A new algorithm for iterative deconvolution of sparse spike trains. - Yves Goussard; Guy Demoment; Jérôme Idier (ICASSP, 1990)

Markovian modeling for Bayesian multi-channel deconvolution. - Jérôme Idier; Yves Goussard (ICASSP, 1990)

Deconvolution of sparse spike trains accounting for wavelet phase shifts and colored noise. - Frédéric Champagnat; Jérôme Idier; Guy Demoment (ICASSP (3), 1993)

Multichannel seismic deconvolution. - Jérôme Idier; Yves Goussard (IEEE Trans. Geosci. Remote. Sens., 1993)

Markov modeling for Bayesian restoration of two-dimensional layered structures. - Jérôme Idier; Yves Goussard (IEEE Trans. Inf. Theory, 1993)

Inversion of large-support ill-conditioned linear operators using a Markov model with a line process. - Mila Nikolova; Ali Mohammad-Djafari; Jérôme Idier (ICASSP (5), 1994)

An alternative to standard maximum likelihood for Gaussian mixtures. - Frédéric Champagnat; Jérôme Idier (ICASSP, 1995)

Optimized single site update algorithms for image deblurring. - Stéphane Brette; Jérôme Idier (ICIP (3), 1996)

Regularized estimation of flow patterns in MR velocimetry. - Alain Herment; Jean-François Giovannelli; Élie Mousseaux; Jérôme Idier; Alain De Cesare; Odile Jolivet; Jacques Bittoun (ICIP (3), 1996)

Unsupervised deconvolution of sparse spike trains using stochastic approximation. - Frédéric Champagnat; Yves Goussard; Jérôme Idier (IEEE Trans. Signal Process., 1996)

A single site update algorithm for nonlinear diffraction tomography. - Hervé Carfantan; Ali Mohammad-Djafari; Jérôme Idier (ICASSP, 1997)

Direction-of-arrival and frequency estimation using Poisson-Gaussian modeling. - Frédéric Dublanchet; Jérôme Idier; Patrick Duwaut (ICASSP, 1997)

EM parameter estimation for a piecewise AR. - Marc Fayolle; Jérôme Idier (ICASSP, 1997)

Unsupervised image segmentation using a telegraph parameterization of Pickard random fields. - Yves Goussard; Jérôme Idier; Alain De Cesare (ICASSP, 1997)

A FEM-Based Nonlinear MAP Estimator in Electrical Impedance Tomography. - Thierry Martin; Jérôme Idier (ICIP (2), 1997)

Frame-synchronous stochastic matching based on the Kullback-Leibler information. - Lionel Delphin-Poulat; Chafic Mokbel; Jérôme Idier (ICASSP, 1998)

X-Ray and Ultrasound Data Fusion. - Stéphane Gautier; Jérôme Idier; Ali Resa Djafari; Blandine Lavayssiere (ICIP (3), 1998)

Inversion of large-support ill-posed linear operators using a piecewise Gaussian MRF. - Mila Nikolova; Jérôme Idier; Ali Mohammad-Djafari (IEEE Trans. Image Process., 1998)

Stationary Markov Random Fields on a Finite Rectangular Lattice. - Frédéric Champagnat; Jérôme Idier; Yves Goussard (IEEE Trans. Inf. Theory, 1998)

Structural stability of least squares prediction methods. - Jérôme Idier; Jean-François Giovannelli (IEEE Trans. Signal Process., 1998)

Markovian high resolution spectral analysis. - Philippe Ciuciu; Jérôme Idier; Jean-François Giovannelli (ICASSP, 1999)

Path-dependent kalman estimation of a cepstral bias. - Lionel Delphin-Poulat; Jérôme Idier (EUROSPEECH, 1999)

Regularized adaptive long autoregressive spectral analysis. - Jean-François Giovannelli; Jérôme Idier; Daniel Muller; Guy Desodt (IEEE Trans. Geosci. Remote. Sens., 2001)

Convex half-quadratic criteria and interacting auxiliary variables for image restoration. - Jérôme Idier (IEEE Trans. Image Process., 2001)

Regularized estimation of mixed spectra using a circular Gibbs-Markov model. - Philippe Ciuciu; Jérôme Idier; Jean-François Giovannelli (IEEE Trans. Signal Process., 2001)

Bayesian interpretation of periodograms. - Jean-François Giovannelli; Jérôme Idier (IEEE Trans. Signal Process., 2001)

Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms. - Philippe Ciuciu; Guillaume Marrelec; Jean-Baptiste Poline; Jérôme Idier; Habib Benali (ISBI, 2002)

A half-quadratic block-coordinate descent method for spectral estimation. - Philippe Ciuciu; Jérôme Idier (Signal Process., 2002)

Unsupervised frequency tracking beyond the Nyquist frequency using Markov chains. - Jean-François Giovannelli; Jérôme Idier; Redha Boubertakh; Alain Herment (IEEE Trans. Signal Process., 2002)

Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment. - Philippe Ciuciu; Jean-Baptiste Poline; Guillaume Marrelec; Jérôme Idier; Christophe Pallier; Habib Benali (IEEE Trans. Medical Imaging, 2003)

Three-Dimensional Edge-Preserving Image Enhancement for Computed Tomography. - Nicolas Villain; Yves Goussard; Jérôme Idier; Marc Allain (IEEE Trans. Medical Imaging, 2003)

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

Regularized Doppler radar imaging for target identification in atmospheric clutter. - Philippe Ciuciu; Jérôme Idier (ICASSP (5), 2004)

Fast MCMC computations for the estimation of sparse processes from noisy observations. - Manuel Davy; Jérôme Idier (ICASSP (2), 2004)

Extended forms of Geman & Yang algorithm: application to MRI reconstruction. - Sabine Husse; Yves Goussard; Jérôme Idier (ICASSP (3), 2004)

Semi-blind deconvolution of neural impulse response in fMRI using a Gibbs sampling method. - Salima Makni; Philippe Ciuciu; Jérôme Idier; Jean-Baptiste Poline (ICASSP (5), 2004)

Outlier Detection for Robust Region-Based Estimation of the Hemodynamic Response Function in Event-Related fMRI. - Philippe Ciuciu; Alexis Roche; Jérôme Idier; Christophe Pallier (ISBI, 2004)

Semi-Blind Deconvolution of Neural Impulse Response in Event-Related fMRI Using a Gibbs Sampler. - Salima Makni; Philippe Ciuciu; Jean-Baptiste Poline; Jérôme Idier (ISBI, 2004)

A connection between half-quadratic criteria and EM algorithms. - Frédéric Champagnat; Jérôme Idier (IEEE Signal Process. Lett., 2004)

Tracking of time-frequency components using particle filtering. - Corentin Dubois; Manuel Davy; Jérôme Idier (ICASSP (4), 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)

Blind separation of generalized hyperbolic processes: unifying approach to stationary non Gaussianity and Gaussian non stationarity. - Hichem Snoussi; Jérôme Idier (ICASSP (5), 2005)

3D reconstruction of localized objects from radiographs and based on multiresolution and sparsity. - Charles Soussen; Jérôme Idier (ICIP (3), 2005)

Conjugate gradient Mojette reconstruction. - Myriam Servières; Jérôme Idier; Nicolas Normand; Jean-Pierre V. Guédon (Image Processing, 2005)

Statistical behavior of joint least-square estimation in the phase diversity context. - Jérôme Idier; Laurent M. Mugnier; Amandine Blanc (IEEE Trans. Image Process., 2005)

Joint detection-estimation of brain activity in functional MRI: a Multichannel Deconvolution solution. - Salima Makni; Philippe Ciuciu; Jérôme Idier; Jean-Baptiste Poline (IEEE Trans. Signal Process., 2005)

Preconditioned conjugate gradient without linesearch: a comparison with the half-quadratic approach for edge-preserving image restoration. - Christian Labat; Jérôme Idier (Computational Imaging, 2006)

Compensation of MRI T1-weighted spin-echo images for radio-frequency inhomogeneities. - Guylaine Collewet; Jérôme Idier (EUSIPCO, 2006)

Sparse Blind Deconvolution Accounting for Time-Shift Ambiguity. - Christian Labat; Jérôme Idier (ICASSP (3), 2006)

Bayesian Joint Detection-Estimation of Brain Activity Using MCMC With a Gamma-Gaussian Mixture Prior Model. - Salima Makni; Philippe Ciuciu; Jérôme Idier; Jean-Baptiste Poline (ICASSP (5), 2006)

Joint detection-estimation of brain activity in fMRI using an autoregressive noise model. - Salima Makni; Philippe Ciuciu; Jérôme Idier; Jean-Baptiste Poline (ISBI, 2006)

On global and local convergence of half-quadratic algorithms. - Marc Allain; Jérôme Idier; Yves Goussard (IEEE Trans. Image Process., 2006)

Bayesian blind separation of generalized hyperbolic processes in noisy and underdeterminate mixtures. - Hichem Snoussi; Jérôme Idier (IEEE Trans. Signal Process., 2006)

Spatial Mixture Modelling for the Joint Detection-Estimation of Brain Activity in fMRI. - Thomas Vincent; Philippe Ciuciu; Jérôme Idier (ICASSP (1), 2007)

3-Term Optimization Criterion for Faster Inversion in Microwave Tomography. - Paul-André Barrière; Jérôme Idier; Yves Goussard; Jean-Jacques Laurin (ISBI, 2007)

A Sparsity-Based Method for the Estimation of Spectral Lines From Irregularly Sampled Data. - Sébastien Bourguignon; Hervé Carfantan; Jérôme Idier (J. Sel. Topics Signal Processing, 2007)

A new MCMC algorithm for blind Bernoulli-Gaussian deconvolution. - Di Ge; Jérôme Idier; Eric Le Carpentier (EUSIPCO, 2008)

Unsupervised Bayesian 3D reconstruction for non-destructive evaluation using gammagraphy. - Adrien Trillon; Jérôme Idier; Pierre Peureux (EUSIPCO, 2008)

Reconstruction of three-dimensional localized objects from limited angle x-ray projections: an approach based on sparsity and multigrid image representation. - Charles Soussen; Jérôme Idier (J. Electronic Imaging, 2008)

A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI. - Salima Makni; Jérôme Idier; Thomas Vincent; Bertrand Thirion; Ghislaine Dehaene-Lambertz; Philippe Ciuciu (NeuroImage, 2008)

A majorize-minimize line search algorithm for barrier function optimization. - Emilie Chouzenoux; Saïd Moussaoui; Jérôme Idier (EUSIPCO, 2009)

Modelling the neurovascular habituation effect on fMRI time series. - Philippe Ciuciu; Stéphane Sockeel; Thomas Vincent; Jérôme Idier (ICASSP, 2009)

Fast bilinear extrapolation of 3D ising field partition function. application to fMRI image analysis. - Laurent Risser; Jérôme Idier; Philippe Ciuciu; Thomas Vincent (ICIP, 2009)

Robust Extrapolation Scheme for Fast Estimation of 3D Ising Field Partition Functions: Application to Within-Subject fMRI Data Analysis. - Laurent Risser; Thomas Vincent; Philippe Ciuciu; Jérôme Idier (MICCAI (1), 2009)

On Algorithms Based on Joint Estimation of Currents and Contrast in Microwave Tomography - Paul-André Barrière; Jérôme Idier; Yves Goussard; Jean-Jacques Laurin (CoRR, 2009)

Optimization of a maximum entropy criterion for 2D Nuclear Magnetic Resonance reconstruction. - Emilie Chouzenoux; Saïd Moussaoui; Jérôme Idier; François Mariette (ICASSP, 2010)

Solving a problem of sources separation stemming from a linear combination: Applied to the 3D reconstruction of the solar atmosphere. - Belkacem Kherrab; Thomas Rodet; Jérôme Idier (ICASSP, 2010)

Algorithms for nonnegative matrix factorization with the beta-divergence - Cédric Févotte; Jérôme Idier (CoRR, 2010)

Régularisation et optimisation pour l'imagerie sismique des fondations de pylônes - Denis Vautrin; Matthieu Voorons; Jérôme Idier; Yves Goussard (CoRR, 2010)

Statistical Linear Destriping of Satellite-Based Pushbroom-Type Images. - Hervé Carfantan; Jérôme Idier (IEEE Trans. Geosci. Remote. Sens., 2010)

Efficient Maximum Entropy Reconstruction of Nuclear Magnetic Resonance T1-T2 Spectra. - Emilie Chouzenoux; Saïd Moussaoui; Jérôme Idier; François Mariette (IEEE Trans. Signal Process., 2010)

Seismic imaging of transmission overhead line structure foundations. - Denis Vautrin; Matthieu Voorons; Jérôme Idier; Yves Goussard; Stéven Kerzalé; Nicolas Paul (Computational Imaging, 2011)

Single image local blur identification. - Pauline Trouvé; Frédéric Champagnat; Guy Le Besnerais; Jérôme Idier (ICIP, 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)

Algorithms for Nonnegative Matrix Factorization with the β-Divergence. - Cédric Févotte; Jérôme Idier (Neural Comput., 2011)

Enhanced sampling schemes for MCMC based blind Bernoulli-Gaussian deconvolution. - Di Ge; Jérôme Idier; Eric Le Carpentier (Signal Process., 2011)

A Majorize-Minimize Strategy for Subspace Optimization Applied to Image Restoration. - Emilie Chouzenoux; Jérôme Idier; Saïd Moussaoui (IEEE Trans. Image Process., 2011)

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

Min-max Extrapolation Scheme for Fast Estimation of 3D Potts Field Partition Functions. Application to the Joint Detection-Estimation of Brain Activity in fMRI. - Laurent Risser; Thomas Vincent; Florence Forbes; Jérôme Idier; Philippe Ciuciu (J. Signal Process. Syst., 2011)

Primal dual interior point optimization for penalized least squares estimation of abundance maps in hyperspectral imaging. - Saïd Moussaoui; Jérôme Idier; Emilie Chouzenoux (WHISPERS, 2012)

Coherence-based Partial Exact Recovery Condition for OMP/OLS. - Cédric Herzet; Charles Soussen; Jérôme Idier; Rémi Gribonval (CoRR, 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)

Design of a Chromatic 3D Camera with an End-to-End Performance Model Approach. - Pauline Trouvé; Frédéric Champagnat; Guy Le Besnerais; Guillaume Druart; Jérôme Idier (CVPR Workshops, 2013)

Resolution enhancement of ultrasonic signals by up-sampled sparse deconvolution. - Ewen Carcreff; Sébastien Bourguignon; Jérôme Idier; Laurent Simon (ICASSP, 2013)

Primal-dual interior point optimization for a regularized reconstruction of NMR relaxation time distributions. - Emilie Chouzenoux; Saïd Moussaoui; Jérôme Idier; François Mariette (ICASSP, 2013)

Parallel implementation of a primal-dual interior-point optimization method for fast abundance maps estimation. - Maxime Legendre; Saïd Moussaoui; Jérôme Idier; Frédéric Schmidt (WHISPERS, 2013)

Algorithme primal-dual de points intérieurs pour l'estimation pénalisée des cartes d'abondances en imagerie hyperspectrale. - Emilie Chouzenoux; Saïd Moussaoui; Maxime Legendre; Jérôme Idier (Traitement du Signal, 2013)

Exact Recovery Conditions for Sparse Representations With Partial Support Information. - Cédric Herzet; Charles Soussen; Jérôme Idier; Rémi Gribonval (IEEE Trans. Inf. Theory, 2013)

Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares. - Charles Soussen; Rémi Gribonval; Jérôme Idier; Cédric Herzet (IEEE Trans. Inf. Theory, 2013)

A new minimal path selection algorithm for automatic crack detection on pavement images. - Rabih Amhaz; Sylvie Chambon; Jérôme Idier; Vincent Baltazart (ICIP, 2014)

Primal-dual interior-point optimization based on majorization-minimization for edge-preserving spectral unmixing. - Maxime Legendre; Saïd Moussaoui; Emilie Chouzenoux; Jérôme Idier (ICIP, 2014)

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

Fast Constrained Least Squares Spectral Unmixing Using Primal-Dual Interior-Point Optimization. - Emilie Chouzenoux; Maxime Legendre; Saïd Moussaoui; Jérôme Idier (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

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)

Correction of RF inhomogeneities for high throughput water and fat quantification by MRI. - Julien Picaud; Guylaine Collewet; Jérôme Idier (IPTA, 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)

Efficient Gaussian Sampling for Solving Large-Scale Inverse Problems Using MCMC. - Clément Gilavert; Saïd Moussaoui; Jérôme Idier (IEEE Trans. Signal Process., 2015)

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

Fluorescence blind structured illumination microscopy: A new reconstruction strategy. - Simon Labouesse; Marc Allain; Jérôme Idier; Sébastien Bourguignon; Awoke Negash; Penghuan Liu; Anne Sentenac (ICIP, 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)

Automatic Crack Detection on Two-Dimensional Pavement Images: An Algorithm Based on Minimal Path Selection. - Rabih Amhaz; Sylvie Chambon; Jérôme Idier; Vincent Baltazart (IEEE Trans. Intell. Transp. Syst., 2016)

Majorization-minimization algorithms for maximum likelihood estimation of magnetic resonance images. - Qianyi Jiang; Saïd Moussaoui; Jérôme Idier; Guylaine Collewet; Mai Xu (IPTA, 2017)

Joint Reconstruction Strategy for Structured Illumination Microscopy With Unknown Illuminations. - Simon Labouesse; Awoke Negash; Jérôme Idier; Sébastien Bourguignon; Thomas Mangeat; Penghuan Liu; Anne Sentenac; Marc Allain (IEEE Trans. Image Process., 2017)

On the Superresolution Capacity of Imagers Using Unknown Speckle Illuminations. - Jérôme Idier; Simon Labouesse; Marc Allain; Penghuan Liu; Sébastien Bourguignon; Anne Sentenac (IEEE Trans. Computational Imaging, 2018)

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

A Joint Least Squares and Least Absolute Deviation Model. - Junbo Duan; Jérôme Idier; Yu-Ping Wang 002; Mingxi Wan (IEEE Signal Process. Lett., 2019)

Non-Negative Orthogonal Greedy Algorithms. - Thanh Thi Nguyen; Jérôme Idier; Charles Soussen; El-Hadi Djermoune (IEEE Trans. Signal Process., 2019)

Random Illumination Microscopy from Variance Images. - Simon Labouesse; Jérôme Idier; Anne Sentenac; Thomas Mangeat; Marc Allain (EUSIPCO, 2020)

A Greedy Sparse Approximation Algorithm Based On L1-Norm Selection Rules. - Ramzi Ben Mhenni; Sébastien Bourguignon; Jérôme Idier (ICASSP, 2020)

Three-Dimensional Microwave Imaging: Fast and Accurate Computations with Block Resolution Algorithms. - Corentin Friedrich; Sébastien Bourguignon; Jérôme Idier; Yves Goussard (Sensors, 2020)

Local-Mean Preserving Post-Processing Step for Non-Negativity Enforcement in PET Imaging: Application to 90Y-PET. - Maël Millardet; Saïd Moussaoui; Diana Mateus; Jérôme Idier; Thomas Carlier (IEEE Trans. Medical Imaging, 2020)

Proof of the resolution-doubling of Random Illumination Microscopy using the variance of the speckled images. - Simon Labouesse; Jérôme Idier; Anne Sentenac; Marc Allain; Thomas Mangeat (EUSIPCO, 2021)

A Partially Collapsed Gibbs Sampler for Unsupervised Nonnegative Sparse Signal Restoration. - Mehdi Chahine Amrouche; Hervé Carfantan; Jérôme Idier (ICASSP, 2021)

SLS (Single 𝓁1 Selection): a new greedy algorithm with an 𝓁1-norm selection rule. - Ramzi Ben Mhenni; Sébastien Bourguignon; Jérôme Idier (CoRR, 2021)

Multiplicative Updates for NMF with β-Divergences under Disjoint Equality Constraints. - Valentin Leplat; Nicolas Gillis; Jérôme Idier (SIAM J. Matrix Anal. Appl., 2021)

K-step analysis of orthogonal greedy algorithms for non-negative sparse representations. - Thanh Thi Nguyen; Charles Soussen; Jérôme Idier; El-Hadi Djermoune (Signal Process., 2021)

Fast Non-Stationary Deconvolution of Ultrasonic Beamformed Images for Nondestructive Testing. - Nans Laroche; Sébastien Bourguignon; Jérôme Idier; Ewen Carcreff; Aroune Duclos (IEEE Trans. Computational Imaging, 2021)

Statistical Destriping of Pushbroom-Type Images Based on an Affine Detector Response. - Mehdi Chahine Amrouche; Hervé Carfantan; Jérôme Idier; Vincent Martin (IEEE Trans. Geosci. Remote. Sens., 2022)

Efficient Sampling of Bernoulli-Gaussian-Mixtures for Sparse Signal Restoration. - Mehdi Chahine Amrouche; Hervé Carfantan; Jérôme Idier (IEEE Trans. Signal Process., 2022)

Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models. - Yuxin Zhang; Clément Huneau; Jérôme Idier; Diana Mateus (DGM4MICCAI, 2023)

Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty. - Yuxin Zhang; Clément Huneau; Jérôme Idier; Diana Mateus (CoRR, 2023)

Joint Decomposition of Multichannel Signals with Multimarginal Optimal Transport. - Jean Malléjac; Jérôme Idier; Charles Soussen; Xiangyi Li (EUSIPCO, 2024)

Ultrasound Imaging Based on the Variance of a Diffusion Restoration Model. - Yuxin Zhang; Clément Huneau; Jérôme Idier; Diana Mateus (EUSIPCO, 2024)

Ultrasound Image Enhancement with the Variance of Diffusion Models. - Yuxin Zhang; Clément Huneau; Jérôme Idier; Diana Mateus (CoRR, 2024)