Journal papers

  • [DOI] Nans Laroche, Sébastien Bourguignon, Ewen Carcreff, Jérôme Idier, and Aroune Duclos. An inverse approach for ultrasonic imaging from full matrix capture data. Application to resolution enhancement in NDT. To appear, IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, 2020.
    [Bibtex]
    @article{Laroche20,
    author = {Nans Laroche and S\'ebastien Bourguignon and Ewen Carcreff and J\'er\^ome Idier and Aroune Duclos},
    title = {{An inverse approach for ultrasonic imaging from full matrix capture data. Application to resolution enhancement in NDT}},
    journal = {to appear, {{IEEE} {T}ransactions on {U}ltrasonics
    {F}erroelectrics and {F}requency {C}ontrol}},
    doi = {10.1109/TUFFC.2020.2990430},
    year = 2020
    }
  • [DOI] Mael Millardet, Saïd Moussaoui, Diana Mateus, Jérôme Idier, and Thomas Carlier. Local-mean preserving post-processing step for non-negativity enforcement in PET imaging: application to 90Y-PET. To appear, IEEE Transactions on Medical Imaging, 2020.
    [Bibtex]
    @article{Millardet20,
    title = {{Local-mean preserving post-processing step for non-negativity enforcement in PET imaging: application to 90Y-PET}},
    author = {Mael Millardet and Sa{\"i}d Moussaoui and Diana Mateus and J\'er\^ome Idier and Thomas Carlier},
    year = 2020,
    journal = {to appear, {{IEEE} {T}ransactions on {M}edical {I}maging}},
    doi = {10.1109/TMI.2020.3003428}
    }
  • [PDF] [DOI] Thanh T. Nguyen, Jérôme Idier, Charles Soussen, and El-Hadi Djermoune. Non-negative orthogonal greedy algorithms. IEEE Transactions on Signal Processing, 67(21):5643-5658, {N}ov. 2019.
    [Bibtex]
    @article{Nguyen19,
    author = {Thanh T. Nguyen and J\'er\^ome Idier and Charles Soussen and El-Hadi Djermoune},
    title = {Non-Negative Orthogonal Greedy Algorithms},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    year = 2019,
    pages = {5643-5658},
    volume = 67,
    number = 21,
    month = {{N}ov.},
    pdf = {https://hal.archives-ouvertes.fr/hal-02049424v2/document},
    doi = {10.1109/TSP.2019.2943225},
    date = {2019-11}
    }
  • [DOI] Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Yu-Ping Wang, and Mingxi Wan. A parallelizable framework for segmenting piecewise signals. IEEE Access, 7:13217-13229, 2019.
    [Bibtex]
    @article{Duan19,
    author = {Junbo Duan and Charles Soussen and David Brie and J\'er\^ome Idier and Yu-Ping Wang and Mingxi Wan},
    journal = {{IEEE Access}},
    title = {A Parallelizable Framework for Segmenting Piecewise Signals},
    year = 2019,
    volume = 7,
    pages = {13217-13229},
    doi = {10.1109/ACCESS.2018.2890077},
    issn = {2169-3536},
    date = {2019-07}
    }
  • [DOI] Junbo Duan, Jérôme Idier, Yu-Ping Wang, and Mingxi Wan. A joint least squares and least absolute deviation model. IEEE Signal Processing Letters, 26(4):543-547, {A}pr. 2019.
    [Bibtex]
    @article{Duan19b,
    author = {Junbo Duan and J\'er\^ome Idier and Yu-Ping Wang and Mingxi Wan},
    journal = {{{IEEE} {S}ignal {P}rocessing {L}etters}},
    title = {A Joint Least Squares and Least Absolute Deviation Model},
    year = 2019,
    volume = 26,
    number = 4,
    pages = {543-547},
    doi = {10.1109/LSP.2019.2897863},
    issn = {1070-9908},
    month = {{A}pr.},
    date = {2019-04}
    }
  • [PDF] [DOI] Arthur David, David Le Touzé, Karine Warin-Fresse, Perrine Paul-Gilloteaux, Félicien Bonnefoy, Jérôme Idier, Saïd Moussaoui, Patrice Guérin, and Jean-Michel Serfaty. In-vitro validation of 4D flow MR imaging measurements with an experimental pulsatile flow model. Diagnostic and Interventional Imaging, 100(1):17-23, jan. 2019.
    [Bibtex]
    @article{David19,
    author = {Arthur David and David {Le Touz\'e} and Karine Warin-Fresse and Perrine Paul-Gilloteaux and F\'elicien Bonnefoy and J\'er\^ome Idier and Sa{\"i}d Moussaoui and Patrice Gu\'erin and Jean-Michel Serfaty},
    title = {In-vitro validation of {4D} flow {MR} imaging measurements with an experimental pulsatile flow model},
    journal = {{Diagnostic and Interventional Imaging}},
    volume = 100,
    number = 1,
    pages = {17-23},
    year = 2019,
    month = {jan.},
    doi = {10.1016/j.diii.2018.08.012},
    comment = {http://www.sciencedirect.com/science/article/pii/S2211568418301979},
    pdf = {/home/user/Documents/pub/David19.pdf},
    date = {2019-01}
    }
  • [DOI] Guylaine Collewet, Saïd Moussaoui, Cécile Deligny, Tiphaine Lucas, and Jérôme and Idier. Multi-tissue partial volume quantification in multi-contrast MRI using an optimised spectral unmixing approach. Magnetic Resonance Imaging, 49:39-46, 2018.
    [Bibtex]
    @article{Collewet18,
    author = {Guylaine Collewet and Sa{\"i}d Moussaoui and C\'ecile Deligny and Tiphaine Lucas and and J\'er\^ome Idier},
    title = {Multi-tissue partial volume quantification in multi-contrast {MRI} using an optimised spectral unmixing approach},
    journal = {{{M}agnetic {R}esonance {I}maging}},
    volume = 49,
    pages = {39-46},
    year = 2018,
    doi = {10.1016/j.mri.2017.12.027}
    }
  • [PDF] [DOI] Jérôme Idier, Simon Labouesse, Penhuan Liu, Marc Allain, Sébastien Bourguignon, and Anne Sentenac. On the super-resolution capacity of imagers using unknown speckle illuminations. IEEE Transactions on Computational Imaging, 4(1):87-98, {M}ar. 2018.
    [Bibtex]
    @article{Idier18,
    author = {J\'er\^ome Idier and Simon Labouesse and Penhuan Liu and Marc Allain and S\'ebastien Bourguignon and Anne Sentenac},
    title = {On the super-resolution capacity of imagers using unknown speckle illuminations},
    journal = {{{IEEE} {T}ransactions on {C}omputational {I}maging}},
    year = 2018,
    month = {{M}ar.},
    volume = 4,
    number = 1,
    pages = {87-98},
    doi = {10.1109/TCI.2017.2771729},
    pdf = {pub/pubC/Idier18C.pdf}
    }
  • [DOI] Cédric Mehl, Jérôme Idier, and Benoît Fiorina. Evaluation of deconvolution modeling applied to numerical combustion. Combustion theory and modelling, pages 38-70, {J}an. 2018.
    [Bibtex]
    @article{Mehl18,
    author = {C\'edric Mehl and J\'er\^ome Idier and Beno{\^i}t Fiorina},
    title = {Evaluation of deconvolution modeling applied to numerical combustion},
    year = 2018,
    journal = {Combustion Theory and Modelling},
    pages = {38-70},
    month = {{J}an.},
    doi = {10.1080/13647830.2017.1358405}
    }
  • [DOI] Awoke Negash, Simon Labouesse, Patrick C. Chaumet, Kamal Belkebir, Hugues Giovannini, Marc Allain, Jérôme Idier, and Anne Sentenac. Two-photon speckle illumination for super-resolution microscopy. Journal of the Optical Society of America (A), 35(6):1028-1033, {J}une 2018.
    [Bibtex]
    @article{Negash18,
    author = {Awoke Negash and Simon Labouesse and Patrick C. Chaumet and Kamal Belkebir and Hugues Giovannini and Marc Allain and J\'er\^ome Idier and Anne Sentenac},
    title = {Two-photon speckle illumination for super-resolution microscopy},
    journal = {{{J}ournal of the {O}ptical {S}ociety of {A}merica
    ({A})}},
    number = 6,
    pages = {1028-1033},
    publisher = {OSA},
    volume = 35,
    month = {{J}une},
    year = 2018,
    doi = {10.1364/JOSAA.35.001028}
    }
  • [DOI] 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, Jérôme 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. $3\gamma$ medical imaging with a liquid xenon Compton camera and $^{44}$Sc radionuclide*. Acta physica polonica b, 48(10):1661-1667, 2017.
    [Bibtex]
    @article{Cussonneau17,
    author = {J.P. Cussonneau and J.M. Abaline and S. Acounis and N. Beaup\`ere and J.L. B\'eney and J. Bert and S. Bouvier and P. Briend and J. Butterworth and T. Carlier and H. Chanal and M. Ch\'erel and M. Dahoumane and S. Diglio and L. Gallego-Manzano and D. Giovagnoli and J\'er\^ome Idier and F. Kraeber-Bod\'er\'e and F. Lefebvre and O. Lemaire and P. {Le Ray} and S. Manen and J. Masbou and H. Mathez and E. Morteau and N. Pillet and L. Royer and M. Staempflin and J.S. Stutzmann and R. Vandaele and L. Virone and D. Visvikis and Y. Xin and Y. Zhu and D. Thers},
    title = {$3\gamma$ medical imaging with a liquid xenon {C}ompton camera and $^{44}${S}c radionuclide*},
    journal = {Acta Physica Polonica B},
    volume = 48,
    number = 10,
    pages = {1661-1667},
    year = 2017,
    doi = {10.5506/APhysPolB.48.1661}
    }
  • [PDF] [DOI] Simon Labouesse, Awoke Negash, Jérôme Idier, Sébastien Bourguignon, Thomas Mangeat, Penghuan Liu, Anne Sentenac, and Marc Allain. Joint reconstruction strategy for structured illumination microscopy with unknown illuminations. IEEE Transactions on Image Processing, 26(5):1-14, {M}ay 2017.
    [Bibtex]
    @article{Labouesse17,
    title = {Joint reconstruction strategy for structured illumination microscopy with unknown illuminations},
    author = {Labouesse, Simon and Negash, Awoke and J\'er\^ome Idier and Bourguignon, S\'ebastien and Thomas Mangeat and Liu, Penghuan and Sentenac, Anne and Allain, Marc},
    journal = {{{IEEE} {T}ransactions on {I}mage {P}rocessing}},
    year = 2017,
    month = {{M}ay},
    volume = 26,
    number = 5,
    pages = {1-14},
    doi = {10.1109/TIP.2017.2675200},
    pdf = {https://arxiv.org/pdf/1512.06260}
    }
  • [DOI] Rabih Amhaz, Sylvie Chambon, Jérôme Idier, and Vincent Baltazart. Automatic crack detection on two-dimensional pavement images: An algorithm based on minimal path selection. IEEE Transactions on Intelligent Transportation Systems, 17(10):2718-2729, {O}ct. 2016.
    [Bibtex]
    @article{Amhaz16,
    author = {Rabih Amhaz and Sylvie Chambon and J\'er\^ome Idier and Vincent Baltazart},
    title = {Automatic crack detection on Two-Dimensional pavement images: {A}n algorithm based on minimal path selection},
    year = 2016,
    journal = {{{IEEE} {T}ransactions on {I}ntelligent
    {T}ransportation {S}ystems}},
    volume = 17,
    number = 10,
    pages = {2718-2729},
    doi = {10.1109/TITS.2015.2477675},
    month = {{O}ct.}
    }
  • [DOI] Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, Mingxi Wan, and Yu-Ping Wang. Generalized LASSO with under-determined regularization matrices. Signal Processing, 127:239-246, 2016.
    [Bibtex]
    @article{Duan16,
    title = {Generalized {LASSO} with under-determined regularization matrices},
    author = {Junbo Duan and Charles Soussen and David Brie and J\'er\^ome Idier and Mingxi Wan and Yu-Ping Wang},
    journal = {{{S}ignal {P}rocessing}},
    volume = 127,
    pages = {239-246},
    year = 2016,
    issn = {0165-1684},
    doi = {10.1016/j.sigpro.2016.03.001},
    comment = {http://www.sciencedirect.com/science/article/pii/S0165168416000888}
    }
  • [DOI] Awoke Negash, Simon Labouesse, Nicolas Sandeau, Marc Allain, Hugues Giovannini, Jérôme Idier, Rainer Heintzmann, Patrick C. Chaumet, Kamal Belkebir, and Anne Sentenac. Improving the axial and lateral resolution of three-dimensional fluorescence microscopy using random speckle illuminations. Journal of the Optical Society of America (A), 33(6):1089-1094, {J}une 2016.
    [Bibtex]
    @article{Negash16,
    author = {Awoke Negash and Simon Labouesse and Nicolas Sandeau and Marc Allain and Hugues Giovannini and J\'er\^ome Idier and Rainer Heintzmann and Patrick C. Chaumet and Kamal Belkebir and Anne Sentenac},
    title = {Improving the axial and lateral resolution of three-dimensional fluorescence microscopy using random speckle illuminations},
    journal = {{{J}ournal of the {O}ptical {S}ociety of {A}merica
    ({A})}},
    number = 6,
    pages = {1089-1094},
    publisher = {OSA},
    volume = 33,
    month = {{J}une},
    year = 2016,
    doi = {10.1364/JOSAA.33.001089}
    }
  • [DOI] Julien Picaud, Guylaine Collewet, and Jérôme Idier. Quantification of mass fat fraction in fish using water-fat separation MRI. Magnetic Resonance Imaging, 34(1):44-50, {J}an. 2016.
    [Bibtex]
    @article{Picaud16,
    author = {Julien Picaud and Guylaine Collewet and J\'er\^ome Idier},
    title = {Quantification of mass fat fraction in fish using water-fat separation {MRI}},
    month = {{J}an.},
    journal = {{{M}agnetic {R}esonance {I}maging}},
    volume = 34,
    number = 1,
    pages = {44-50},
    doi = {10.1016/j.mri.2015.10.004},
    year = 2016
    }
  • [DOI] Corentin Friedrich, Sébastien Bourguignon, Jérôme Idier, and Yves Goussard. Reconstruction of 3-D microwave images based on a Block-BiCGStab algorithm. Journal of physics: conference series, 657:012014 (5th International Workshop on New Computational Methods for Inverse Problems, Cachan, France, {M}ay 2015), 2015.
    [Bibtex]
    @article{Friedrich15a,
    author = {Corentin Friedrich and S\'ebastien Bourguignon and J\'er\^ome Idier and Yves Goussard},
    title = {Reconstruction of {3-D} Microwave Images based on a {B}lock-{B}i{CGS}tab Algorithm},
    journal = {Journal of Physics: Conference Series},
    editor = {IOP Publishing},
    pages = {012014 (5th International Workshop on New Computational Methods for Inverse Problems, Cachan, France, {M}ay 2015)},
    year = 2015,
    volume = 657,
    address = {Cachan, France},
    doi = {10.1088/1742-6596/657/1/012014},
    comment = {NCMIP (5th International Workshop on New Computational Methods for Inverse Problems), 29 mai}
    }
  • [PDF] [DOI] Clément Gilavert, Saïd Moussaoui, and Jérôme Idier. Efficient Gaussian sampling for solving large-scale inverse problems using MCMC. IEEE Transactions on Signal Processing, 63(1):70-80, {J}an. 2015.
    [Bibtex]
    @article{Gilavert15,
    author = {Cl\'ement Gilavert and Sa{\"i}d Moussaoui and J\'er\^ome Idier},
    title = {Efficient {G}aussian sampling for solving large-scale inverse problems using {MCMC}},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    year = 2015,
    month = {{J}an.},
    volume = 63,
    number = 1,
    pages = {70-80},
    doi = {10.1109/TSP.2014.2367457 },
    url = {https://arxiv.org/pdf/1409.0606},
    pdf = {pub/pubC/Gilavert15C.pdf}
    }
  • [PDF] [DOI] Charles Soussen, Jérôme Idier, Junbo Duan, and David Brie. Homotopy based algorithms for l0-regularized least-squares. IEEE Transactions on Signal Processing, 63(13):3301-3316, {J}uly 2015.
    [Bibtex]
    @article{Soussen15,
    author = {Charles Soussen and J\'er\^ome Idier and Junbo Duan and David Brie},
    title = {Homotopy based algorithms for l0-regularized least-squares},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    month = {{J}uly},
    year = 2015,
    volume = 63,
    number = 13,
    pages = {3301-3316},
    doi = {10.1109/TSP.2015.2421476},
    url = {http://arxiv.org/abs/1406.4802},
    pdf = {http://hal.archives-ouvertes.fr/hal-00948313/document}
    }
  • [PDF] [DOI] Ewen Carcreff, Sébastien Bourguignon, Jérôme Idier, and Laurent Simon. A linear model approach for ultrasonic inverse problems with attenuation and dispersion. IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, 61(7):1191-1203, {J}uly 2014.
    [Bibtex]
    @article{Carcreff14,
    author = {Ewen Carcreff and S\'ebastien Bourguignon and J\'er\^ome Idier and Laurent Simon},
    title = {A Linear Model Approach for Ultrasonic Inverse Problems With Attenuation and Dispersion},
    journal = {{{IEEE} {T}ransactions on {U}ltrasonics
    {F}erroelectrics and {F}requency {C}ontrol}},
    volume = 61,
    number = 7,
    pages = {1191-1203},
    month = {{J}uly},
    year = 2014,
    pdf = {http://hal.archives-ouvertes.fr/hal-01005337/document},
    doi = {10.1109/TUFFC.2014.3018}
    }
  • [DOI] Emilie Chouzenoux, Maxime Legendre, Saïd Moussaoui, and Jérôme 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, 7(1):59-69, {J}an. 2014.
    [Bibtex]
    @article{Chouzenoux14,
    author = {Emilie Chouzenoux and Maxime Legendre and Sa{\"i}d Moussaoui and J\'er\^ome Idier},
    title = {Fast Constrained Least Squares Spectral Unmixing using Primal-Dual Interior-Point Optimization},
    journal = {{{IEEE} {J}ournal of {S}elected {T}opics in
    {A}pplied {E}arth {O}bservations and {R}emote
    {S}ensing}},
    year = 2014,
    month = {{J}an.},
    volume = 7,
    number = 1,
    pages = {59-69},
    doi = {10.1109/JSTARS.2013.2266732}
    }
  • [DOI] Pauline Trouvé-Peloux, Frédéric Champagnat, Guy Le Besnerais, and Jérôme Idier. A theoretical performance model for single image depth from defocus. Journal of the Optical Society of America (A), 31(12):2650-2662, 2014.
    [Bibtex]
    @article{Trouve14,
    author = {Pauline Trouv\'e-Peloux and Fr\'ed\'eric Champagnat and Guy {Le Besnerais} and J\'er\^ome Idier},
    title = {A theoretical performance model for single image depth from defocus},
    journal = {{{J}ournal of the {O}ptical {S}ociety of {A}merica
    ({A})}},
    year = 2014,
    volume = 31,
    number = 12,
    pages = {2650-2662},
    doi = {10.1364/JOSAA.31.002650}
    }
  • [PDF] [DOI] Emilie Chouzenoux, Saïd Moussaoui, Maxime Legendre, and Jérôme Idier. Algorithme primal-dual de points intérieurs pour l’estimation pénalisée des cartes d’abondances en imagerie hyperspectrale. Traitement du Signal, 30(1-2):35-59, 2013.
    [Bibtex]
    @article{Chouzenoux13,
    author = {Emilie Chouzenoux and Sa{\"i}d Moussaoui and Maxime Legendre and J\'er\^ome Idier},
    title = {Algorithme primal-dual de points int\'erieurs pour l'estimation p\'enalis\'ee des cartes d'abondances en imagerie hyperspectrale},
    journal = {{{T}raitement du {S}ignal}},
    year = 2013,
    pages = {35-59},
    volume = 30,
    number = {1-2},
    pdf = {http://hal.archives-ouvertes.fr/hal-00808278/document},
    doi = {10.3166/ts.30.35-59}
    }
  • [DOI] Guylaine Collewet, Jérôme Bugeon, Jérôme Idier, Stéphane Quellec, Benjamin Quittet, Mireille Cambert, and Pierrick Haffray. Rapid quantification of muscle fat content and subcutaneous adipose tissue in fish using MRI. Food chemistry, 138(2-3):2008-2015, 2013.
    [Bibtex]
    @article{Collewet13,
    author = {Guylaine Collewet and J\'er\^ome Bugeon and J\'er\^ome Idier and St\'ephane Quellec and Benjamin Quittet and Mireille Cambert and Pierrick Haffray},
    title = {Rapid quantification of muscle fat content and subcutaneous adipose tissue in fish using {MRI}},
    journal = {Food Chemistry},
    volume = 138,
    number = {2-3},
    pages = {2008-2015},
    year = 2013,
    doi = {10.1016/j.foodchem.2012.09.131}
    }
  • [PDF] [DOI] Cédric Herzet, Charles Soussen, Jérôme Idier, and Rémi Gribonval. Exact recovery conditions for sparse representations with partial support information. IEEE Transactions on Information Theory, 59(11):7509-7524, {N}ov. 2013.
    [Bibtex]
    @article{Herzet13,
    author = {C\'edric Herzet and Charles Soussen and J\'er\^ome Idier and R\'emi Gribonval},
    title = {Exact Recovery Conditions for Sparse Representations with Partial Support Information},
    journal = {{{IEEE} {T}ransactions on {I}nformation {T}heory}},
    year = 2013,
    pages = {7509-7524},
    volume = 59,
    number = 11,
    month = {{N}ov.},
    pdf = {http://hal.archives-ouvertes.fr/IRCCYN-ADTSI/hal-00907646/document},
    doi = {10.1109/TIT.2013.2278179}
    }
  • [DOI] Charles Soussen, Rémi Gribonval, Jérôme Idier, and Cédric Herzet. Joint k-step analysis of orthogonal matching pursuit and orthogonal least squares. IEEE Transactions on Information Theory, 59:3158-3174, {M}ay 2013.
    [Bibtex]
    @article{Soussen13a,
    author = {Charles Soussen and R\'emi Gribonval and J\'er\^ome Idier and C\'edric Herzet},
    title = {Joint {k}-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares},
    journal = {{{IEEE} {T}ransactions on {I}nformation {T}heory}},
    year = 2013,
    volume = 59,
    pages = {3158-3174},
    month = {{M}ay},
    doi = {10.1109/TIT.2013.2238606}
    }
  • [DOI] Pauline Trouvé, Frédéric Champagnat, Guy Le Besnerais, Jacques Sabater, Thierry Avignon, and Jérôme Idier. Passive depth estimation using chromatic aberration and a depth from defocus approach. Applied Optics, 52(29):7152-7164, 2013.
    [Bibtex]
    @article{Trouve13b,
    author = {Pauline Trouv\'e and Fr\'ed\'eric Champagnat and Guy {Le Besnerais} and Jacques Sabater and Thierry Avignon and J\'er\^ome Idier},
    title = {Passive depth estimation using chromatic aberration and a depth from defocus approach},
    journal = {{{A}pplied {O}ptics}},
    year = 2013,
    volume = 52,
    number = 29,
    pages = {7152-7164},
    doi = {10.1364/AO.52.007152}
    }
  • [DOI] Emilie Chouzenoux, Saïd Moussaoui, and Jérôme Idier. Majorize-minimize linesearch for inversion methods involving barrier function optimization. Inverse Problems, 28:065011 (24 pages), {O}ct. 2012.
    [Bibtex]
    @article{Chouzenoux12,
    author = {Emilie Chouzenoux and Sa{\"i}d Moussaoui and J\'er\^ome Idier},
    title = {Majorize-Minimize linesearch for inversion methods involving barrier function optimization},
    journal = {{{I}nverse {P}roblems}},
    volume = 28,
    month = {{O}ct.},
    year = 2012,
    pages = {065011 (24 pages)},
    doi = {10.1088/0266-5611/28/6/065011}
    }
  • [DOI] Junbo Duan, Charles Soussen, David Brie, Jérôme Idier, and Yu-Ping Wang. On LARS/homotopy equivalence conditions for over-determined LASSO. IEEE Signal Processing Letters, 19(12), {D}ec. 2012.
    [Bibtex]
    @article{Duan12,
    author = {Junbo Duan and Charles Soussen and David Brie and J\'er\^ome Idier and Yu-Ping Wang},
    title = {On {LARS}/homotopy equivalence conditions for over-determined {LASSO}},
    journal = {{{IEEE} {S}ignal {P}rocessing {L}etters}},
    year = 2012,
    month = {{D}ec.},
    volume = 19,
    number = 12,
    doi = {10.1109/LSP.2012.2221712}
    }
  • [DOI] Charles Soussen, Jérôme Idier, Ewen Carcreff, Laurent Simon, and Catherine Potel. Ultrasonic non destructive testing based on sparse deconvolution. Journal of physics: conference series, 353:012018 (10th Anglo-French Physical Acoustics Conference, Fréjus, France, {J}an. 2011), 2012.
    [Bibtex]
    @article{Soussen12,
    author = {Charles Soussen and J\'er\^ome Idier and Ewen Carcreff and Laurent Simon and Catherine Potel},
    title = {Ultrasonic non destructive testing based on sparse deconvolution},
    year = 2012,
    journal = {Journal of Physics: Conference Series},
    editor = {IOP Publishing},
    volume = 353,
    pages = {012018 (10th Anglo-French Physical Acoustics Conference, Fr\'ejus, France, {J}an. 2011)},
    comment = {10th Anglo-French Physical Acoustics Conference, janv 2011},
    doi = {10.1088/1742-6596/353/1/012018}
    }
  • [DOI] Paul-Andre Barrière, Jérôme Idier, Yves Goussard, and Jean-Jacques Laurin. Contrast source inversion method applied to relatively high contrast objects [selected as part of the 2011 Inverse Problems Highlights]. Inverse Problems, 27, {O}ct. 2011.
    [Bibtex]
    @article{Barriere11,
    author = {Paul-Andre Barri\`ere and J\'er\^ome Idier and Yves Goussard and Jean-Jacques Laurin},
    title = {Contrast source inversion method applied to relatively high contrast objects [selected as part of the 2011 {I}nverse {P}roblems {H}ighlights]},
    journal = {{{I}nverse {P}roblems}},
    volume = 27,
    year = 2011,
    month = {{O}ct.},
    doi = {10.1088/0266-5611/27/7/075012},
    comment = {selected as part of the 2011 Inverse Problems Highlights}
    }
  • [PDF] [DOI] Emilie Chouzenoux, Jérôme Idier, and Saïd Moussaoui. A majorize-minimize strategy for subspace optimization applied to image restoration. IEEE Transactions on Image Processing, 20(6):1517-1528, {J}uly 2011.
    [Bibtex]
    @article{Chouzenoux11,
    author = {Emilie Chouzenoux and J\'er\^ome Idier and Sa{\"i}d Moussaoui},
    title = {A Majorize-Minimize Strategy for Subspace Optimization Applied to Image Restoration},
    year = 2011,
    journal = {{{IEEE} {T}ransactions on {I}mage {P}rocessing}},
    volume = 20,
    pages = {1517-1528},
    number = 6,
    month = {{J}uly},
    pdf = {pub/pubC/Chouzenoux11C.pdf},
    doi = {10.1109/TIP.2010.2103083}
    }
  • [DOI] Cédric Févotte and Jérôme Idier. Algorithms for nonnegative matrix factorization with the beta-divergence. Neural Computation, 23(9):2421-2456, {S}ep. 2011.
    [Bibtex]
    @article{Fevotte11,
    author = {C\'edric F\'evotte and J\'er\^ome Idier},
    title = {Algorithms for nonnegative matrix factorization with the beta-divergence},
    year = 2011,
    journal = {{{N}eural {C}omputation}},
    month = {{S}ep.},
    pages = {2421-2456},
    volume = 23,
    number = 9,
    doi = {10.1162/NECO_a_00168}
    }
  • [DOI] Di Ge, Jérôme Idier, and Éric Le Carpentier. Enhanced sampling schemes for MCMC based blind Bernoulli-Gaussian deconvolution. Signal Processing, 91(4):759-772, {A}pr. 2011.
    [Bibtex]
    @article{Ge11,
    author = {Di Ge and J\'er\^ome Idier and \'Eric {Le Carpentier}},
    title = {Enhanced sampling schemes for {MCMC} based blind {B}ernoulli-{G}aussian deconvolution},
    journal = {{{S}ignal {P}rocessing}},
    year = 2011,
    month = {{A}pr.},
    volume = 91,
    number = 4,
    pages = {759-772},
    doi = {10.1016/j.sigpro.2010.08.009}
    }
  • [DOI] Di Ge, Éric Le Carpentier, Jérôme Idier, and Dario Farina. Spike sorting by stochastic simulation. IEEE Transactions on Neural Systems Rehabilitation Engineering, 19(3):249-259, {J}une 2011.
    [Bibtex]
    @article{Ge11a,
    author = {Di Ge and \'Eric {Le Carpentier} and J\'er\^ome Idier and Dario Farina},
    title = {Spike Sorting by Stochastic Simulation},
    journal = {{{IEEE} {T}ransactions on {N}eural {S}ystems
    {R}ehabilitation {E}ngineering}},
    year = 2011,
    month = {{J}une},
    volume = 19,
    number = 3,
    pages = {249-259},
    doi = {10.1109/TNSRE.2011.2112780}
    }
  • [PDF] [DOI] Laurent Risser, Thomas Vincent, Jérôme Idier, Florence Forbes, and Philippe 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, 65(3):325-338, 2011.
    [Bibtex]
    @article{Risser11,
    author = {Laurent Risser and Thomas Vincent and J\'er\^ome Idier and Florence Forbes and Philippe Ciuciu},
    title = {Min-max extrapolation scheme for fast estimation of {3D} {P}otts field partition functions. {A}pplication to the joint detection-estimation of brain activity in {fMRI}},
    journal = {{{J}ournal of {S}ignal {P}rocessing {S}ystems}},
    year = 2011,
    volume = 65,
    number = 3,
    pages = {325-338},
    doi = {10.1007/s11265-010-0505-6},
    pdf = {pub/Risser11.pdf},
    comment = {Journal of Signal Processing Systems - papier invite apres MLSP}
    }
  • [PDF] [DOI] Charles Soussen, Jérôme Idier, David Brie, and Junbo Duan. From Bernoulli-Gaussian deconvolution to sparse signal restoration. IEEE Transactions on Signal Processing, 59(10):4572-4584, {O}ct. 2011.
    [Bibtex]
    @article{Soussen11,
    author = {Charles Soussen and J\'er\^ome Idier and David Brie and Junbo Duan},
    title = {From {B}ernoulli-{G}aussian deconvolution to sparse signal restoration},
    year = 2011,
    volume = 59,
    number = 10,
    month = {{O}ct.},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    pages = {4572-4584},
    pdf = {pub/pubC/Soussen11C.pdf},
    doi = {10.1109/TSP.2011.2160633}
    }
  • [PDF] [DOI] Paul-Andre Barrière, Jérôme Idier, Yves Goussard, and Jean-Jacques 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, 58(12):4015-4024, {D}ec. 2010.
    [Bibtex]
    @article{Barriere10,
    author = {Paul-Andre Barri\`ere and J\'er\^ome Idier and Yves Goussard and Jean-Jacques Laurin},
    title = {Fast solutions of the {2D} inverse scattering problem based on a {TSVD} approximation of the internal field for the forward model},
    journal = {{{IEEE} {T}ransactions on {A}ntennas and
    {P}ropagation}},
    volume = 58,
    number = 12,
    pages = {4015-4024},
    month = {{D}ec.},
    year = 2010,
    pdf = {pub/pubC/Barriere10C.pdf},
    doi = {10.1109/TAP.2010.2078440},
    issn = {0018-926X}
    }
  • [PDF] [DOI] Hervé Carfantan and Jérôme Idier. Statistical linear destriping of satellite-based pushbroom-type images. IEEE Transactions on Geoscience and Remote Sensing, 48(4):1860-1871, {A}pr. 2010.
    [Bibtex]
    @article{Carfantan10,
    author = {Herv\'e Carfantan and J\'er\^ome Idier},
    title = {Statistical linear destriping of Satellite-Based Pushbroom-Type Images},
    journal = {{{IEEE} {T}ransactions on {G}eoscience and {R}emote
    {S}ensing}},
    year = 2010,
    volume = 48,
    number = 4,
    pages = {1860-1871},
    month = {{A}pr.},
    pdf = {pub/pubC/Carfantan10C.pdf},
    doi = {10.1109/TGRS.2009.2033587}
    }
  • [PDF] [DOI] Emilie Chouzenoux, Saïd Moussaoui, Jérôme Idier, and François Mariette. Efficient maximum entropy reconstruction of nuclear magnetic resonance T1-T2 spectra. IEEE Transactions on Signal Processing, 58(12):6040-6051, {D}ec. 2010.
    [Bibtex]
    @article{Chouzenoux10b,
    author = {Emilie Chouzenoux and Sa{\"i}d Moussaoui and J\'er\^ome Idier and Fran{\c c}ois Mariette},
    title = {Efficient Maximum Entropy Reconstruction of Nuclear Magnetic Resonance {T1-T2} Spectra},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    year = 2010,
    volume = 58,
    number = 12,
    month = {{D}ec.},
    pages = {6040-6051},
    pdf = {pub/pubC/Chouzenoux10bC.pdf},
    doi = {10.1109/TSP.2010.2071870}
    }
  • [PDF] [DOI] Christian Labat and Jérôme Idier. Convergence of conjugate gradient methods with a closed-form stepsize formula. Journal of Optimization Theory and Applications, 136(1):43-60, {J}an. 2008.
    [Bibtex]
    @article{Labat08,
    author = {Christian Labat and J\'er\^ome Idier},
    title = {Convergence of conjugate gradient methods with a closed-form stepsize formula},
    journal = {{{J}ournal of {O}ptimization {T}heory and
    {A}pplications}},
    volume = 136,
    number = 1,
    month = {{J}an.},
    year = 2008,
    pages = {43-60},
    pdf = {pub/Labat08.pdf},
    comment = {accepte le 8 janvier 2007},
    doi = {10.1007/s10957-007-9306-x}
    }
  • [PDF] [DOI] Salima Makni, Jérôme Idier, Thomas Vincent, Bertrand Thirion, Ghislaine Dehaene-Lambertz, and Philippe Ciuciu. A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI. Neuroimage, 41(3):941-969, {J}uly 2008.
    [Bibtex]
    @article{Makni08,
    author = {Salima Makni and J\'er\^ome Idier and Thomas Vincent and Bertrand Thirion and Ghislaine Dehaene-Lambertz and Philippe Ciuciu},
    title = {A fully {B}ayesian approach to the parcel-based detection-estimation of brain activity in {fMRI}},
    journal = {{{N}euroimage}},
    year = 2008,
    pages = {941-969},
    volume = 41,
    number = 3,
    month = {{J}uly},
    doi = {10.1016/j.neuroimage.2008.02.017},
    pdf = {pub/Makni08.pdf}
    }
  • [DOI] Charles Soussen and Jérôme 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, 17(3):033011 (19 pages), {A}ug. 2008.
    [Bibtex]
    @article{Soussen08,
    author = {Charles Soussen and J\'er\^ome Idier},
    title = {Reconstruction of three-dimensional localized objects from limited angle {X}-ray projections: an approach based on sparsity and multigrid image representation},
    month = {{A}ug.},
    journal = {{{J}ournal of {E}lectronic {I}maging}},
    volume = 17,
    number = 3,
    year = 2008,
    pages = {033011 (19 pages)},
    numpages = 19,
    doi = {10.1117/1.2954960}
    }
  • Thomas Veit, Jérôme Idier, and Saïd Moussaoui. Rééchantillonnage de l’échelle dans les algorithmes MCMC pour les problèmes inverses bilinéaires. Traitement du Signal, 25(4):329-343, 2008.
    [Bibtex]
    @article{Veit08,
    author = {Thomas Veit and J\'er\^ome Idier and Sa{\"i}d Moussaoui},
    title = {R\'e\'echantillonnage de l'\'echelle dans les algorithmes {MCMC} pour les probl\`emes inverses bilin\'eaires},
    journal = {{{T}raitement du {S}ignal}},
    volume = 25,
    number = 4,
    year = 2008,
    pages = {329-343}
    }
  • [PDF] [DOI] Marc Allain and Jérôme Idier. Efficient binary reconstruction for non destructive evaluation using gammagraphy. Inverse Problems, 23(4):1371–1393, 2007.
    [Bibtex]
    @article{Allain07a,
    author = {Marc Allain and J\'er\^ome Idier},
    title = {Efficient binary reconstruction for non destructive evaluation using gammagraphy},
    journal = {{{I}nverse {P}roblems}},
    year = 2007,
    volume = 23,
    number = 4,
    pages = {1371--1393},
    pdf = {pub/Allain07a.pdf},
    doi = {10.1088/0266-5611/23/4/002}
    }
  • [PDF] [DOI] Sébastien Bourguignon, Hervé Carfantan, and Jérôme Idier. A sparsity-based method for the estimation of spectral lines from irregularly sampled data. IEEE Journal of Selected Topics in Signal Processing, 1(4):575-585, {D}ec. 2007. Issue: Convex Optimization Methods for Signal Processing
    [Bibtex]
    @article{Bourguignon07,
    author = {S\'ebastien Bourguignon and Herv\'e Carfantan and J\'er\^ome Idier},
    title = {A sparsity-based method for the estimation of spectral lines from irregularly sampled data},
    journal = {{{IEEE} {J}ournal of {S}elected {T}opics in {S}ignal
    {P}rocessing}},
    year = 2007,
    volume = 1,
    number = 4,
    pages = {575-585},
    month = {{D}ec.},
    note = {Issue: Convex Optimization Methods for Signal Processing},
    pdf = {pub/pubC/Bourguignon07C.pdf},
    doi = {10.1109/JSTSP.2007.910275}
    }
  • [PDF] [DOI] Marc Allain, Jérôme Idier, and Yves Goussard. On global and local convergence of half-quadratic algorithms. IEEE Transactions on Image Processing, 15(5):1130-1142, {M}ay 2006.
    [Bibtex]
    @article{Allain06,
    author = {Marc Allain and J\'er\^ome Idier and Yves Goussard},
    title = {On global and local convergence of half-quadratic algorithms},
    month = {{M}ay},
    pages = {1130-1142},
    journal = {{{IEEE} {T}ransactions on {I}mage {P}rocessing}},
    year = 2006,
    volume = 15,
    number = 5,
    pdf = {pub/pubC/Allain06C.pdf},
    doi = {10.1109/TIP.2005.864173}
    }
  • [PDF] [DOI] Manuel Davy, Simon J. Godsill, and Jérôme Idier. Bayesian analysis of polyphonic western tonal music. Journal of Acoustical Society America, 119(4):2498-2517, {A}pr. 2006.
    [Bibtex]
    @article{Davy06,
    author = {Manuel Davy and Simon J. Godsill and J\'er\^ome Idier},
    title = {Bayesian analysis of polyphonic western tonal music},
    volume = 119,
    pages = {2498-2517},
    number = 4,
    month = {{A}pr.},
    journal = {{{J}ournal of {A}coustical {S}ociety {A}merica}},
    year = 2006,
    pdf = {pub/Davy06.pdf},
    doi = {10.1121/1.2168548}
    }
  • [PDF] [DOI] Hichem Snoussi and Jérôme Idier. Bayesian blind separation of generalized hyperbolic processes in noisy and underdeterminate mixtures. IEEE Transactions on Signal Processing, 54(9):3257-3269, {S}ep. 2006.
    [Bibtex]
    @article{Snoussi06,
    author = {Hichem Snoussi and J\'er\^ome Idier},
    title = {Bayesian Blind Separation of Generalized Hyperbolic Processes in Noisy and Underdeterminate Mixtures},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    year = 2006,
    volume = 54,
    number = 9,
    month = {{S}ep.},
    pages = {3257-3269},
    pdf = {pub/pubC/Snoussi06C.pdf},
    doi = {10.1109/TSP.2006.877660}
    }
  • Jérôme Idier, Laurent Mugnier, and Guy Le Besnerais. Traitement de données expérimentales et problèmes inverses. La lettre aaaf (association aéronautique et astronautique de france), (4):10-12, {A}pr. 2005.
    [Bibtex]
    @article{Idier05a,
    author = {J\'er\^ome Idier and Laurent Mugnier and Guy {Le Besnerais}},
    title = {Traitement de donn\'ees exp\'erimentales et probl\`emes inverses},
    year = 2005,
    journal = {La Lettre AAAF (Association A\'eronautique et Astronautique de France)},
    pages = {10-12},
    number = 4,
    month = {{A}pr.},
    comment = {onera/AAAF/LettreAAAF4-05.pdf.gz}
    }
  • [PDF] Jérôme Idier, Laurent Mugnier, and Amandine Blanc. Statistical behavior of joint least square estimation in the phase diversity context. IEEE Transactions on Image Processing, 14(12):2107-2116, {D}ec. 2005.
    [Bibtex]
    @article{Idier05b,
    author = {J\'er\^ome Idier and Laurent Mugnier and Amandine Blanc},
    title = {Statistical behavior of joint least square estimation in the phase diversity context},
    journal = {{{IEEE} {T}ransactions on {I}mage {P}rocessing}},
    volume = 14,
    number = 12,
    month = {{D}ec.},
    year = 2005,
    pages = {2107-2116},
    pdf = {pub/pubC/Idier05bC.pdf}
    }
  • [PDF] Salima Makni, Philippe Ciuciu, Jérôme Idier, and Jean-Baptiste Poline. Joint detection-estimation of brain activity in functional MRI: a multichannel deconvolution solution. IEEE Transactions on Signal Processing, 53(9):3488-3502, {S}ep. 2005.
    [Bibtex]
    @article{Makni05,
    author = {Salima Makni and Philippe Ciuciu and J\'er\^ome Idier and Jean-Baptiste Poline},
    title = {Joint detection-estimation of brain activity in functional {MRI}: a multichannel deconvolution solution},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    year = 2005,
    volume = 53,
    number = 9,
    month = {{S}ep.},
    pages = {3488-3502},
    pdf = {pub/pubC/Makni05C.pdf}
    }
  • [PDF] Vincent Mazet, Cédric Carteret, David Brie, Jérôme Idier, and Bernard Humbert. Background removal from spectra by designing and minimising a non-quadratic cost function. Chemometrics and intelligent laboratory systems, 76:121-133, 2005.
    [Bibtex]
    @article{Mazet05,
    author = {Vincent Mazet and C\'edric Carteret and David Brie and J\'er\^ome Idier and Bernard Humbert},
    title = {Background Removal from Spectra by Designing and Minimising a Non-Quadratic Cost Function},
    journal = {Chemometrics and Intelligent Laboratory Systems},
    year = 2005,
    volume = 76,
    numero = 2,
    pages = {121-133},
    pdf = {pub/Mazet05.pdf}
    }
  • [PDF] Frédéric Champagnat and Jérôme Idier. A connection between half-quadratic criteria and EM algorithms. IEEE Signal Processing Letters, 11(9):709-712, {S}ep. 2004.
    [Bibtex]
    @article{Champagnat04,
    author = {Fr\'ed\'eric Champagnat and J\'er\^ome Idier},
    title = {A connection between half-quadratic criteria and {EM} algorithms},
    journal = {{{IEEE} {S}ignal {P}rocessing {L}etters}},
    pages = {709-712},
    volume = 11,
    number = 9,
    year = 2004,
    month = {{S}ep.},
    pdf = {pub/pubC/Champagnat04C.pdf}
    }
  • [PDF] [DOI] Amandine Blanc, Laurent Mugnier, and Jérôme Idier. Marginal estimation of aberrations and image restoration by use of phase diversity. Journal of the Optical Society of America (A), 20(6):1035-1045, {J}une 2003.
    [Bibtex]
    @article{Blanc03,
    author = {Amandine Blanc and Laurent Mugnier and J\'er\^ome Idier},
    title = {Marginal estimation of aberrations and image restoration by use of phase diversity},
    journal = {{{J}ournal of the {O}ptical {S}ociety of {A}merica
    ({A})}},
    year = 2003,
    pages = {1035-1045},
    month = {{J}une},
    volume = 20,
    number = 6,
    pdf = {pub/blanc03.pdf},
    doi = {10.1364/JOSAA.20.001035}
    }
  • [PDF] Philippe Ciuciu, Jean-Baptiste Poline, Guillaume Marrelec, Jérôme Idier, Christophe Pallier, and Habib Benali. Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment. IEEE Transactions on Medical Imaging, 22(10):1235–1251, {O}ct. 2003.
    [Bibtex]
    @article{Ciuciu03,
    author = {Philippe Ciuciu and Jean-Baptiste Poline and Guillaume Marrelec and J\'er\^ome Idier and Christophe Pallier and Habib Benali},
    title = {Unsupervised robust non-parametric estimation of the hemodynamic response function for any {fMRI} experiment},
    year = 2003,
    journal = {{{IEEE} {T}ransactions on {M}edical {I}maging}},
    volume = 22,
    number = 10,
    pages = {1235--1251},
    month = {{O}ct.},
    pdf = {pub/pubC/Ciuciu03C.pdf}
    }
  • [DOI] Gabriela Ciuperca, Andrea Ridolfi, and Jérôme Idier. Penalized maximum likelihood estimator for normal mixtures. Scandinavian Journal of Statistics, 30(1):45-59, {M}ar. 2003.
    [Bibtex]
    @article{Ciuperca03,
    author = {Gabriela Ciuperca and Andrea Ridolfi and J\'er\^ome Idier},
    title = {Penalized maximum likelihood estimator for normal mixtures},
    journal = {{{S}candinavian {J}ournal of {S}tatistics}},
    volume = 30,
    number = 1,
    month = {{M}ar.},
    pages = {45-59},
    year = 2003,
    doi = {10.1111/1467-9469.00317}
    }
  • [PDF] Nicolas Villain, Yves Goussard, Jérôme Idier, and Marc Allain. Three-dimensional edge-preserving image enhancement for computed tomography. IEEE Transactions on Medical Imaging, 22(10):1275-1287, {O}ct. 2003.
    [Bibtex]
    @article{Villain03,
    author = {Nicolas Villain and Yves Goussard and J\'er\^ome Idier and Marc Allain},
    title = {Three-dimensional Edge-Preserving Image Enhancement for Computed Tomography},
    journal = {{{IEEE} {T}ransactions on {M}edical {I}maging}},
    volume = 22,
    number = 10,
    pages = {1275-1287},
    year = 2003,
    month = {{O}ct.},
    pdf = {pub/pubC/Villain03C.pdf}
    }
  • [PDF] [DOI] Philippe Ciuciu and Jérôme Idier. A half-quadratic block-coordinate descent method for spectral estimation. Signal Processing, 82(7):941-959, {J}uly 2002.
    [Bibtex]
    @article{Ciuciu02,
    author = {Philippe Ciuciu and J\'er\^ome Idier},
    title = {A Half-Quadratic block-coordinate descent method for spectral estimation},
    year = 2002,
    journal = {{{S}ignal {P}rocessing}},
    volume = 82,
    number = 7,
    month = {{J}uly},
    pages = {941-959},
    pdf = {pub/Ciuciu02.pdf},
    doi = {10.1016/S0165-1684(02)00163-9}
    }
  • [PDF] Ali Mohammad-Djafari, Jean-François Giovannelli, Guy Demoment, and Jérôme Idier. Regularization, maximum entropy and probabilistic methods in mass spectrometry data processing problems. Int. journal of mass spectrometry, 215(1-3):175-193, {A}pr. 2002.
    [Bibtex]
    @article{Djafari02a,
    author = {Ali Mohammad-Djafari and Jean-Fran{\c c}ois Giovannelli and Guy Demoment and J\'er\^ome Idier},
    title = {Regularization, Maximum Entropy and Probabilistic Methods in Mass Spectrometry Data Processing Problems},
    journal = {Int. Journal of Mass Spectrometry},
    volume = 215,
    number = {1-3},
    pages = {175-193},
    year = 2002,
    month = {{A}pr.},
    pdf = {pub/Djafari02a.pdf}
    }
  • [PDF] Jean-François Giovannelli, Jérôme Idier, Redha Boubertakh, and Alain Herment. Unsupervised frequency tracking beyond the Nyquist frequency using Markov chains. IEEE Transactions on Signal Processing, 50(12):2906-2914, {D}ec. 2002.
    [Bibtex]
    @article{Giovannelli02,
    author = {Jean-Fran{\c c}ois Giovannelli and J\'er\^ome Idier and Redha Boubertakh and Alain Herment},
    title = {Unsupervised Frequency Tracking beyond the {N}yquist frequency using {M}arkov Chains},
    year = 2002,
    volume = 50,
    number = 12,
    pages = {2906-2914},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    month = {{D}ec.},
    pdf = {pub/pubC/Giovannelli02C.pdf}
    }
  • [PDF] Philippe Ciuciu, Jérôme Idier, and Jean-François Giovannelli. Regularized estimation of mixed spectra using a circular Gibbs-Markov model. IEEE Transactions on Signal Processing, 49(10):2201-2213, {O}ct. 2001.
    [Bibtex]
    @article{Ciuciu01,
    author = {Philippe Ciuciu and J\'er\^ome Idier and Jean-Fran{\c c}ois Giovannelli},
    title = {Regularized estimation of mixed spectra using a circular {G}ibbs-{Markov} model},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    year = 2001,
    volume = 49,
    number = 10,
    month = {{O}ct.},
    pages = {2201-2213},
    pdf = {pub/pubC/Ciuciu01C.pdf}
    }
  • [PDF] Jean-François Giovannelli and Jérôme Idier. Bayesian interpretation of periodograms. IEEE Transactions on Signal Processing, 49(7):1988-1996, {J}uly 2001.
    [Bibtex]
    @article{Giovannelli01,
    author = {Jean-Fran{\c c}ois Giovannelli and J\'er\^ome Idier},
    title = {Bayesian interpretation of periodograms},
    year = 2001,
    volume = 49,
    number = 7,
    pages = {1988-1996},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    month = {{J}uly},
    pdf = {pub/pubC/Giovannelli01C.pdf}
    }
  • [PDF] Jean-François Giovannelli, Jérôme Idier, Guy Desodt, and Daniel Muller. Regularized adaptive long autoregressive spectral analysis. IEEE Transactions on Geoscience and Remote Sensing, 39(10):2194-2202, {O}ct. 2001.
    [Bibtex]
    @article{Giovannelli01b,
    author = {Jean-Fran{\c c}ois Giovannelli and J\'er\^ome Idier and Desodt, Guy and Muller, Daniel},
    title = {Regularized Adaptive Long Autoregressive Spectral Analysis},
    year = 2001,
    volume = 39,
    number = 10,
    pages = {2194-2202},
    journal = {{{IEEE} {T}ransactions on {G}eoscience and {R}emote
    {S}ensing}},
    month = {{O}ct.},
    pdf = {pub/pubC/Giovannelli01bC.pdf}
    }
  • [PDF] Jérôme Idier. Convex half-quadratic criteria and interacting auxiliary variables for image restoration. IEEE Transactions on Image Processing, 10(7):1001-1009, {J}uly 2001.
    [Bibtex]
    @article{Idier01b,
    author = {J\'er\^ome Idier},
    title = {Convex half-quadratic criteria and interacting auxiliary variables for image restoration},
    year = 2001,
    journal = {{{IEEE} {T}ransactions on {I}mage {P}rocessing}},
    volume = 10,
    pages = {1001-1009},
    number = 7,
    month = {{J}uly},
    pdf = {pub/pubC/Idier01bC.pdf}
    }
  • Frédéric Champagnat and Jérôme Idier. On the correlation structure of unilateral AR processes on the plane. Advances in Applied Probability, 32:408-425, 2000.
    [Bibtex]
    @article{Champagnat00,
    author = {Fr\'ed\'eric Champagnat and J\'er\^ome Idier},
    title = {On the correlation structure of unilateral {AR} processes on the plane},
    journal = {{{A}dvances in {A}pplied {P}robability}},
    year = 2000,
    volume = 32,
    pages = {408-425}
    }
  • [PDF] Frédéric Champagnat, Jérôme Idier, and Yves Goussard. Stationary Markov random fields on a rectangular finite lattice. IEEE Transactions on Information Theory, 44(7):2901-2916, {N}ov. 1998.
    [Bibtex]
    @article{Champagnat98,
    author = {Fr\'ed\'eric Champagnat and J\'er\^ome Idier and Yves Goussard},
    title = {Stationary {M}arkov random fields on a rectangular finite lattice},
    journal = {{{IEEE} {T}ransactions on {I}nformation {T}heory}},
    year = 1998,
    month = {{N}ov.},
    volume = 44,
    number = 7,
    pages = {2901-2916},
    pdf = {pub/pubC/Champagnat98C.pdf}
    }
  • [PDF] Jérôme Idier and Jean-François Giovannelli. Structural stability of least squares prediction methods. IEEE Transactions on Signal Processing, 46(11):3109-3111, {N}ov. 1998.
    [Bibtex]
    @article{Idier98,
    author = {J\'er\^ome Idier and Jean-Fran{\c c}ois Giovannelli},
    title = {Structural stability of least squares prediction methods},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    year = 1998,
    month = {{N}ov.},
    volume = {46},
    number = {11},
    pages = {3109-3111},
    pdf = {pub/pubC/Idier98C.pdf}
    }
  • [DOI] Thierry Martin and Jérôme Idier. Estimating a conductivity distribution via a FEM-based nonlinear Bayesian method. European physical journal, applied physics, 1:87-91, {J}an. 1998.
    [Bibtex]
    @article{Martin98,
    author = {Thierry Martin and J\'er\^ome Idier},
    title = {Estimating a conductivity distribution via a {FEM}-based nonlinear {B}ayesian method},
    journal = {European Physical Journal, Applied Physics},
    year = 1998,
    month = {{J}an.},
    volume = 1,
    pages = {87-91},
    doi = {10.1051/epjap:1998121}
    }
  • [PDF] Mila Nikolova, Jérôme Idier, and Ali Mohammad-Djafari. Inversion of large-support ill-posed linear operators using a piecewise Gaussian MRF. IEEE Transactions on Image Processing, 7(4):571-585, {A}pr. 1998.
    [Bibtex]
    @article{Nikolova98,
    author = {Mila Nikolova and J\'er\^ome Idier and Ali Mohammad-Djafari},
    title = {Inversion of large-support ill-posed linear operators using a piecewise {G}aussian {MRF}},
    journal = {{{IEEE} {T}ransactions on {I}mage {P}rocessing}},
    year = 1998,
    month = {{A}pr.},
    volume = 7,
    number = 4,
    pages = {571-585},
    pdf = {pub/pubC/Nikolova98C.pdf}
    }
  • [PDF] Frédéric Champagnat, Yves Goussard, and Jérôme Idier. Unsupervised deconvolution of sparse spike trains using stochastic approximation. IEEE Transactions on Signal Processing, 44(12):2988-2998, {D}ec. 1996.
    [Bibtex]
    @article{Champagnat96a,
    author = {Fr\'ed\'eric Champagnat and Yves Goussard and J\'er\^ome Idier},
    title = {Unsupervised deconvolution of sparse spike trains using stochastic approximation},
    journal = {{{IEEE} {T}ransactions on {S}ignal {P}rocessing}},
    year = 1996,
    month = {{D}ec.},
    volume = 44,
    number = 12,
    pages = {2988-2998},
    pdf = {pub/pubC/Champagnat96aC.pdf}
    }
  • [PDF] Jérôme Idier and Yves Goussard. Markov modeling for Bayesian restoration of two-dimensional layered structures. IEEE Transactions on Information Theory, 39(4):1356-1373, {J}uly 1993.
    [Bibtex]
    @article{Idier93,
    author = {J\'er\^ome Idier and Yves Goussard},
    title = {{M}arkov modeling for {B}ayesian restoration of two-dimensional layered structures},
    journal = {{{IEEE} {T}ransactions on {I}nformation {T}heory}},
    year = 1993,
    month = {{J}uly},
    volume = {39},
    number = 4,
    pages = {1356-1373},
    pdf = {pub/pubC/Idier93C.pdf}
    }
  • [PDF] Jérôme Idier and Yves Goussard. Multichannel seismic deconvolution. IEEE Transactions on Geoscience and Remote Sensing, 31(5):961-979, {S}ep. 1993.
    [Bibtex]
    @article{Idier93a,
    author = {J\'er\^ome Idier and Yves Goussard},
    title = {Multichannel seismic deconvolution},
    journal = {{{IEEE} {T}ransactions on {G}eoscience and {R}emote
    {S}ensing}},
    year = 1993,
    month = {{S}ep.},
    volume = 31,
    number = 5,
    pages = {961-979},
    pdf = {pub/pubC/Idier93aC.pdf}
    }
  • [PDF] Jérôme Idier and Yves Goussard. Stack algorithm for recursive deconvolution of Bernoulli-Gaussian processes. IEEE Transactions on Geoscience and Remote Sensing, 28(5):975-978, {S}ep. 1990.
    [Bibtex]
    @article{Idier90,
    author = {J\'er\^ome Idier and Yves Goussard},
    title = {Stack algorithm for recursive deconvolution of {B}ernoulli-{G}aussian processes},
    journal = {{{IEEE} {T}ransactions on {G}eoscience and {R}emote
    {S}ensing}},
    year = 1990,
    month = {{S}ep.},
    volume = 28,
    number = 5,
    pages = {975-978},
    pdf = {pub/pubC/Idier90C.pdf}
    }