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[David19]
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A. David, D. Le Touzé, K. Warin-Fresse, P. Paul-Gilloteaux, F. Bonnefoy,
J. Idier, S. Moussaoui, P. Guérin, and J.-M. Serfaty,
In-vitro validation of 4D flow MR imaging measurements with
an experimental pulsatile flow model,
Diagnostic and Interventional Imaging, vol. 100, no. 1, 17--23,
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[Duan19]
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J. Duan, C. Soussen, D. Brie, J. Idier, Y.-P. Wang, and M. Wan,
A parallelizable framework for segmenting piecewise signals,
IEEE Access, vol. 7, 13217--13229, 2019.
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[Duan19b]
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J. Duan, C. Soussen, D. Brie, J. Idier, Y.-P. Wang, and M. Wan,
A joint least squares and least absolute deviation model,
IEEE Signal Processing Letters, vol. 26, no. 4,
543--547, Apr. 2019.
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[Collewet18]
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G. Collewet, S. Moussaoui, C. Deligny, T. Lucas, , and J. Idier,
Multi-tissue partial volume quantification in multi-contrast
MRI using an optimised spectral unmixing approach,
Magnetic Resonance Imaging, vol. 49, 39--46, 2018.
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http ]
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[Idier18]
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J. Idier, S. Labouesse, P. Liu, M. Allain, S. Bourguignon, and A. Sentenac,
On the super-resolution capacity of imagers using unknown speckle
illuminations,
IEEE Transactions on Computational Imaging, vol. 4,
no. 1, 87--98, Mar. 2018.
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[Mehl18]
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C. Mehl, J. Idier, and B. Fiorina,
Evaluation of deconvolution modeling applied to numerical
combustion,
Combustion Theory and Modelling, pp. 38--70, Jan. 2018.
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http ]
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[Negash18]
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A. Negash, S. Labouesse, P. C. Chaumet, K. Belkebir, H. Giovannini, M. Allain,
J. Idier, and A. Sentenac,
Two-photon speckle illumination for super-resolution microscopy,
Journal of the Optical Society of America (A), vol.
35, no. 6, 1028--1033, June 2018.
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J. P. Cussonneau, J. M. Abaline, S. Acounis, N. Beaupère, J. L. Béney,
J. Bert, S. Bouvier, P. Briend, J. Butterworth, T. Carlier, H. Chanal,
M. Chérel, M. Dahoumane, S. Diglio, L. Gallego-Manzano, D. Giovagnoli,
J. Idier, F. Kraeber-Bodéré, F. Lefebvre, O. Lemaire, P. Le Ray,
S. Manen, J. Masbou, H. Mathez, E. Morteau, N. Pillet, L. Royer,
M. Staempflin, J. S. Stutzmann, R. Vandaele, L. Virone, D. Visvikis, Y. Xin,
Y. Zhu, and D. Thers,
3γ medical imaging with a liquid xenon Compton camera
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[Labouesse17]
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S. Labouesse, A. Negash, J. Idier, S. Bourguignon, T. Mangeat, P. Liu,
A. Sentenac, and M. Allain,
Joint reconstruction strategy for structured illumination
microscopy with unknown illuminations,
IEEE Transactions on Image Processing, vol. 26, no.
5, 1--14, May 2017.
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[Amhaz16]
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R. Amhaz, S. Chambon, J. Idier, and V. Baltazart,
Automatic crack detection on two-dimensional pavement images:
An algorithm based on minimal path selection,
IEEE Transactions on Intelligent Transportation
Systems, vol. 17, no. 10, 2718--2729, Oct. 2016.
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[Duan16]
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J. Duan, C. Soussen, D. Brie, J. Idier, M. Wan, and Y.-P. Wang,
Generalized LASSO with under-determined regularization
matrices,
Signal Processing, vol. 127, 239--246, 2016.
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[Negash16]
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A. Negash, S. Labouesse, N. Sandeau, M. Allain, H. Giovannini, J. Idier,
R. Heintzmann, P. C. Chaumet, K. Belkebir, and A. Sentenac,
Improving the axial and lateral resolution of three-dimensional
fluorescence microscopy using random speckle illuminations,
Journal of the Optical Society of America (A), vol.
33, no. 6, 1089--1094, June 2016.
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[Picaud16]
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J. Picaud, G. Collewet, and J. Idier,
Quantification of mass fat fraction in fish using water-fat
separation MRI,
Magnetic Resonance Imaging, vol. 34, no. 1, 44--50,
Jan. 2016.
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[Friedrich15a]
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C. Friedrich, S. Bourguignon, J. Idier, and Y. Goussard,
Reconstruction of 3-D microwave images based on a
Block-BiCGStab algorithm,
Journal of Physics: Conference Series, vol. 657, 012014 (5th
International Workshop on New Computational Methods for Inverse Problems,
Cachan, France, May 2015), 2015.
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[Gilavert15]
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C. Gilavert, S. Moussaoui, and J. Idier,
Efficient Gaussian sampling for solving large-scale inverse
problems using MCMC,
IEEE Transactions on Signal Processing, vol. 63, no.
1, 70--80, Jan. 2015.
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[Soussen15]
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C. Soussen, J. Idier, J. Duan, and D. Brie,
Homotopy based algorithms for l0-regularized least-squares,
IEEE Transactions on Signal Processing, vol. 63, no.
13, 3301--3316, July 2015.
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[Carcreff14]
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E. Carcreff, S. Bourguignon, J. Idier, and L. Simon,
A linear model approach for ultrasonic inverse problems with
attenuation and dispersion,
IEEE Transactions on Ultrasonics Ferroelectrics and
Frequency Control, vol. 61, no. 7, 1191--1203, July 2014.
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http ]
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[Chouzenoux14]
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E. Chouzenoux, M. Legendre, S. Moussaoui, and J. Idier,
Fast constrained least squares spectral unmixing using
primal-dual interior-point optimization,
IEEE Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 7, no. 1, 59--69, Jan. 2014.
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[Trouve14]
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P. Trouvé-Peloux, F. Champagnat, G. Le Besnerais, and J. Idier,
A theoretical performance model for single image depth from
defocus,
Journal of the Optical Society of America (A), vol.
31, no. 12, 2650--2662, 2014.
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[Chouzenoux13]
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E. Chouzenoux, S. Moussaoui, M. Legendre, and J. Idier,
Algorithme primal-dual de points intérieurs pour l'estimation
pénalisée des cartes d'abondances en imagerie hyperspectrale,
Traitement du Signal, vol. 30, no. 1-2, 35--59, 2013.
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G. Collewet, J. Bugeon, J. Idier, S. Quellec, B. Quittet, M. Cambert, and
P. Haffray,
Rapid quantification of muscle fat content and subcutaneous
adipose tissue in fish using MRI,
Food Chemistry, vol. 138, no. 2-3, 2008--2015, 2013.
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[Herzet13]
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C. Herzet, C. Soussen, J. Idier, and R. Gribonval,
Exact recovery conditions for sparse representations with partial
support information,
IEEE Transactions on Information Theory, vol. 59, no.
11, 7509--7524, Nov. 2013.
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C. Soussen, R. Gribonval, J. Idier, and C. Herzet,
Joint k-step analysis of orthogonal matching pursuit and
orthogonal least squares,
IEEE Transactions on Information Theory, vol. 59,
3158--3174, May 2013.
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P. Trouvé, F. Champagnat, G. Le Besnerais, J. Sabater, T. Avignon, and
J. Idier,
Passive depth estimation using chromatic aberration and a depth
from defocus approach,
Applied Optics, vol. 52, no. 29, 7152--7164, 2013.
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E. Chouzenoux, S. Moussaoui, and J. Idier,
Majorize-minimize linesearch for inversion methods involving
barrier function optimization,
Inverse Problems, vol. 28, 065011 (24 pages), Oct.
2012.
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J. Duan, C. Soussen, D. Brie, J. Idier, and Y.-P. Wang,
On LARS/homotopy equivalence conditions for over-determined
LASSO,
IEEE Signal Processing Letters, vol. 19, no. 12,
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C. Soussen, J. Idier, E. Carcreff, L. Simon, and C. Potel,
Ultrasonic non destructive testing based on sparse
deconvolution,
Journal of Physics: Conference Series, vol. 353, 012018 (10th
Anglo--French Physical Acoustics Conference, Fréjus, France, Jan. 2011),
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[Barriere11]
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P.-A. Barrière, J. Idier, Y. Goussard, and J.-J. Laurin,
Contrast source inversion method applied to relatively high
contrast objects [selected as part of the 2011 Inverse Problems
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E. Chouzenoux, J. Idier, and S. Moussaoui,
A majorize-minimize strategy for subspace optimization applied to
image restoration,
IEEE Transactions on Image Processing, vol. 20, no.
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C. Févotte and J. Idier,
Algorithms for nonnegative matrix factorization with the
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D. Ge, J. Idier, and E. Le Carpentier,
Enhanced sampling schemes for MCMC based blind
Bernoulli-Gaussian deconvolution,
Signal Processing, vol. 91, no. 4, 759--772, Apr. 2011.
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D. Ge, E. Le Carpentier, J. Idier, and D. Farina,
Spike sorting by stochastic simulation,
IEEE Transactions on Neural Systems Rehabilitation
Engineering, vol. 19, no. 3, 249--259, June 2011.
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[Risser11]
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L. Risser, T. Vincent, J. Idier, F. Forbes, and P. Ciuciu,
Min-max extrapolation scheme for fast estimation of 3D Potts
field partition functions. Application to the joint detection-estimation of
brain activity in fMRI,
Journal of Signal Processing Systems, vol. 65, no. 3,
325--338, 2011.
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C. Soussen, J. Idier, D. Brie, and J. Duan,
From Bernoulli-Gaussian deconvolution to sparse signal
restoration,
IEEE Transactions on Signal Processing, vol. 59, no.
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P.-A. Barrière, J. Idier, Y. Goussard, and J.-J. Laurin,
Fast solutions of the 2D inverse scattering problem based on a
TSVD approximation of the internal field for the forward model,
IEEE Transactions on Antennas and Propagation, vol.
58, no. 12, 4015--4024, Dec. 2010.
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[Carfantan10]
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H. Carfantan and J. Idier,
Statistical linear destriping of satellite-based pushbroom-type
images,
IEEE Transactions on Geoscience and Remote Sensing,
vol. 48, no. 4, 1860--1871, Apr. 2010.
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[Chouzenoux10b]
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E. Chouzenoux, S. Moussaoui, J. Idier, and F. Mariette,
Efficient maximum entropy reconstruction of nuclear magnetic
resonance T1-T2 spectra,
IEEE Transactions on Signal Processing, vol. 58, no.
12, 6040--6051, Dec. 2010.
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C. Labat and J. Idier,
Convergence of conjugate gradient methods with a closed-form
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136, no. 1, 43--60, Jan. 2008.
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S. Makni, J. Idier, T. Vincent, B. Thirion, G. Dehaene-Lambertz, and
P. Ciuciu,
A fully Bayesian approach to the parcel-based
detection-estimation of brain activity in fMRI,
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C. Soussen and J. Idier,
Reconstruction of three-dimensional localized objects from
limited angle X-ray projections: an approach based on sparsity and
multigrid image representation,
Journal of Electronic Imaging, vol. 17, no. 3, 033011
(19 pages), Aug. 2008.
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[Veit08]
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T. Veit, J. Idier, and S. Moussaoui,
Rééchantillonnage de l'échelle dans les algorithmes
MCMC pour les problèmes inverses bilinéaires,
Traitement du Signal, vol. 25, no. 4, 329--343, 2008.
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M. Allain and J. Idier,
Efficient binary reconstruction for non destructive evaluation
using gammagraphy,
Inverse Problems, vol. 23, no. 4, 1371--1393, 2007.
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[Bourguignon07]
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S. Bourguignon, H. Carfantan, and J. Idier,
A sparsity-based method for the estimation of spectral lines from
irregularly sampled data,
IEEE Journal of Selected Topics in Signal
Processing, vol. 1, no. 4, 575--585, Dec. 2007.
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M. Allain, J. Idier, and Y. Goussard,
On global and local convergence of half-quadratic algorithms,
IEEE Transactions on Image Processing, vol. 15, no.
5, 1130--1142, May 2006.
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[Davy06]
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M. Davy, S. J. Godsill, and J. Idier,
Bayesian analysis of polyphonic western tonal music,
Journal of Acoustical Society America, vol. 119, no.
4, 2498--2517, Apr. 2006.
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H. Snoussi and J. Idier,
Bayesian blind separation of generalized hyperbolic processes in
noisy and underdeterminate mixtures,
IEEE Transactions on Signal Processing, vol. 54, no.
9, 3257--3269, Sep. 2006.
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J. Idier, L. Mugnier, and G. Le Besnerais,
Traitement de données expérimentales et problèmes
inverses,
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J. Idier, L. Mugnier, and A. Blanc,
Statistical behavior of joint least square estimation in the
phase diversity context,
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S. Makni, P. Ciuciu, J. Idier, and J.-B. Poline,
Joint detection-estimation of brain activity in functional MRI:
a multichannel deconvolution solution,
IEEE Transactions on Signal Processing, vol. 53, no.
9, 3488--3502, Sep. 2005.
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[Mazet05]
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V. Mazet, C. Carteret, D. Brie, J. Idier, and B. Humbert,
Background removal from spectra by designing and minimising a
non-quadratic cost function,
Chemometrics and Intelligent Laboratory Systems, vol. 76,
121--133, 2005.
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F. Champagnat and J. Idier,
A connection between half-quadratic criteria and EM
algorithms,
IEEE Signal Processing Letters, vol. 11, no. 9,
709--712, Sep. 2004.
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A. Blanc, L. Mugnier, and J. Idier,
Marginal estimation of aberrations and image restoration by use
of phase diversity,
Journal of the Optical Society of America (A), vol.
20, no. 6, 1035--1045, June 2003.
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[Ciuciu03]
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P. Ciuciu, J.-B. Poline, G. Marrelec, J. Idier, C. Pallier, and H. Benali,
Unsupervised robust non-parametric estimation of the hemodynamic
response function for any fMRI experiment,
IEEE Transactions on Medical Imaging, vol. 22, no.
10, 1235--1251, Oct. 2003.
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[Ciuperca03]
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G. Ciuperca, A. Ridolfi, and J. Idier,
Penalized maximum likelihood estimator for normal mixtures,
Scandinavian Journal of Statistics, vol. 30, no. 1,
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[Villain03]
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N. Villain, Y. Goussard, J. Idier, and M. Allain,
Three-dimensional edge-preserving image enhancement for computed
tomography,
IEEE Transactions on Medical Imaging, vol. 22, no.
10, 1275--1287, Oct. 2003.
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P. Ciuciu and J. Idier,
A half-quadratic block-coordinate descent method for spectral
estimation,
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[Djafari02a]
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A. Mohammad-Djafari, J.-F. Giovannelli, G. Demoment, and J. Idier,
Regularization, maximum entropy and probabilistic methods in mass
spectrometry data processing problems,
Int. Journal of Mass Spectrometry, vol. 215, no. 1-3, 175--193,
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[Giovannelli02]
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J.-F. Giovannelli, J. Idier, R. Boubertakh, and A. Herment,
Unsupervised frequency tracking beyond the Nyquist frequency
using Markov chains,
IEEE Transactions on Signal Processing, vol. 50, no.
12, 2906--2914, Dec. 2002.
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P. Ciuciu, J. Idier, and J.-F. Giovannelli,
Regularized estimation of mixed spectra using a circular
Gibbs-Markov model,
IEEE Transactions on Signal Processing, vol. 49, no.
10, 2201--2213, Oct. 2001.
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J.-F. Giovannelli and J. Idier,
Bayesian interpretation of periodograms,
IEEE Transactions on Signal Processing, vol. 49, no.
7, 1988--1996, July 2001.
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[Giovannelli01b]
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J.-F. Giovannelli, J. Idier, G. Desodt, and D. Muller,
Regularized adaptive long autoregressive spectral analysis,
IEEE Transactions on Geoscience and Remote Sensing,
vol. 39, no. 10, 2194--2202, Oct. 2001.
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J. Idier,
Convex half-quadratic criteria and interacting auxiliary
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F. Champagnat and J. Idier,
On the correlation structure of unilateral AR processes on the
plane,
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F. Champagnat, J. Idier, and Y. Goussard,
Stationary Markov random fields on a rectangular finite
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IEEE Transactions on Information Theory, vol. 44, no.
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J. Idier and J.-F. Giovannelli,
Structural stability of least squares prediction methods,
IEEE Transactions on Signal Processing, vol. 46, no.
11, 3109--3111, Nov. 1998.
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T. Martin and J. Idier,
Estimating a conductivity distribution via a FEM-based
nonlinear Bayesian method,
European Physical Journal, Applied Physics, vol. 1, 87--91,
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M. Nikolova, J. Idier, and A. Mohammad-Djafari,
Inversion of large-support ill-posed linear operators using a
piecewise Gaussian MRF,
IEEE Transactions on Image Processing, vol. 7, no. 4,
571--585, Apr. 1998.
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F. Champagnat, Y. Goussard, and J. Idier,
Unsupervised deconvolution of sparse spike trains using
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J. Idier and Y. Goussard,
Markov modeling for Bayesian restoration of two-dimensional
layered structures,
IEEE Transactions on Information Theory, vol. 39, no.
4, 1356--1373, July 1993.
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J. Idier and Y. Goussard,
Multichannel seismic deconvolution,
IEEE Transactions on Geoscience and Remote Sensing,
vol. 31, no. 5, 961--979, Sep. 1993.
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J. Idier and Y. Goussard,
Stack algorithm for recursive deconvolution of
Bernoulli-Gaussian processes,
IEEE Transactions on Geoscience and Remote Sensing,
vol. 28, no. 5, 975--978, Sep. 1990.
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