-Hadi Djermoune, David Brie, Cédric Richard
Joint unmixing-deconvolution algorithms for hyperspectral images. EUSIPCO (2019)
Laura-Bianca Bilius, Stefan Gheorghe Pentiuc, David Brie, Sebastian Miron
Analysis of Hyperspectral Images Using Supervised Learning Techniques. ICSTCC (2019)
Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang, Mingxi Wan
A Parallelizable Framework for Segmenting Piecewise Signals. IEEE Access 7 (2019)
Julien Flamant, Sebastian Miron, David Brie
Quaternion Non-negative Matrix Factorization: a new tool for spectropolarimetric imaging. CAMSAP (2019)
Clémence Prévost, Konstantin Usevich, Pierre Comon, Martin Haardt, David Brie
Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution. CAMSAP (2019)
Mamadou Diop, Sebastian Miron, Antoine Souloumiac, David Brie
Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm. ICASSP (2019)
Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie
Coupled Tensor Low-rank Multilinear Approximation for Hyperspectral Super-resolution. ICASSP (2019)
Yassine Zniyed, Sebastian Miron, Rémy Boyer, David Brie
Uniqueness of Tensor Train Decomposition with Linear Dependencies. CAMSAP (2019)
D. Benarab, William Derigent, David Brie, Vincent Bombardier, André Thomas
All-Automatic 3D BIM Modeling of Existing Buildings. PLM (2018)
Konstantin Usevich, Valentin Emiya, David Brie, Caroline Chaux
Characterization of Finite Signals with Low-Rank Stft. SSP (2018)
Ludivine Nus, Sebastian Miron, David Brie
On-Line Blind Unmixing For Hyperspectral Pushbroom Imaging Systems. SSP (2018)
Radouan Dahbi, Vincent Bombardier, David Brie, Eric Masson
Modélisation de connaissances métier pour la classification de pièces de bois. IC (2018)
Ludivine Nus, Sebastian Miron, David Brie
Estimation of the Regularization Parameter of an On-Line NMF with Minimum Volume Constraint. SAM (2018)
Mamadou Diop, Anthony Larue, Sebastian Miron, David Brie
A post-nonlinear mixture model approach to binary matrix factorization. EUSIPCO (2017)
Souleymen Sahnoun, El-Hadi Djermoune, David Brie, Pierre Comon
A simultaneous sparse approximation method for multidimensional harmonic retrieval. Signal Process. 131 (2017)
Yingying Song, El-Hadi Djermoune, Jie Chen, Cédric Richard, David Brie
Online deconvolution for pushbroom hyperspectral imaging systems. CAMSAP (2017)
Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Mingxi Wan, Yu-Ping Wang
Generalized LASSO with under-determined regularization matrices. Signal Process. 127 (2016)
Yingying Song, David Brie, El-Hadi Djermoune, Simon Henrot
Minimum distance criterion for non-negative hyperspectral image deconvolution. ICASSP (2016)
Jie Chen, Cédric Richard, Yingying Song, David Brie
Transient performance analysis of zero-attracting LMS. CoRR (2016)
Yingying Song, David Brie, El-Hadi Djermoune, Simon Henrot
Regularization Parameter Estimation for Non-Negative Hyperspectral Image Deconvolution. IEEE Trans. Image Process. 25 (11) (2016)
Leila Belmerhnia, El-Hadi Djermoune, David Brie, Cédric Carteret
A regularized sparse approximation method for hyperspectral image classification. SSP (2016)
Jie Chen, Cédric Richard, Yingying Song, David Brie
Transient Performance Analysis of Zero-Attracting LMS. IEEE Signal Process. Lett. 23 (12) (2016)
M.-A. Bisch, Sebastian Miron, David Brie, D. Lejeune
A sparse approach for DOA estimation with a multiple spatial invariance sensor array. SSP (2016)
Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang, Mingxi Wan
An optimal method to segment piecewise poisson distributed signals with application to sequencing data. EMBC (2015)
Sebastian Miron, David Brie
Some Rank Conditions for the Identifiability of the Sparse Paralind Model. LVA/ICA (2015)
Charles Soussen, Jérôme Idier, Junbo Duan, David Brie
-Regularized Least-Squares. IEEE Trans. Signal Process. 63 (13) (2015)
Leila Belmerhnia, El-Hadi Djermoune, Cédric Carteret, David Brie
Simultaneous regularized sparse approximation for wood wastes NIR spectra features selection. CAMSAP (2015)
Neeraj Kumar, Saïd Moussaoui, Jérôme Idier, David Brie
Impact of sparse representation on the admissible solutions of spectral unmixing by non-negative matrix factorization. WHISPERS (2015)
Souleymen Sahnoun, El-Hadi Djermoune, David Brie, Pierre Comon
A Simultaneous Sparse Approximation Method for Multidimensional Harmonic Retrieval. CoRR (2015)
Sebastian Miron, Yang Song, David Brie, Kainam Thomas Wong
Multilinear direction finding for sensor-array with multiple scales of invariance. IEEE Trans. Aerosp. Electron. Syst. 51 (3) (2015)
David Brie, Sebastian Miron, Philippe Becuwe, Stephanie Grandemange
A non-negative multilinear block tensor decomposition approach to flow cytometry data analysis. MLSP (2014)
Charles Soussen, Jérôme Idier, Junbo Duan, David Brie
regularization path tracking algorithms. CoRR (2014)
Simon Henrot, Charles Soussen, David Brie
Sequential deconvolution - Unmixing of blurred hyperspectral data. ICIP (2014)
Leila Belmerhnia, El-Hadi Djermoune, David Brie
Greedy methods for simultaneous sparse approximation. EUSIPCO (2014)
Simon Henrot, Charles Soussen, Manuel Dossot, David Brie
Does Deblurring Improve Geometrical Hyperspectral Unmixing? IEEE Trans. Image Process. 23 (3) (2014)
Simon Henrot, Saïd Moussaoui, Charles Soussen, David Brie
Edge-preserving nonnegative hyperspectral image restoration. ICASSP (2013)
Souleymen Sahnoun, El-Hadi Djermoune, David Brie
Sparse modal estimation of 2-D NMR signals. ICASSP (2013)
Simon Henrot, Charles Soussen, David Brie
Fast Positive Deconvolution of Hyperspectral Images. IEEE Trans. Image Process. 22 (2) (2013)
Yazid Merah, Sebastian Miron, David Brie
A generalized acquisition scheme for vector cross-product direction findingwith spatially spread vector-sensor components. ICASSP (2013)
Sebastian Miron, Yang Song, David Brie, Kainam Thomas Wong
CANDECOMP/PARAFAC (CP) direction finding with multi-scale array. CAMSAP (2013)
Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang
On LARS/Homotopy Equivalence Conditions for Over-Determined LASSO. IEEE Signal Process. Lett. 19 (12) (2012)
Xijing Guo, Sebastian Miron, David Brie
The effect of polarization separation on the performance of Candecomp/Parafac-based vector sensor array processing. Phys. Commun. 5 (4) (2012)
Souleymen Sahnoun, El-Hadi Djermoune, David Brie
Sparse multigrid modal estimation: Initial grid selection. EUSIPCO (2012)
Fabrice Caland, Sebastian Miron, David Brie, Christian Mustin
A blind sparse approach for estimating constraint matrices in Paralind data models. EUSIPCO (2012)
Souleymen Sahnoun, El-Hadi Djermoune, Charles Soussen, David Brie
Sparse multidimensional modal analysis using a multigrid dictionary refinement. EURASIP J. Adv. Signal Process. 2012 (2012)
Xijing Guo, Sebastian Miron, David Brie, Alwin Stegeman
Uni-mode and Partial Uniqueness Conditions for CANDECOMP/PARAFAC of Three-Way Arrays with Linearly Dependent Loadings. SIAM J. Matrix Anal. Appl. 33 (1) (2012)
Simon Henrot, Charles Soussen, David Brie
Fast deconvolution of large fluorescence hyperspectral images. WHISPERS (2011)
Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang
A sufficient condition on monotonic increase of the number of nonzero entry in the optimizer of L1 norm penalized least-square problem. CoRR (2011)
David Brie, Sebastian Miron, Fabrice Caland, Christian Mustin
An uniqueness condition for the 4-way CANDECOMP/PARAFAC model with collinear loadings in three modes. ICASSP (2011)
Xijing Guo, Sebastian Miron, David Brie, Shihua Zhu, Xuewen Liao
A CANDECOMP/PARAFAC Perspective on Uniqueness of DOA Estimation Using a Vector Sensor Array. IEEE Trans. Signal Process. 59 (7) (2011)
Charles Soussen, Jérôme Idier, David Brie, Junbo Duan
From Bernoulli-Gaussian Deconvolution to Sparse Signal Restoration. IEEE Trans. Signal Process. 59 (10) (2011)
Xijing Guo, Shihua Zhu, Sebastian Miron, David Brie
Approximate joint diagonalization by nonorthogonal nonparametric Jacobi transformations. ICASSP (2010)
Sebastian Miron, David Brie, Manuel Dossot, Bernard Humbert
On the modeling and processing of polarization in Raman spectroscopy. WHISPERS (2009)
El-Hadi Djermoune, David Brie, Marc Tomczak
A subband algorithm for estimating the parameters of two-dimensional exponential signals. EUSIPCO (2009)
Charles Soussen, Sebastian Miron, Fabrice Caland, David Brie, Patrick Billard, Christian Mustin
Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors. EUSIPCO (2009)
Charles Soussen, David Brie, Fabien Gaboriaud, Cyril Kessler
Modeling of force-volume images in atomic force microscopy. ISBI (2008)
Xijing Guo, Sebastian Miron, David Brie
Identifiability of the parafac model for polarized source mixture on a vector sensor array. ICASSP (2008)
El-Hadi Djermoune, Gordana Kasalica, David Brie
Estimation of the parameters of two-dimensional NMR spectroscopy signals using an adapted subband decomposition. ICASSP (2008)
Sebastian Miron, Xijing Guo, David Brie
DOA estimation for polarized sources on a vector-sensor array by PARAFAC decomposition of the fourth-order covariance tensor. EUSIPCO (2008)
Saïd Moussaoui, Hafrun Hauksdóttir, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, David Brie, Sylvain Douté, Jón Atli Benediktsson
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation. Neurocomputing 71 (10-12) (2008)
Jean-Pierre Planckaert, El-Hadi Djermoune, David Brie, Francis Briand, Frédéric Richard
Metal transfer characterization with an active contour algorithm in MIG/MAG welding movies. CASE (2007)
Saïd Moussaoui, David Brie, Ali Mohammad-Djafari, Cédric Carteret
Separation of Non-Negative Mixture of Non-Negative Sources Using a Bayesian Approach and MCMC Sampling. IEEE Trans. Signal Process. 54 (11) (2006)
David Brie, Christian Heinrich
Design of Local Filters for the Deconvolution of Electron Energy Loss Spectrum. ICASSP (3) (2006)
Farès Abda, David Brie, Radu Ranta
Non-Linear Weighting Function for Non-Stationary Signal Denoising. ICASSP (3) (2006)
Benoit Vinsonneau, David P. Goodall, David Brie, Keith J. Burnham
Combined A Priori Knowledge And Structural Model Closed-Loop Identification Of High Temperature Industrial Furnaces. CDC/ECC (2005)
Saïd Moussaoui, David Brie, Alain Richard
Regularization aspects in continuous-time model identification. Autom. 41 (2) (2005)
Saïd Moussaoui, David Brie, Jérôme Idier
Non-negative source separation: range of admissible solutions and conditions for the uniqueness of the solution. ICASSP (5) (2005)
Saïd Moussaoui, David Brie, Olivier Caspary, Ali Mohammad-Djafari
A Bayesian method for positive source separation. ICASSP (5) (2004)
Vincent Mazet, David Brie, Jérôme Idier
Baseline spectrum estimation using half-quadratic minimization. EUSIPCO (2004)
Vincent Mazet, David Brie, C. Caironi
Sparse spike train deconvolution using the hunt filter and a thresholding method. IEEE Signal Process. Lett. 11 (5) (2004)
Harald Oehlmann, David Brie
The reduced-interference local Wigner-Ville distribution. ICASSP (1997)
Harald Oehlmann, David Brie, Vincent Begotto, Marc Tomczak
Examination of gearbox cracks using time-frequency distributions. ICASSP (1995)