Examination of gearbox cracks using time-frequency distributions. - Harald Oehlmann; David Brie; Vincent Begotto; Marc Tomczak (ICASSP, 1995)

The reduced-interference local Wigner-Ville distribution. - Harald Oehlmann; David Brie (ICASSP, 1997)

Baseline spectrum estimation using half-quadratic minimization. - Vincent Mazet; David Brie; Jérôme Idier (EUSIPCO, 2004)

A Bayesian method for positive source separation. - Saïd Moussaoui; David Brie; Olivier Caspary; Ali Mohammad-Djafari (ICASSP (5), 2004)

Sparse spike train deconvolution using the hunt filter and a thresholding method. - Vincent Mazet; David Brie; C. Caironi (IEEE Signal Process. Lett., 2004)

Combined A Priori Knowledge And Structural Model Closed-Loop Identification Of High Temperature Industrial Furnaces. - Benoit Vinsonneau; David P. Goodall; David Brie; Keith J. Burnham (CDC/ECC, 2005)

Non-negative source separation: range of admissible solutions and conditions for the uniqueness of the solution. - Saïd Moussaoui; David Brie; Jérôme Idier (ICASSP (5), 2005)

Regularization aspects in continuous-time model identification. - Saïd Moussaoui; David Brie; Alain Richard (Autom., 2005)

Non-Linear Weighting Function for Non-Stationary Signal Denoising. - Farès Abda; David Brie; Radu Ranta (ICASSP (3), 2006)

Design of Local Filters for the Deconvolution of Electron Energy Loss Spectrum. - David Brie; Christian Heinrich (ICASSP (3), 2006)

Separation of Non-Negative Mixture of Non-Negative Sources Using a Bayesian Approach and MCMC Sampling. - Saïd Moussaoui; David Brie; Ali Mohammad-Djafari; Cédric Carteret (IEEE Trans. Signal Process., 2006)

Metal transfer characterization with an active contour algorithm in MIG/MAG welding movies. - Jean-Pierre Planckaert; El-Hadi Djermoune; David Brie; Francis Briand; Frédéric Richard (CASE, 2007)

DOA estimation for polarized sources on a vector-sensor array by PARAFAC decomposition of the fourth-order covariance tensor. - Sebastian Miron; Xijing Guo; David Brie (EUSIPCO, 2008)

Estimation of the parameters of two-dimensional NMR spectroscopy signals using an adapted subband decomposition. - El-Hadi Djermoune; Gordana Kasalica; David Brie (ICASSP, 2008)

Identifiability of the parafac model for polarized source mixture on a vector sensor array. - Xijing Guo; Sebastian Miron; David Brie (ICASSP, 2008)

Modeling of force-volume images in atomic force microscopy. - Charles Soussen; David Brie; Fabien Gaboriaud; Cyril Kessler (ISBI, 2008)

On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation. - Saïd Moussaoui; Hafrun Hauksdóttir; Frédéric Schmidt; Christian Jutten; Jocelyn Chanussot; David Brie; Sylvain Douté; Jón Atli Benediktsson (Neurocomputing, 2008)

A subband algorithm for estimating the parameters of two-dimensional exponential signals. - El-Hadi Djermoune; David Brie; Marc Tomczak (EUSIPCO, 2009)

Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors. - Charles Soussen; Sebastian Miron; Fabrice Caland; David Brie; Patrick Billard; Christian Mustin (EUSIPCO, 2009)

On the modeling and processing of polarization in Raman spectroscopy. - Sebastian Miron; David Brie; Manuel Dossot; Bernard Humbert (WHISPERS, 2009)

Approximate joint diagonalization by nonorthogonal nonparametric Jacobi transformations. - Xijing Guo; Shihua Zhu; Sebastian Miron; David Brie (ICASSP, 2010)

An uniqueness condition for the 4-way CANDECOMP/PARAFAC model with collinear loadings in three modes. - David Brie; Sebastian Miron; Fabrice Caland; Christian Mustin (ICASSP, 2011)

Fast deconvolution of large fluorescence hyperspectral images. - Simon Henrot; Charles Soussen; David Brie (WHISPERS, 2011)

A sufficient condition on monotonic increase of the number of nonzero entry in the optimizer of L1 norm penalized least-square problem. - Junbo Duan; Charles Soussen; David Brie; Jérôme Idier; Yu-Ping Wang 002 (CoRR, 2011)

A CANDECOMP/PARAFAC Perspective on Uniqueness of DOA Estimation Using a Vector Sensor Array. - Xijing Guo; Sebastian Miron; David Brie; Shihua Zhu; Xuewen Liao (IEEE Trans. Signal Process., 2011)

From Bernoulli-Gaussian Deconvolution to Sparse Signal Restoration. - Charles Soussen; Jérôme Idier; David Brie; Junbo Duan (IEEE Trans. Signal Process., 2011)

A blind sparse approach for estimating constraint matrices in Paralind data models. - Fabrice Caland; Sebastian Miron; David Brie; Christian Mustin (EUSIPCO, 2012)

Sparse multigrid modal estimation: Initial grid selection. - Souleymen Sahnoun; El-Hadi Djermoune; David Brie (EUSIPCO, 2012)

Sparse multidimensional modal analysis using a multigrid dictionary refinement. - Souleymen Sahnoun; El-Hadi Djermoune; Charles Soussen; David Brie (EURASIP J. Adv. Signal Process., 2012)

The effect of polarization separation on the performance of Candecomp/Parafac-based vector sensor array processing. - Xijing Guo; Sebastian Miron; David Brie (Phys. Commun., 2012)

Uni-mode and Partial Uniqueness Conditions for CANDECOMP/PARAFAC of Three-Way Arrays with Linearly Dependent Loadings. - Xijing Guo; Sebastian Miron; David Brie; Alwin Stegeman (SIAM J. Matrix Anal. Appl., 2012)

On LARS/Homotopy Equivalence Conditions for Over-Determined LASSO. - Junbo Duan; Charles Soussen; David Brie; Jérôme Idier; Yu-Ping Wang 002 (IEEE Signal Process. Lett., 2012)

CANDECOMP/PARAFAC (CP) direction finding with multi-scale array. - Sebastian Miron; Yang Song 012; David Brie; Kainam Thomas Wong (CAMSAP, 2013)

Edge-preserving nonnegative hyperspectral image restoration. - Simon Henrot; Saïd Moussaoui; Charles Soussen; David Brie (ICASSP, 2013)

A generalized acquisition scheme for vector cross-product direction findingwith spatially spread vector-sensor components. - Yazid Merah; Sebastian Miron; David Brie (ICASSP, 2013)

Sparse modal estimation of 2-D NMR signals. - Souleymen Sahnoun; El-Hadi Djermoune; David Brie (ICASSP, 2013)

Fast Positive Deconvolution of Hyperspectral Images. - Simon Henrot; Charles Soussen; David Brie (IEEE Trans. Image Process., 2013)

Greedy methods for simultaneous sparse approximation. - Leila Belmerhnia; El-Hadi Djermoune; David Brie (EUSIPCO, 2014)

Sequential deconvolution - Unmixing of blurred hyperspectral data. - Simon Henrot; Charles Soussen; David Brie (ICIP, 2014)

A non-negative multilinear block tensor decomposition approach to flow cytometry data analysis. - David Brie; Sebastian Miron; Philippe Becuwe; Stephanie Grandemange (MLSP, 2014)

ℓ2-ℓ0 regularization path tracking algorithms. - Charles Soussen; Jérôme Idier; Junbo Duan; David Brie (CoRR, 2014)

Does Deblurring Improve Geometrical Hyperspectral Unmixing? - Simon Henrot; Charles Soussen; Manuel Dossot; David Brie (IEEE Trans. Image Process., 2014)

Simultaneous regularized sparse approximation for wood wastes NIR spectra features selection. - Leila Belmerhnia; El-Hadi Djermoune; Cédric Carteret; David Brie (CAMSAP, 2015)

An optimal method to segment piecewise poisson distributed signals with application to sequencing data. - Junbo Duan; Charles Soussen; David Brie; Jérôme Idier; Yu-Ping Wang 002; Mingxi Wan (EMBC, 2015)

Some Rank Conditions for the Identifiability of the Sparse Paralind Model. - Sebastian Miron; David Brie (LVA/ICA, 2015)

Impact of sparse representation on the admissible solutions of spectral unmixing by non-negative matrix factorization. - Neeraj Kumar; Saïd Moussaoui; Jérôme Idier; David Brie (WHISPERS, 2015)

Multilinear direction finding for sensor-array with multiple scales of invariance. - Sebastian Miron; Yang Song 012; David Brie; Kainam Thomas Wong (IEEE Trans. Aerosp. Electron. Syst., 2015)

Homotopy Based Algorithms for ℓ0-Regularized Least-Squares. - Charles Soussen; Jérôme Idier; Junbo Duan; David Brie (IEEE Trans. Signal Process., 2015)

Minimum distance criterion for non-negative hyperspectral image deconvolution. - Yingying Song; David Brie; El-Hadi Djermoune; Simon Henrot (ICASSP, 2016)

A regularized sparse approximation method for hyperspectral image classification. - Leila Belmerhnia; El-Hadi Djermoune; David Brie; Cédric Carteret (SSP, 2016)

A sparse approach for DOA estimation with a multiple spatial invariance sensor array. - M.-A. Bisch; Sebastian Miron; David Brie; D. Lejeune (SSP, 2016)

Generalized LASSO with under-determined regularization matrices. - Junbo Duan; Charles Soussen; David Brie; Jérôme Idier; Mingxi Wan; Yu-Ping Wang 002 (Signal Process., 2016)

Transient Performance Analysis of Zero-Attracting LMS. - Jie Chen 022; Cédric Richard; Yingying Song; David Brie (IEEE Signal Process. Lett., 2016)

Regularization Parameter Estimation for Non-Negative Hyperspectral Image Deconvolution. - Yingying Song; David Brie; El-Hadi Djermoune; Simon Henrot (IEEE Trans. Image Process., 2016)

Online deconvolution for pushbroom hyperspectral imaging systems. - Yingying Song; El-Hadi Djermoune; Jie Chen 022; Cédric Richard; David Brie (CAMSAP, 2017)

A post-nonlinear mixture model approach to binary matrix factorization. - Mamadou Diop; Anthony Larue; Sebastian Miron; David Brie (EUSIPCO, 2017)

A simultaneous sparse approximation method for multidimensional harmonic retrieval. - Souleymen Sahnoun; El-Hadi Djermoune; David Brie; Pierre Comon (Signal Process., 2017)

Modélisation de connaissances métier pour la classification de pièces de bois. - Radouan Dahbi; Vincent Bombardier; David Brie; Eric Masson (IC, 2018)

Estimation of the Regularization Parameter of an On-Line NMF with Minimum Volume Constraint. - Ludivine Nus; Sebastian Miron; David Brie (SAM, 2018)

All-Automatic 3D BIM Modeling of Existing Buildings. - D. Benarab; William Derigent; David Brie; Vincent Bombardier; André Thomas 001 (PLM, 2018)

On-Line Blind Unmixing For Hyperspectral Pushbroom Imaging Systems. - Ludivine Nus; Sebastian Miron; David Brie (SSP, 2018)

Characterization of Finite Signals with Low-Rank Stft. - Konstantin Usevich; Valentin Emiya; David Brie; Caroline Chaux (SSP, 2018)

Quaternion Non-negative Matrix Factorization: a new tool for spectropolarimetric imaging. - Julien Flamant; Sebastian Miron; David Brie (CAMSAP, 2019)

Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution. - Clémence Prévost; Konstantin Usevich; Pierre Comon; Martin Haardt; David Brie (CAMSAP, 2019)

Uniqueness of Tensor Train Decomposition with Linear Dependencies. - Yassine Zniyed; Sebastian Miron; Rémy Boyer; David Brie (CAMSAP, 2019)

Joint unmixing-deconvolution algorithms for hyperspectral images. - Yingying Song; El-Hadi Djermoune; David Brie; Cédric Richard (EUSIPCO, 2019)

Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm. - Mamadou Diop; Sebastian Miron; Antoine Souloumiac; David Brie (ICASSP, 2019)

Coupled Tensor Low-rank Multilinear Approximation for Hyperspectral Super-resolution. - Clémence Prévost; Konstantin Usevich; Pierre Comon; David Brie (ICASSP, 2019)

Analysis of Hyperspectral Images Using Supervised Learning Techniques. - Laura-Bianca Bilius; Stefan Gheorghe Pentiuc; David Brie; Sebastian Miron (ICSTCC, 2019)

A Parallelizable Framework for Segmenting Piecewise Signals. - Junbo Duan; Charles Soussen; David Brie; Jérôme Idier; Yu-Ping Wang 002; Mingxi Wan (IEEE Access, 2019)

Online Deconvolution for Industrial Hyperspectral Imaging Systems. - Yingying Song; El-Hadi Djermoune; Jie Chen 022; Cédric Richard; David Brie (SIAM J. Imaging Sci., 2019)

A Semi-Supervised Rank Tracking Algorithm For On-Line Unmixing Of Hyperspectral Images. - Ludivine Nus; Sebastian Miron; Benoît Jaillais; Saïd Moussaoui; David Brie (ICASSP, 2020)

On Cramér-Rao Lower Bounds with Random Equality Constraints. - Clémence Prévost; Eric Chaumette; Konstantin Usevich; David Brie; Pierre Comon (ICASSP, 2020)

Learning Spectral-Spatial Prior Via 3DDNCNN for Hyperspectral Image Deconvolution. - Xiuheng Wang; Jie Chen 022; Cédric Richard; David Brie (ICASSP, 2020)

Rigid Registration of Monomodal and Multimodal Images for Wood Pieces Analysis. - Radouan Dahbi; Vincent Bombardier; David Brie; Eric Masson (IPAS, 2020)

Tensor methods for multisensor signal processing. - Sebastian Miron; Yassine Zniyed; Rémy Boyer; André Lima Férrer de Almeida; Gérard Favier; David Brie; Pierre Comon (IET Signal Process., 2020)

Quaternion Non-Negative Matrix Factorization: Definition, Uniqueness, and Algorithm. - Julien Flamant; Sebastian Miron; David Brie (IEEE Trans. Signal Process., 2020)

Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms. - Clémence Prévost; Konstantin Usevich; Pierre Comon; David Brie (IEEE Trans. Signal Process., 2020)

Coupled Tensor Models Accounting for Inter-image Variability. - Ricardo Augusto Borsoi; Clémence Prévost; Konstantin Usevich; David Brie; José C. M. Bermudez; Cédric Richard (ACSCC, 2021)

A tensor-based approach for training flexible neural networks. - Yassine Zniyed; Konstantin Usevich; Sebastian Miron; David Brie (ACSCC, 2021)

Tensor-based framework for training flexible neural networks. - Yassine Zniyed; Konstantin Usevich; Sebastian Miron; David Brie (CoRR, 2021)

Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability. - Ricardo Augusto Borsoi; Clémence Prévost; Konstantin Usevich; David Brie; José C. M. Bermudez; Cédric Richard (IEEE J. Sel. Top. Signal Process., 2021)

Boolean decomposition of binary matrices using a post-nonlinear mixture approach. - Sebastian Miron; Mamadou Diop; Anthony Larue; Eddy Robin; David Brie (Signal Process., 2021)

Coupled Tensor Factorization for Flow Cytometry Data Analysis. - Philippe Flores; Guillaume Harlé; Anne-Béatrice Notarantonio; Konstantin Usevich; Maud D'Aveni; Stephanie Grandemange; Marie-Thérèse Rubio; David Brie (MLSP, 2022)

Hyperspectral Super-resolution Accounting for Spectral Variability: Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown Super-resolution Image. - Clémence Prévost; Ricardo Augusto Borsoi; Konstantin Usevich; David Brie; José C. M. Bermudez; Cédric Richard (SIAM J. Imaging Sci., 2022)

Constrained Cramér-Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions. - Clémence Prévost; Konstantin Usevich; Martin Haardt; Pierre Comon; David Brie (Signal Process., 2022)

A General Framework for Constrained Convex Quaternion Optimization. - Julien Flamant; Sebastian Miron; David Brie (IEEE Trans. Signal Process., 2022)

Probability Mass Function Estimation Approaches with Application to Flow Cytometry Data Analysis. - Philippe Flores; Joseph K. Chege; Konstantin Usevich; Martin Haardt; Arie Yeredor; David Brie (CAMSAP, 2023)

A Background Correction Algorithm for Hyperspectral Images. - Said Sadeg; Jean Cauzid; Cécile Fabre; Yingying Song; David Brie; El-Hadi Djermoune (EUSIPCO, 2023)

Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion. - R. A. Borsoi; Isabell Lehmann; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Konstantin Usevich; David Brie; Tülay Adali (ICASSP, 2023)

On factorization of rank-one auto-correlation matrix polynomials. - Konstantin Usevich; Julien Flamant; Marianne Clausel; David Brie (CoRR, 2023)

Quaternions in Signal and Image Processing: A comprehensive and objective overview. - Sebastian Miron; Julien Flamant; Nicolas Le Bihan; Pierre Chainais; David Brie (IEEE Signal Process. Mag., 2023)

Physically-Constrained Block-Term Tensor Decomposition for Polarimetric Image Recovery. - Saulo Cardoso Barreto; Julien Flamant; Sebastian Miron; David Brie (ICASSP, 2024)

Polarimetric Fourier Phase Retrieval. - Julien Flamant; Konstantin Usevich; Marianne Clausel; David Brie (SIAM J. Imaging Sci., 2024)

Personalized Coupled Tensor Decomposition for Multimodal Data Fusion: Uniqueness and Algorithms. - Ricardo Augusto Borsoi; Konstantin Usevich; David Brie; Tülay Adali (IEEE Trans. Signal Process., 2025)