Jérôme Idier

Orcid: 0000-0003-4087-0302

According to our database1, Jérôme Idier authored at least 124 papers between 1990 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Ultrasound Image Enhancement with the Variance of Diffusion Models.
CoRR, 2024

Ultrasound Imaging Based on the Variance of a Diffusion Restoration Model.
Proceedings of the 32nd European Signal Processing Conference, 2024

Joint Decomposition of Multichannel Signals with Multimarginal Optimal Transport.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty.
CoRR, 2023

Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models.
Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023

2022
Efficient Sampling of Bernoulli-Gaussian-Mixtures for Sparse Signal Restoration.
IEEE Trans. Signal Process., 2022

Statistical Destriping of Pushbroom-Type Images Based on an Affine Detector Response.
IEEE Trans. Geosci. Remote. Sens., 2022

2021
Fast Non-Stationary Deconvolution of Ultrasonic Beamformed Images for Nondestructive Testing.
IEEE Trans. Computational Imaging, 2021

K-step analysis of orthogonal greedy algorithms for non-negative sparse representations.
Signal Process., 2021

Multiplicative Updates for NMF with β-Divergences under Disjoint Equality Constraints.
SIAM J. Matrix Anal. Appl., 2021

SLS (Single 𝓁<sub>1</sub> Selection): a new greedy algorithm with an 𝓁<sub>1</sub>-norm selection rule.
CoRR, 2021

A Partially Collapsed Gibbs Sampler for Unsupervised Nonnegative Sparse Signal Restoration.
Proceedings of the IEEE International Conference on Acoustics, 2021

Proof of the resolution-doubling of Random Illumination Microscopy using the variance of the speckled images.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Local-Mean Preserving Post-Processing Step for Non-Negativity Enforcement in PET Imaging: Application to <sup>90</sup>Y-PET.
IEEE Trans. Medical Imaging, 2020

Three-Dimensional Microwave Imaging: Fast and Accurate Computations with Block Resolution Algorithms.
Sensors, 2020

A Greedy Sparse Approximation Algorithm Based On L1-Norm Selection Rules.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Random Illumination Microscopy from Variance Images.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Non-Negative Orthogonal Greedy Algorithms.
IEEE Trans. Signal Process., 2019

A Joint Least Squares and Least Absolute Deviation Model.
IEEE Signal Process. Lett., 2019

A Parallelizable Framework for Segmenting Piecewise Signals.
IEEE Access, 2019

2018
On the Superresolution Capacity of Imagers Using Unknown Speckle Illuminations.
IEEE Trans. Computational Imaging, 2018

2017
Joint Reconstruction Strategy for Structured Illumination Microscopy With Unknown Illuminations.
IEEE Trans. Image Process., 2017

Majorization-minimization algorithms for maximum likelihood estimation of magnetic resonance images.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

2016
Automatic Crack Detection on Two-Dimensional Pavement Images: An Algorithm Based on Minimal Path Selection.
IEEE Trans. Intell. Transp. Syst., 2016

Generalized LASSO with under-determined regularization matrices.
Signal Process., 2016

Fluorescence blind structured illumination microscopy: A new reconstruction strategy.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Homotopy Based Algorithms for ℓ<sub>0</sub>-Regularized Least-Squares.
IEEE Trans. Signal Process., 2015

Efficient Gaussian Sampling for Solving Large-Scale Inverse Problems Using MCMC.
IEEE Trans. Signal Process., 2015

Impact of sparse representation on the admissible solutions of spectral unmixing by non-negative matrix factorization.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Correction of RF inhomogeneities for high throughput water and fat quantification by MRI.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

An optimal method to segment piecewise poisson distributed signals with application to sequencing data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Fast Constrained Least Squares Spectral Unmixing Using Primal-Dual Interior-Point Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

ℓ<sub>2</sub>-ℓ<sub>0</sub> regularization path tracking algorithms.
CoRR, 2014

Primal-dual interior-point optimization based on majorization-minimization for edge-preserving spectral unmixing.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A new minimal path selection algorithm for automatic crack detection on pavement images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares.
IEEE Trans. Inf. Theory, 2013

Exact Recovery Conditions for Sparse Representations With Partial Support Information.
IEEE Trans. Inf. Theory, 2013

Algorithme primal-dual de points intérieurs pour l'estimation pénalisée des cartes d'abondances en imagerie hyperspectrale.
Traitement du Signal, 2013

Parallel implementation of a primal-dual interior-point optimization method for fast abundance maps estimation.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Primal-dual interior point optimization for a regularized reconstruction of NMR relaxation time distributions.
Proceedings of the IEEE International Conference on Acoustics, 2013

Resolution enhancement of ultrasonic signals by up-sampled sparse deconvolution.
Proceedings of the IEEE International Conference on Acoustics, 2013

Design of a Chromatic 3D Camera with an End-to-End Performance Model Approach.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
On LARS/Homotopy Equivalence Conditions for Over-Determined LASSO.
IEEE Signal Process. Lett., 2012

Coherence-based Partial Exact Recovery Condition for OMP/OLS.
CoRR, 2012

Primal dual interior point optimization for penalized least squares estimation of abundance maps in hyperspectral imaging.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

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.
J. Signal Process. Syst., 2011

From Bernoulli-Gaussian Deconvolution to Sparse Signal Restoration.
IEEE Trans. Signal Process., 2011

A Majorize-Minimize Strategy for Subspace Optimization Applied to Image Restoration.
IEEE Trans. Image Process., 2011

Enhanced sampling schemes for MCMC based blind Bernoulli-Gaussian deconvolution.
Signal Process., 2011

Algorithms for Nonnegative Matrix Factorization with the β-Divergence.
Neural Comput., 2011

A sufficient condition on monotonic increase of the number of nonzero entry in the optimizer of L1 norm penalized least-square problem.
CoRR, 2011

Single image local blur identification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Seismic imaging of transmission overhead line structure foundations.
Proceedings of the Computational Imaging IX, 2011

2010
Efficient Maximum Entropy Reconstruction of Nuclear Magnetic Resonance T1-T2 Spectra.
IEEE Trans. Signal Process., 2010

Statistical Linear Destriping of Satellite-Based Pushbroom-Type Images.
IEEE Trans. Geosci. Remote. Sens., 2010

Régularisation et optimisation pour l'imagerie sismique des fondations de pylônes
CoRR, 2010

Algorithms for nonnegative matrix factorization with the beta-divergence
CoRR, 2010

Solving a problem of sources separation stemming from a linear combination: Applied to the 3D reconstruction of the solar atmosphere.
Proceedings of the IEEE International Conference on Acoustics, 2010

Optimization of a maximum entropy criterion for 2D Nuclear Magnetic Resonance reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
On Algorithms Based on Joint Estimation of Currents and Contrast in Microwave Tomography
CoRR, 2009

Robust Extrapolation Scheme for Fast Estimation of 3D Ising Field Partition Functions: Application to Within-Subject fMRI Data Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Fast bilinear extrapolation of 3D ising field partition function. application to fMRI image analysis.
Proceedings of the International Conference on Image Processing, 2009

Modelling the neurovascular habituation effect on fMRI time series.
Proceedings of the IEEE International Conference on Acoustics, 2009

A majorize-minimize line search algorithm for barrier function optimization.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI.
NeuroImage, 2008

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

Unsupervised Bayesian 3D reconstruction for non-destructive evaluation using gammagraphy.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

A new MCMC algorithm for blind Bernoulli-Gaussian deconvolution.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
A Sparsity-Based Method for the Estimation of Spectral Lines From Irregularly Sampled Data.
J. Sel. Topics Signal Processing, 2007

3-Term Optimization Criterion for Faster Inversion in Microwave Tomography.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Spatial Mixture Modelling for the Joint Detection-Estimation of Brain Activity in fMRI.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Bayesian blind separation of generalized hyperbolic processes in noisy and underdeterminate mixtures.
IEEE Trans. Signal Process., 2006

On global and local convergence of half-quadratic algorithms.
IEEE Trans. Image Process., 2006

Joint detection-estimation of brain activity in fMRI using an autoregressive noise model.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Bayesian Joint Detection-Estimation of Brain Activity Using MCMC With a Gamma-Gaussian Mixture Prior Model.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Sparse Blind Deconvolution Accounting for Time-Shift Ambiguity.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Compensation of MRI T1-weighted spin-echo images for radio-frequency inhomogeneities.
Proceedings of the 14th European Signal Processing Conference, 2006

Preconditioned conjugate gradient without linesearch: a comparison with the half-quadratic approach for edge-preserving image restoration.
Proceedings of the Computational Imaging IV, San Jose, 2006

2005
Joint detection-estimation of brain activity in functional MRI: a Multichannel Deconvolution solution.
IEEE Trans. Signal Process., 2005

Statistical behavior of joint least-square estimation in the phase diversity context.
IEEE Trans. Image Process., 2005

Conjugate gradient Mojette reconstruction.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

3D reconstruction of localized objects from radiographs and based on multiresolution and sparsity.
Proceedings of the 2005 International Conference on Image Processing, 2005

Blind separation of generalized hyperbolic processes: unifying approach to stationary non Gaussianity and Gaussian non stationarity.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Non-negative source separation: range of admissible solutions and conditions for the uniqueness of the solution.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Tracking of time-frequency components using particle filtering.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
A connection between half-quadratic criteria and EM algorithms.
IEEE Signal Process. Lett., 2004

Semi-Blind Deconvolution of Neural Impulse Response in Event-Related fMRI Using a Gibbs Sampler.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Outlier Detection for Robust Region-Based Estimation of the Hemodynamic Response Function in Event-Related fMRI.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Semi-blind deconvolution of neural impulse response in fMRI using a Gibbs sampling method.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Extended forms of Geman & Yang algorithm: application to MRI reconstruction.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Fast MCMC computations for the estimation of sparse processes from noisy observations.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Regularized Doppler radar imaging for target identification in atmospheric clutter.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Baseline spectrum estimation using half-quadratic minimization.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Three-Dimensional Edge-Preserving Image Enhancement for Computed Tomography.
IEEE Trans. Medical Imaging, 2003

Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment.
IEEE Trans. Medical Imaging, 2003

2002
Unsupervised frequency tracking beyond the Nyquist frequency using Markov chains.
IEEE Trans. Signal Process., 2002

A half-quadratic block-coordinate descent method for spectral estimation.
Signal Process., 2002

Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Bayesian interpretation of periodograms.
IEEE Trans. Signal Process., 2001

Regularized estimation of mixed spectra using a circular Gibbs-Markov model.
IEEE Trans. Signal Process., 2001

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

Regularized adaptive long autoregressive spectral analysis.
IEEE Trans. Geosci. Remote. Sens., 2001

1999
Path-dependent kalman estimation of a cepstral bias.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Markovian high resolution spectral analysis.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Structural stability of least squares prediction methods.
IEEE Trans. Signal Process., 1998

Stationary Markov Random Fields on a Finite Rectangular Lattice.
IEEE Trans. Inf. Theory, 1998

Inversion of large-support ill-posed linear operators using a piecewise Gaussian MRF.
IEEE Trans. Image Process., 1998

X-Ray and Ultrasound Data Fusion.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Frame-synchronous stochastic matching based on the Kullback-Leibler information.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
A FEM-Based Nonlinear MAP Estimator in Electrical Impedance Tomography.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Unsupervised image segmentation using a telegraph parameterization of Pickard random fields.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

EM parameter estimation for a piecewise AR.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Direction-of-arrival and frequency estimation using Poisson-Gaussian modeling.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

A single site update algorithm for nonlinear diffraction tomography.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Unsupervised deconvolution of sparse spike trains using stochastic approximation.
IEEE Trans. Signal Process., 1996

Regularized estimation of flow patterns in MR velocimetry.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Optimized single site update algorithms for image deblurring.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
An alternative to standard maximum likelihood for Gaussian mixtures.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Inversion of large-support ill-conditioned linear operators using a Markov model with a line process.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Markov modeling for Bayesian restoration of two-dimensional layered structures.
IEEE Trans. Inf. Theory, 1993

Multichannel seismic deconvolution.
IEEE Trans. Geosci. Remote. Sens., 1993

Deconvolution of sparse spike trains accounting for wavelet phase shifts and colored noise.
Proceedings of the IEEE International Conference on Acoustics, 1993

1990
Markovian modeling for Bayesian multi-channel deconvolution.
Proceedings of the 1990 International Conference on Acoustics, 1990

A new algorithm for iterative deconvolution of sparse spike trains.
Proceedings of the 1990 International Conference on Acoustics, 1990


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