Ali_Mohammad-Djafari.bib

@ARTICLE{snoussi06b,
  AUTHOR = {{{Hichem Snoussi} AND {Ali Mohammad-Djafari}}},
  TITLE = {Estimation of Structured Gaussian Mixtures: the Inverse EM Algorithm},
  YEAR = 2006,
  JOURNAL = {{IEEE} {T}rans. on {S}ignal {P}rocessing},
  VOLUME = {accepted},
  NUMBER = {to appear},
  MONTH = {},
  PAGES = {},
  KEYWORDS = {Bayesian EM algorithm, Gaussian mixture},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/}
}

@ARTICLE{ichir06b,
  AUTHOR = {{{Mahieddine Ichir} AND {Ali Mohammad-Djafari}}},
  TITLE = {Hidden Markov Models for Blind Source Separation},
  YEAR = 2006,
  JOURNAL = {{IEEE} {T}rans. on {S}ignal {P}rocessing},
  VOLUME = {15},
  NUMBER = {7},
  MONTH = {Jul},
  PAGES = {1887-1899},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelet},
  LSSTYPE = {A},
  URL = {http://mahieddine.ichir.free.fr/common/publications/pdf/ieeeTIP05.pdf}
}

@ARTICLE{mousaoui06a,
  AUTHOR = {Moussaoui, S. AND Brie, D. AND Mohammad-Djafari, A. AND Carteret, C.},
  TITLE = {Separation of Non-negative Mixture of Non-negative Sources using a Bayesian Approach and MCMC Sampling},
  YEAR = 2006,
  JOURNAL = {{IEEE} {T}rans. on {S}ignal {P}rocessing},
  VOLUME = {54},
  NUMBER = {11},
  MONTH = {Nov},
  PAGES = {1:14},
  KEYWORDS = {Bayesian Blind Source Separation, Non-negative, MCMC},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/Ieee_SP04.pdf}
}

@ARTICLE{mohammadpour06a,
  AUTHOR = {Mohammadpour, A. AND Mohammad-Djafari, A.},
  TITLE = {Inference with the Median of a Prior},
  YEAR = 2006,
  JOURNAL = {{E}ntropy 2006},
  VOLUME = {8},
  MONTH = {},
  NUMBER = {2},
  PAGES = {67-87},
  KEYWORDS = {Inference, Median, Prior},
  LSSTYPE = {A},
  URL = {http://www.mdpi.org/entropy/htm/e8020067.htm}
}

@ARTICLE{humblot05a,
  AUTHOR = {Humblot, Fabrice AND Mohammad-Djafari, Ali},
  TITLE = {Super-{R}esolution using {H}idden {M}arkov {M}odel and {B}ayesian {D}etection {E}stimation {F}ramework},
  YEAR = 2006,
  JOURNAL = {{EURASIP} {J}ournal on {A}pplied {S}ignal {P}rocessing},
  VOLUME = {Special number on Super-Resolution Imaging: Analysis, Algorithms, and Applications},
  PAGES = {ID 36971, 16 pages},
  KEYWORDS = {Super-{R}esolution, HMM, Classification ; Segmentation},
  ANNOTE = {FH},
  LSSTYPE = {A},
  URL = {http://www.hindawi.com/GetArticle.aspx?doi=10.1155/ASP/2006/36971}
}

@ARTICLE{feron05b,
  AUTHOR = {F\'eron, O. AND Duch\^ene B. AND Mohammad-Djafari, A.},
  TITLE = {Microwave imaging of inhomogeneous objects made of a finite number of dielectric and conductive materials from experimental data},
  YEAR = 2005,
  JOURNAL = {{I}nverse {P}roblems},
  VOLUME = {21},
  NUMBER = {6},
  MONTH = {Dec},
  PAGES = {95-115},
  KEYWORDS = {Microwave imaging, Bayesian estimation, HMM, Mixture of Gaussians, Segmentation},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/}
}

@ARTICLE{brault05a,
  AUTHOR = {Brault, Patrice AND Mohammad-Djafari, Ali},
  TITLE = {Unsupervised Bayesian Wavelet Domain Segmentation Using a Potts-Markov Random Field Modeling},
  YEAR = 2005,
  JOURNAL = {{J}ournal of {E}lectronic {I}maging},
  VOLUME = {14},
  MONTH = {Oct-Dec},
  NUMBER = {4},
  PAGES = {043011-1:043011-16},
  KEYWORDS = {Wavelet, Segmentation},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/}
}

@ARTICLE{feron05a,
  AUTHOR = {F\'eron, Olivier AND Mohammad-Djafari, Ali},
  TITLE = {Image fusion and joint segmentation using an {MCMC} algorithm},
  YEAR = 2005,
  JOURNAL = {{J}ournal of {E}lectronic {I}maging},
  VOLUME = {14},
  MONTH = {Apr},
  NUMBER = {2},
  PAGES = {paper no. 023014},
  KEYWORDS = {Image fusion, MCMC, Classification, Segmentation},
  LSSTYPE = {A},
  URL = {http://arxiv.org/abs/physics/0403150}
}

@ARTICLE{soussen04a,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Polygonal and Polyhedral Contour Reconstruction in Computed Tomography},
  YEAR = 2004,
  JOURNAL = {{IEEE} {T}rans. on {I}mage {P}rocessing},
  VOLUME = {13},
  MONTH = {Nov},
  PAGES = {1507-1523},
  NUMBER = {11},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  LSSTYPE = {A},
  URL = {http://www.limsi.fr/Individu/soussen/Soussen04C.pdf}
}

@ARTICLE{snoussi04a,
  AUTHOR = {{{Hichem Snoussi} AND {Ali Mohammad-Djafari}}},
  TITLE = {Bayesian unsupervised learning for source separation with mixture of Gaussians prior},
  YEAR = 2004,
  JOURNAL = {{J}ournal of {V}{L}{S}{I} {S}ignal {P}rocessing {S}ystems},
  VOLUME = {37},
  NUMBER = {2/3},
  MONTH = {June/July},
  PAGES = {263-279},
  KEYWORDS = {Bayesian learning, Blind sources separation, Mixture of Gaussians},
  URL = {http://djafari.free.fr/pdf/NNSP01.pdf},
  LSSTYPE = {A}
}

@ARTICLE{snoussi04b,
  AUTHOR = {{{Hichem Snoussi} AND {Ali Mohammad-Djafari}}},
  TITLE = {Fast joint separation and segmentation of mixed images},
  YEAR = 2004,
  JOURNAL = {{J}ournal of {E}lectronic {I}maging},
  VOLUME = {13},
  NUMBER = {2},
  MONTH = {April},
  PAGES = {349-361},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelets},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/}
}

@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},
  YEAR = 2002,
  VOLUME = 215,
  MONTH = APR,
  NUMBER = {1-3},
  PAGES = {175-193},
  KEYWORDS = {Regularization, Maximum Entropy, Probabilistic Methods, Mass Spectrometry},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/maspec12013.pdf}
}

@ARTICLE{djafari99b,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Entropie en traitement du signal},
  JOURNAL = {Traitement du signal},
  YEAR = 1999,
  VOLUME = {Num. sp\'ecial, volume 15},
  NUMBER = {6},
  PAGES = {545--551},
  KEYWORDS = {Maximum Entropy, Probabilistic Methods},
  ANOTE = {Actes du colloque en l'honneur du Professeur B. Picinbono},
  URL = {http://djafari.free.fr/pdf/}
}

@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}rans. on {I}mage {P}rocessing},
  YEAR = 1998,
  MONTH = APR,
  VOLUME = 7,
  NUMBER = 4,
  PAGES = {571-585},
  KEYWORDS = {Inverse problems, Ill-posed Piecewise Gaussian MRF, GNC},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/00663502.pdf}
}

@ARTICLE{djafari97n,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Binary Polygonal Shape Image Reconstruction From a Small Number of Projections},
  JOURNAL = {Elektrik},
  YEAR = 1997,
  MONTH = {},
  VOLUME = 5,
  NUMBER = 1,
  PAGES = {127--138},
  KEYWORDS = {Computed Tomography, Binary Polygonal Shape Reconstruction, Image Reconstruction},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/elektrik.pdf}
}

@ARTICLE{nikolova96,
  AUTHOR = {{Mila Nikolova} AND {Ali Mohammad-Djafari}},
  TITLE = {Eddy current tomography using a binary {M}arkov model},
  JOURNAL = {Signal Processing},
  YEAR = 1996,
  VOLUME = 49,
  PAGES = {119-132},
  KEYWORDS = {Computed Tomography, Eddy current tomography, binary Markov model, Image Reconstruction},
  LSSTYPE = {A},
  URL = {http://www.elsevier.com/inca/publications/store/5/0/5/6/6/2/?menu=cont&label=table}
}

@ARTICLE{premel95,
  AUTHOR = {{Denis Pr\'emel} AND {Ali Mohammad-Djafari}},
  TITLE = {Eddy current tomography in cylindrical geometry},
  JOURNAL = {{IEEE} {T}rans. on {M}agnetics},
  YEAR = 1995,
  MONTH = MAY,
  VOLUME = {M-31},
  NUMBER = 3,
  PAGES = {2000-2003},
  KEYWORDS = {Eddy current tomography, Image Reconstruction},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/00376435.pdf}
}

@ARTICLE{djafari94,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Maximum d'entropie et probl\`emes inverses en imagerie},
  JOURNAL = {Traitement du signal},
  YEAR = 1994,
  PAGES = {87-116},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/}
}

@ARTICLE{nguyen94,
  AUTHOR = {{Mail Nguyen} AND {Ali Mohammad-Djafari}},
  TITLE = {{B}ayesian approach with the maximum entropy priors in image reconstruction from microwave scattered fields data},
  JOURNAL = {{IEEE} {T}rans. on {M}edical {I}maging},
  YEAR = 1994,
  MONTH = JUN,
  VOLUME = {MI-13},
  NUMBER = 2,
  PAGES = {254-261},
  KEYWORDS = {Microwave imaging, Computed tomography, Image Reconstruction, Bayesian approach, Maximum Entropy Priors},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/00293918.pdf}
}

@ARTICLE{djafari88a,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Guy Demoment}},
  TITLE = {Maximum entropy reconstruction in {X} ray and diffraction tomography},
  JOURNAL = {{IEEE} {T}rans. on {M}edical {I}maging},
  YEAR = 1988,
  VOLUME = {MI-7},
  NUMBER = 4,
  PAGES = {345-354},
  KEYWORDS = {Microwave imaging, Computed tomography, Image Reconstruction, Bayesian approach, Maximum Entropy Priors},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/}
}

@ARTICLE{djafari88c,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Guy Demoment}},
  TITLE = {Utilisation de l'entropie dans les probl\`emes de restauration et de reconstruction d'images},
  JOURNAL = {Traitement du signal},
  YEAR = 1988,
  VOLUME = 5,
  NUMBER = 4,
  PAGES = {235-248},
  KEYWORDS = {Image restoration, Image reconstruction, Maximum Entropy},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/}
}

@ARTICLE{djafari87a,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Guy Demoment}},
  TITLE = {Maximum entropy {F}ourier synthesis with application to diffraction tomography},
  JOURNAL = {{A}pplied {O}ptics},
  YEAR = 1987,
  VOLUME = 26,
  NUMBER = 10,
  PAGES = {1745-1754},
  KEYWORDS = {Image restoration, Image reconstruction, Maximum Entropy},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/}
}

@ARTICLE{djafari87b,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Guy Demoment}},
  TITLE = {Tomographie de diffraction et synth\`ese de {F}ourier \`a maximum d'entropie},
  JOURNAL = {Revue Physique Appliqués},
  YEAR = 1987,
  VOLUME = 22,
  PAGES = {153-167},
  KEYWORDS = {Diffraction tomography, Fourier synthesis, Image reconstruction, Maximum Entropy},
  URL = {http://djafari.free.fr/pdf/}
}

@ARTICLE{djafari79b,
  AUTHOR = {Mohammad-Djafari, A. AND Heron, F. and Duperdu, R. and Perrin, J.},
  TITLE = {Non-invasive recording of the His-Purkinje System electrical activity by a digital system design},
  JOURNAL = {J. of Biomedical Eng.},
  YEAR = 1979,
  VOLUME = 3,
  PAGES = {147-152},
  KEYWORDS = {His-Purkinje System electrical activity, ECG, Non-invasive recording},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/}
}

@INBOOK{brette94,
  AUTHOR = {{st\'ephane Brette} AND {J\'er\^ome Idier} AND {Ali Mohammad-Djafari}},
  TITLE = {Scale invariant {M}arkov models for {B}ayesian inversion of linear inverse problems},
  YEAR = 1994,
  PUBLISHER = {Kluwer Academic Publ.},
  ADDRESS = {Cambridge, UK},
  EDITION = {{J.~S}killing \& {S.~S}ibusi},
  PAGES = {199-212},
  SERIES = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INBOOK{djafari90a,
  AUTHOR = {{Ali Mohammad-Djafari} AND {J\'er\^ome Idier}},
  TITLE = {Maximum entropy prior laws of images and estimation of their parameters},
  YEAR = 1990,
  PUBLISHER = {Kluwer Academic Publ.},
  EDITION = {{T.W.}~{G}randy, Laramie, WY, USA},
  PAGES = {285-293},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INBOOK{djafari90b,
  AUTHOR = {{Ali Mohammad-Djafari} AND {J\'er\^ome Idier}},
  TITLE = {Maximum entropy image construction of the galaxy M51},
  YEAR = 1990,
  PUBLISHER = {Kluwer Academic Publ.},
  EDITION = {{T.W.}~{G}randy},
  PAGES = {313-318},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INBOOK{djafari91,
  AUTHOR = {{Ali Mohammad-Djafari} AND {J\'er\^ome Idier}},
  TITLE = {Maximum Likelihood Estimation of the Lagrange Parameters of the Maximum Entropy Distributions},
  YEAR = 1991,
  PUBLISHER = {Kluwer Academic Publ.},
  EDITION = {{C.R.}~{S}mith, {G.J.}~{E}rikson and {P.O.}~{N}eudorfer},
  PAGES = {131-140},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INBOOK{djafari91a,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {A Matlab Program to Calculate the Maximum Entropy Distributions},
  YEAR = 1991,
  PUBLISHER = {Kluwer Academic Publ.},
  EDITION = {{T.W.}~{G}randy},
  PAGES = {221-233},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INBOOK{djafari96a,
  AUTHOR = {{Ali Mohammad-Djafari} AND {J\'er\^ome Idier}},
  TITLE = {A scale invariant {B}ayesian method to solve linear inverse problems},
  YEAR = 1996,
  PUBLISHER = {Kluwer Academic Publisher},
  EDITION = {{G}. {H}eidbreder},
  PAGES = {121-134},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INBOOK{djafari96b,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {A full {B}ayesian approach for inverse problems},
  YEAR = 1996,
  PUBLISHER = {Kluwer Academic Publisher},
  EDITION = {{K}.~{H}anson and {R.N.}~{S}ilver},
  PAGES = {135-143},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  ADRESS = {Santa Fe, NM, USA},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INCOLLECTION{djafari99ab,
  AUTHOR = {{{Ali Mohammad-Djafari} AND {Charles Soussen}}},
  TITLE = {Compact Object Reconstruction},
  BOOKTITLE = {Discrete Tomography: Foundations, Algorithms and Applications},
  YEAR = 1999,
  EDITOR = {Herman, Gabor T. and Kuba, Attila},
  CHAPTER = 14,
  PAGES = {317--342},
  PUBLISHER = {{B}irkhauser, {B}oston, {MA}, USA},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INBOOK{gautier95b,
  AUTHOR = {{St\'ephane Gautier} AND glb AND {Ali Mohammad-Djafari} AND {Lavayssi\`ere, Blandine}},
  TITLE = {Data fusion in the field of non destructive testing},
  YEAR = 1995,
  PUBLISHER = {Kluwer Academic Publ.},
  EDITION = {{K.~H}anson},
  SERIES = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari06ca,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Lionel Robillard}},
  TITLE = {Hierarchical Markovian Models for 3D Computed Tomography in Non Destructive Testing Applications},
  BOOKTITLE = {EUSIPCO 2006},
  YEAR = 2006,
  MONTH = SEP,
  PAGES = {},
  PUBLISHER = {EUSIPCO 2006, September 4-8, Florence, Italy},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/eusipco06.pdf}
}

@INPROCEEDINGS{bali06cd,
  AUTHOR = {{{Nadia Bali} AND {Ali Mohammad-Djafari}}},
  TITLE = {R\'eduction de donn\'ees , classification et segmentation des images Hyperspectrale vu comme un probl\`eme inverse de s\'eparation de sources},
  BOOKTITLE = {TBICA 2006},
  YEAR = 2006,
  MONTH = JUL,
  PAGES = {},
  PUBLISHER = {TBICA, CNRS, Paris},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/TBICA.pdf}
}

@INPROCEEDINGS{bali06cc,
  AUTHOR = {{{Nadia Bali} AND {Ali Mohammad-Djafari}}},
  TITLE = {Joint dimensionality reduction, classification and segmentation of hyperspectral images},
  BOOKTITLE = {ICIP 2006},
  YEAR = 2006,
  MONTH = OCT,
  PAGES = {},
  PUBLISHER = {ICIP06, October 8-11, Atlanta, GA, USA.},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{bali06cb,
  AUTHOR = {{{Nadia Bali} AND {Ali Mohammad-Djafari}}},
  TITLE = {Hierarchical Markovian models for hyperspectral image segmentation},
  BOOKTITLE = {ICPR 2006},
  YEAR = 2006,
  MONTH = AUG,
  PAGES = {},
  PUBLISHER = {ICPR06, Aug. 20-24, Hong Gong.},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari06cb,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian Source Separation: Beyond PCA and ICA},
  BOOKTITLE = {ESANN 2006},
  YEAR = 2006,
  MONTH = SEP,
  PAGES = {},
  PUBLISHER = {ESANN 2006, September 4-8, Belgium},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{bali06ca,
  AUTHOR = {{{Nadia Bali} AND {Ali Mohammad-Djafari}}},
  TITLE = {Hierarchical Markovian Models for Joint Classification, Segmentation and Data Reduction of Hyperspectral Images},
  BOOKTITLE = {ESANN 2006},
  YEAR = 2006,
  MONTH = SEP,
  PAGES = {},
  PUBLISHER = {ESANN 2006, September 4-8, Belgium},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{feron05d,
  AUTHOR = {F\'eron, O. and Duch\^ene, B. and Mohammad-{D}jafari, A.},
  TITLE = {Microwave imaging: characterization of unknown dielectric or conductive materials},
  BOOKTITLE = {MaxEnt05},
  ADDRESS = {San {J}ose, {USA},},
  MONTH = {august},
  YEAR = 2005,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{feron05c,
  AUTHOR = {F\'eron, O. and Duch\^ene, B. and Mohammad-{D}jafari, A.},
  TITLE = {Reconstruction d'objets compos\'es de plusieurs materiaux en tomographie micro-onde},
  BOOKTITLE = {GRETSI 20},
  ADDRESS = {Louvain-la-{N}euve, {B}elgium},
  MONTH = SEP,
  YEAR = 2005,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{ichir05ca,
  AUTHOR = {{Mahieddine Ichir} AND {Ali Mohammad-Djafari}},
  TITLE = {A Mean Field Approximation Approach to Blind Source Separation with Lp Priors},
  BOOKTITLE = {Eusipco 2005, Antalya, Turkey, September 2005},
  MONTH = SEP,
  YEAR = 2005,
  PAGES = {},
  PUBLISHER = {Eusipco 2005, Antalya, Turkey, September 2005},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelet, Lp priors, Mean Fielld Approximation},
  LSSTYPE = {CA},
  URL = {http://mahieddine.ichir.free.fr/common/publications/pdf/eusipco05.pdf}
}

@INPROCEEDINGS{ichir05cb,
  AUTHOR = {{Mahieddine Ichir} AND {Ali Mohammad-Djafari}},
  TITLE = {Hidden Markov Models for Wavelet Image Separation and Denoising},
  BOOKTITLE = {ICASSP 2005},
  YEAR = 2005,
  MONTH = MAR,
  PAGES = {205-208},
  PUBLISHER = {ICASSP 2005 Philapdelphia (USA)},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelet},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{bali05cb,
  AUTHOR = {{Nadia Bali} AND {Ali Mohammad-Djafari}},
  TITLE = {Mean {F}ield {A}pproximation for {BSS} of images with compound hierarchical {G}auss-{M}arkov-{P}otts model },
  BOOKTITLE = {MaxEnt05,San Jos\'e CA,US},
  MONTH = AUG,
  YEAR = 2005,
  PUBLISHER = {American Institute of Physics (AIP)},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{bali05ca,
  AUTHOR = {{Nadia Bali} AND {Ali Mohammad-Djafari}},
  TITLE = {Approxiamtion en champ moyen pour la s\'eparation de sources appliqu\'e aux images hyperspectrales },
  BOOKTITLE = {GRETSI 2005},
  YEAR = 2005,
  MONTH = SEP,
  PAGES = {},
  ADDRESS = {Louvains, Belgique},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{moussaoui-2003chim,
  AUTHOR = {S. Moussaoui and C. Carteret and A. Mohammad Djafari and O. Caspary and D. Brie and B. Humbert},
  TITLE = {Approche Bay{\'e}sienne pour l'analyse de m{\'e}langes en spectroscopies},
  BOOKTITLE = {Chimiom{\'e}trie'2003},
  YEAR = {2003},
  MONTH = {d{\'e}cembre},
  ADDRESS = {Paris, France},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{moussaoui-2003iar,
  AUTHOR = {S. Moussaoui and A. Mohammad Djafari and D. Brie and O. Caspary and C. Carteret and B. Humbert},
  TITLE = {A {B}ayesian Method for Positive Source Separation : {A}pplication to Mixture Analysis in Spectroscopy},
  BOOKTITLE = {IAR'2003},
  YEAR = {2003},
  MONTH = NOV,
  ADDRESS = {Duisburg, Germany},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{moussaoui-2004,
  AUTHOR = {S. Moussaoui and A. Mohammad-Djafari and D. Brie and O. Caspary},
  TITLE = {A {B}ayesian Method for Positive Source Separation},
  BOOKTITLE = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004)},
  YEAR = {2004},
  MONTH = {17--21 mai},
  ADDRESS = {Montreal, Canada},
  PAGES = {485--488},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{moussaoui-2004maxent,
  AUTHOR = {S. Moussaoui and D. Brie and C. Carteret and A. Mohammad-Djafari},
  TITLE = {Application of {B}ayesian Non-negative Source Separation to Mixture Analysis in Spectroscopy},
  BOOKTITLE = {International Workshop on {B}ayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt'2004)},
  YEAR = {2004},
  MONTH = {25-30 Juillet},
  PUBLISHER = {American Institute of Physics (AIP)},
  ADDRESS = {Munich, Allemagne},
  EDITOR = {R. Fischer and R. Preuss and U. {von Toussaint}},
  PAGES = {237-244},
  VOLUME = {735},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{humblot05cb,
  AUTHOR = {F. Humblot and A. Mohammad-Djafari},
  OPTTITLE = {Super-{R}esolution and {J}oint {S}egmentation in {B}ayesian {F}ramework},
  TITLE = {Super-resolution and joint segmentation in Bayesian framework},
  EDITOR = {K. Knuth and A. Abbas and R. Morris and J. Castle},
  BOOKTITLE = {25th Inter. Workshop on Bayesian Inference and Maximum Entropy Methods (MaxEnt05). AIP Conference Proceedings},
  YEAR = 2005,
  PUBLISHER = {AIP},
  OPTADDRESS = {San Jos\'e, CA, États-Unis},
  JOURNAL = {AIP Conference Proceedings},
  VOLUME = 803,
  PAGES = {207--214},
  KEYWORDS = {image resolution; image segmentation; Bayes methods},
  URL = {http://link.aip.org/link/?APC/803/207/1}
}

@INPROCEEDINGS{humblot05ca,
  AUTHOR = {F. Humblot and B. Collin and A. Mohammad-Djafari},
  TITLE = {{E}valuation and {P}ractical {I}ssues of {S}ubpixel {I}mage {R}egistration {U}sing {P}hase {C}orrelation {M}ethods},
  BOOKTITLE = {Inter. Conf. on Physics in Signal and Image Processing ({PSIP 05})},
  YEAR = 2005,
  ADDRESS = {Toulouse, France},
  MONTH = {jan.},
  KEYWORDS = {Subpixel Image Registration, Phase Correlation, Super-Resolution},
  ANNOTE = FH,
  PAGES = {115-120},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{mohammadpour04d,
  AUTHOR = {Mohammadpour, A. and F\'eron, O. and Mohammad-{D}jafari, A.},
  TITLE = {Bayesian segmentation of Hyperspectral images},
  BOOKTITLE = {MaxEnt04},
  ADDRESS = {Garching, {G}ermany},
  MONTH = {august},
  YEAR = 2004,
  EDITOR = {Erickson, Gary and Zhai, Yuxiang },
  PUBLISHER = {American {I}nstitute of {P}hysics},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari04a1,
  AUTHOR = {Mohammad-Djafari, Ali and Mohammadpour, Adel},
  TITLE = {On the estimation of a parameter with incomplete knowledge on a nuisance parameter},
  PUBLISHER = {AIP},
  YEAR = {2004},
  BOOKTITLE = {BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING: 24th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering},
  VOLUME = {735},
  PAGES = {533-540},
  LOCATION = {Garching (Germany)},
  KEYWORDS = {parameter estimation; maximum entropy methods; maximum likelihood estimation; inference mechanisms; Bayes methods; probability},
  URL = {http://link.aip.org/link/?APC/735/533/1}
}

@CONFERENCE{mohammadpour04ce,
  AUTHOR = {Adel Mohammadpour and Olivier Feron and Ali Mohammad-Djafari},
  TITLE = {Bayesian segmentation of hyperspectral images},
  PUBLISHER = {AIP},
  YEAR = {2004},
  BOOKTITLE = {BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING: 24th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering},
  VOLUME = {735},
  PAGES = {541--548},
  LOCATION = {Garching (Germany)},
  KEYWORDS = {image segmentation; Bayes methods; spectra; hidden {M}arkov models; Monte Carlo methods},
  URL = {http://link.aip.org/link/?APC/735/541/1}
}

@CONFERENCE{mohammadpour05ca,
  AUTHOR = {Ali Mohammad-Djafari and Adel Mohammadpour},
  TITLE = {Hyperspectral image processing using a Bayesian classification approach},
  PUBLISHER = {PSIP 2005, Physics in Signal and Image Processing},
  YEAR = {2005},
  BOOKTITLE = {Proceedings of PSIP 2005, Physics in Signal and Image Processing},
  VOLUME = {},
  NUMBER = {},
  PAGES = {245-250},
  KEYWORDS = {},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{mohammadpour04cd,
  AUTHOR = {{Adel Mohammadpour} AND {Ali Mohammad-Djafari}},
  TITLE = {An Alternative Criterion to Likelihood for Parameter Estimation Accounting for Prior Information on Nuisance Parameter},
  PUBLISHER = {AIP},
  JOURNAL = {BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING: 24th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering},
  VOLUME = {735},
  PAGES = {533-540},
  BOOKTITLE = {MaxEnt04, Garching, Germany},
  MONTH = AUG,
  YEAR = 2004,
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{mohammadpour04cb,
  AUTHOR = {{Adel Mohammadpour} AND {Ali Mohammad-Djafari}},
  TITLE = {An Alternative Criterion to Likelihood for Parameter Estimation Accounting for Prior Information on Nuisance Parameter},
  BOOKTITLE = {2nd International Conference on Soft Methods in Probability and Statistics, Spain},
  MONTH = SEP,
  YEAR = 2004,
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{moussaoui04b,
  AUTHOR = {{Moussaoui, Sa\"id}  AND {Brie, David} AND {Caspary, Olivier}  AND {Ali Mohammad-Djafari}},
  TITLE = {A {B}ayesian method for positive source separation},
  BOOKTITLE = {ICASSP 2004},
  MONTH = OCT,
  YEAR = 2004,
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari03b,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Fusion bay\'esienne de donn\'ees en imagerie X et ultrasonore},
  BOOKTITLE = {GRETSI 03, France},
  PAGES = {},
  YEAR = 2003,
  MONTH = SEP,
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari03c,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Duch\^ene, B.}  AND {Joisel, A.}},
  TITLE = {Une nouvelle m\'ethode d'inversion pour les probl\`emes de synth\`ese de Fourier en imagerie},
  BOOKTITLE = {GRETSI 03,France},
  PAGES = {},
  YEAR = 2003,
  MONTH = SEP,
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi03ca,
  AUTHOR = {Snoussi, H. AND Mohammad-Djafari, A.},
  TITLE = {Fast {M}{C}{M}{C} {J}oint {S}eparation and {S}egmentation},
  BOOKTITLE = {IEEE SSD 03},
  YEAR = 2003,
  MONTH = MAR,
  ADDRESS = {Sousse, Tunisia},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, MCMC, Segmentation},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{ichir04a,
  AUTHOR = {Ichir, M. AND Mohammad-Djafari, A.},
  TITLE = {Bayesian based source separation for nonstationary positive sources},
  BOOKTITLE = {Baye
  sian {I}nference and {M}aximum {E}ntropy {M}ethods},
  YEAR = 2004,
  ADDRESS = {Munich, Germany},
  MONTH = AUG,
  ORGANIZATION = {MaxEnt Workshops},
  PUBLISHER = {American Institute of Physics},
  NOTE = {Maxent04},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models},
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{ichir03a,
  AUTHOR = {{Mahieddine Ichir} AND {Ali Mohammad-Djafari}},
  TITLE = {S\'eparation de sources mod\'elis\'ees par des ondelettes},
  BOOKTITLE = {GRETSI 03},
  OPTPAGES = {},
  ADDRESS = {Paris, France},
  MONTH = SEP,
  YEAR = 2003,
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelet, Lp priors, Mean Fielld Approximation},
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{ichir03b,
  AUTHOR = {{Mahieddine Ichir} AND {Ali Mohammad-Djafari}},
  TITLE = {Bayesian {W}avelet {B}ased {S}tatistical {S}ignal and {I}mage {S}eparation},
  BOOKTITLE = {Bayesian {I}nference and {M}aximum {E}ntropy {M}ethods},
  YEAR = 2003,
  MONTH = AUG,
  ORGANIZATION = {MaxEnt Workshops},
  PUBLISHER = {American Institute of Physics},
  NOTE = {Maxent03},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelet, Lp priors, Mean Fielld Approximation},
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{ichir03c,
  AUTHOR = {{Mahieddine Ichir} AND {Ali Mohammad-Djafari}},
  TITLE = {Wavelet {D}omain {B}lind {I}mage {S}eparation},
  BOOKTITLE = {Wavelets: Applications in Signal and Image Processing X},
  PAGES = {361-370},
  YEAR = 2003,
  EDITOR = {Michael A. Unser and Akram Aldroubi and Andrew F. Laine},
  VOLUME = {5207},
  SERIES = {International Conference on Electronic Imaging},
  ADDRESS = {SPIE, Bellingham, WA},
  MONTH = AUG,
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelets},
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{ichir03d,
  AUTHOR = {{Mahieddine Ichir} AND {Ali Mohammad-Djafari}},
  TITLE = {Hidden {M}arkov {M}odels for {W}avelet {D}omain {I}mage {S}eparation},
  MONTH = AUG,
  YEAR = 2003,
  BOOKTITLE = {International Conference on Bayesian Data Analysis (Poster)},
  SERIES = {Bayes03},
  ADDRESS = {Santa Cruz {(CA)}},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelets},
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{mohammadpour03ca,
  AUTHOR = {{Adel Mohammadpour} AND {Ali Mohammad-Djafari}},
  TITLE = {An alternate inference tool to total probability formula and its application},
  BOOKTITLE = {{MAXENT 23}, USA},
  PAGES = {},
  MONTH = AUG,
  YEAR = 2003,
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi03b,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {S\'election d'{a priori} et g\'eom\'etrie de l'information},
  BOOKTITLE = {IEEE International Conference on Electronic Sciences, Information Technology and Telecommunication},
  ORGANIZATION = {SETIT},
  EDITOR = {},
  YEAR = 2003,
  MONTH = MAR,
  ADDRESS = {Mahdia, Tunisia},
  ANNOTE = {HS},
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi03c,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {Fast {M}{C}{M}{C} {J}oint {S}eparation and {S}egmentation},
  BOOKTITLE = {IEEE SSD 03},
  YEAR = 2003,
  MONTH = MAR,
  ADDRESS = {Sousse, Tunisia},
  ANNOTE = {HS},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, MCMC, Segmentation},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari02g,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Mahieddine Ichir}},
  TITLE = {Wavelet domain image separation},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  EDITOR = {Ch. Williams},
  ORGANIZATION = {MaxEnt Workshops},
  PUBLISHER = {{AIP} Conference Proceedings 659},
  PAGES = {208-223},
  YEAR = 2002,
  MONTH = AUG,
  ADDRESS = {Univ. of Idaho, Moscow, Idaho, USA},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelets},
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari02e,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Fusion of X ray radiographic data and anatomical data in computed tomography},
  BOOKTITLE = {{GRETSI 2005}, 2002, 22-25 sep., Rochester, NY, USA},
  PAGES = {},
  YEAR = 2002,
  MONTH = SEP,
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari02d,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian approach with hierarchical Markov modeling for data fusion in image reconstruction applications},
  BOOKTITLE = {Fusion 2002, 7-11 Jul., Annapolis, Maryland, USA},
  PAGES = {},
  YEAR = 2002,
  MONTH = JUL,
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari02c,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Fusion of X ray and geometrical data in computed tomography for non destructive testing applications},
  BOOKTITLE = {Fusion 2002, 7-11 Jul., Annapolis, Maryland, USA},
  PAGES = {},
  YEAR = 2002,
  MONTH = JUL,
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari02b,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Hierarchical Markov modeling for fusion of X ray radiographic data and anatomical data in computed tomography},
  BOOKTITLE = {Int. Symposium on Biomedical Imaging (ISBI 2002), 7-10 Jul., Washington DC, USA},
  PAGES = {},
  YEAR = 2002,
  MONTH = JUL,
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi02g,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {Information geometry of Prior Selection},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  EDITOR = {Ch. Williams},
  ORGANIZATION = {MaxEnt Workshops},
  PAGES = {},
  PUBLISHER = {{AIP} Conference Proceedings 570},
  YEAR = 2002,
  MONTH = AUG,
  ADDRESS = {Univ. of Idaho, Moscow, Idaho, USA},
  ANNOTE = {Maxent02},
  LSSREF = {C},
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi02f,
  AUTHOR = {{Hichem Snoussi} AND {Seghouan, A.}  AND {Fleury, Gilles}},
  TITLE = {Learning in presence of input noise using the stochastic EM algorithm},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  EDITOR = {Ch. Williams},
  ORGANIZATION = {MaxEnt Workshops},
  PUBLISHER = {{AIP} Conference Proceedings 570},
  PAGES = {},
  YEAR = 2002,
  MONTH = AUG,
  ADDRESS = {Univ. of Idaho, Moscow, Idaho, USA},
  ANNOTE = {Maxent02},
  LSSREF = {C}
}

@INPROCEEDINGS{snoussi02e,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {Unsupervised learning for source separation with mixture of Gaussians prior for sources and Gaussian prior for mixture coefficients},
  BOOKTITLE = {Neural Networks for Signal Processing XI},
  EDITOR = {D.J. Miller, Ed.},
  ORGANIZATION = {IEEE NNSP},
  PAGES = {293--302},
  PUBLISHER = {IEEE workshop},
  YEAR = 2001,
  MONTH = SEP,
  LSSREF = {C},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, MCMC, Segmentation},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari01d,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Model selection for inverse problems: Best choice of basis function and model order selection.},
  BOOKTITLE = {Maximum Entropy and Bayesian Methods, Boise, Idaho, USA, 2-5 August. 1999},
  EDITOR = {J.T. Rychert and G. Erikson and C.R. Smith},
  PUBLISHER = {{AIP} Conference Proceedings 567},
  PAGES = {71-88},
  YEAR = 2001,
  MONTH = MAY,
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari01c,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {A Bayesian approach to source separation},
  BOOKTITLE = {Maximum Entropy and Bayesian Methods, Boise, Idaho, USA, 2-5 August. 1999},
  EDITOR = {J.T. Rychert and G. Erikson and C.R. Smith},
  PUBLISHER = {{AIP} Conference Proceedings 567},
  PAGES = {221-244},
  YEAR = 2001,
  MONTH = MAY,
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi01e,
  AUTHOR = { Snoussi, H. and Patanchon, G. and Mac{\'\i}as-P{\'e}rez, J.F. and Mohammad-Djafari, A. and Delabrouille, J.},
  TITLE = {Bayesian blind component separation for cosmic microwave background observations.},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  ORGANIZATION = {MaxEnt Workshops},
  EDITOR = {Fry, Robert L.},
  PAGES = {125--140},
  PUBLISHER = {American Institute of Physics},
  YEAR = 2002,
  MONTH = AUG,
  ADDRESS = {},
  ANNOTE = {Maxent01},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, CMB, Segmentation},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi01b,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {S\'eparation de sources par une approche bay\'esienne hi\'erarchique},
  BOOKTITLE = {GRETSI 2001},
  YEAR = 2001,
  MONTH = SEP,
  PAGES = {},
  ADDRESS = {Toulouse, France},
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi01c,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {Penalized maximum likelihood for multivariate Gaussian mixture},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  ORGANIZATION = {MaxEnt Workshops},
  EDITOR = {Fry, Robert L.},
  PAGES = {36--46},
  PUBLISHER = {American Institute of Physics},
  YEAR = 2002,
  MONTH = AUG,
  ADDRESS = {},
  ANNOTE = {Maxent01},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi01d,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {Bayesian separation of {H}{M}{M} sources},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  ORGANIZATION = {MaxEnt Workshops},
  EDITOR = {Fry, Robert L.},
  PAGES = {77--88},
  PUBLISHER = {American Institute of Physics},
  YEAR = 2002,
  MONTH = AUG,
  ADDRESS = {},
  ANNOTE = {Maxent01},
  LSSTYPE = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi01f,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {Unsupervised learning for source separation with mixture of {G}aussians prior for sources and {G}aussian prior for mixture coefficients.},
  BOOKTITLE = {Neural {N}etworks for {S}ignal {P}rocessing XI},
  ORGANIZATION = {IEEE workshop},
  EDITOR = {David J.Miller},
  PAGES = {293-302},
  PUBLISHER = {IEEE},
  YEAR = 2001,
  MONTH = SEP,
  ANNOTE = {NNSP01},
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{alessio00,
  AUTHOR = {{Alessio, Adam}  AND {Sauer, Ken David}  AND {Ali Mohammad-Djafari}},
  TITLE = {System Parameter Estimation in Tomographic Inverse Problems},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  ORGANIZATION = {MaxEnt Workshops},
  EDITOR = {Ali Mohammad-Djafari},
  PUBLISHER = {American Institute of Physics},
  PAGES = {181--191},
  ADDRESS = {Gif-sur-Yvette, France},
  YEAR = 2000,
  MONTH = JUL,
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{montemont00,
  AUTHOR = {{Guillaume Mont\'emont} AND {Arques, M.}  AND {Ali Mohammad-Djafari}},
  TITLE = {A {B}ayesian method for pulse shape and energy estimation for gamma spectrometry measurements using semiconductor detectors},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  ORGANIZATION = {MaxEnt Workshops},
  EDITOR = {Ali Mohammad-Djafari},
  PUBLISHER = {American Institute of Physics},
  YEAR = 2000,
  MONTH = JUL,
  ADDRESS = {Gif-sur-Yvette, France},
  LSSREF = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{snoussi00a,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {Bayesian source separation with mixture of Gaussians prior for sources and Gaussian prior for mixture coefficients},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  ORGANIZATION = {MaxEnt Workshops},
  EDITOR = {Ali Mohammad-Djafari},
  PUBLISHER = {American Institute of Physics},
  MONTH = JUL,
  YEAR = 2000,
  ADDRESS = {Gif-sur-Yvette, France},
  ANNOTE = {Maxent00},
  LSSREF = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{soussen00c,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Contour-based models for 3{D} binary reconstruction in {X}-ray tomography},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  ORGANIZATION = {MaxEnt Workshops},
  EDITOR = {Ali Mohammad-Djafari},
  PUBLISHER = {American Institute of Physics},
  ADDRESS = {Gif-sur-Yvette, France},
  MONTH = JUL,
  YEAR = 2000,
  LSSREF = {C},
  KEYWORDS = {Computed Tomography, Image reconstruction, Binary shape reconstruction},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari99c,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Model selection for inverse problems: Best choice of basis function and model order selection},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  MONTH = JUL,
  EDITOR = {G. Erikson, J.T. Rychert and C.R. Smith},
  PUBLISHER = {American Institute of Physics},
  YEAR = 1999,
  PAGES = {to appear on may 2001},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari99d,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {A {B}ayesian approach to source separation},
  ORGANIZATION = {MaxEnt Workshops},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  ADDRESS = {Boise, ID, USA},
  YEAR = 1999,
  MONTH = JUL,
  EDITOR = {G. Erikson, J.T. Rychert and C.R. Smith},
  PUBLISHER = {American Institute of Physics},
  PAGES = {to appear on may 2001},
  ANNOTE = {Maxent99:paper1},
  LSSREF = {L5},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari99e,
  AUTHOR = {Mohammad-Djafari, Ali and Qaddoumi, Nasser and Zoughi, Reza},
  TITLE = {A blind deconvolution approach for resolution enhancement of near-field microwave images},
  BOOKTITLE = {Mathematical modeling, Bayesian estimation and Inverse problems, SPIE 99, Denver, Colorado, USA},
  YEAR = 1999,
  VOLUME = {3816},
  PAGES = {274-281},
  EDITOR = {F. Pr\^eteux, A. Mohammad-Djafari and E. Dougherty},
  LSSREF = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{soussen99a,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Approche multir\'esolution pour la reconstruction 3{D} de d\'efaut en tomographie {X}},
  BOOKTITLE = {GRETSI 1999},
  YEAR = 1999,
  MONTH = SEP,
  PAGES = {1197--1200},
  ADDRESS = {Vannes, France},
  LSSREF = {C.99.S.**},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction, Multi-resolution},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{soussen99b,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Multiresolution approach to the estimation of the shape of a 3{D} compact object from its radiographic data},
  BOOKTITLE = {Proc. {SPIE}, Mathematical Modeling, {B}ayesian Estimation, and Inverse Problems},
  YEAR = 1999,
  MONTH = JUL,
  EDITOR = {{{F.~P}r\^eteux}  AND {Ali Mohammad-Djafari} AND {{E.~R.~D}ougherty}},
  PAGES = {150--160},
  ADDRESS = {Denver, CO, USA},
  LSSREF = {C.99.S.**},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{gautier98,
  AUTHOR = {{St\'ephane Gautier} AND {J\'er\^ome Idier} AND {Ali Mohammad-Djafari} AND {Lavayssi\`ere, Blandine}},
  TITLE = {{X}-ray and ultrasound data fusion},
  BOOKTITLE = {ICIP},
  YEAR = 1998,
  MONTH = OCT,
  ADDRESS = {Chicago, IL, USA},
  PAGES = {366-369},
  LSSREF = {C.98.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari97a,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Yacine Khaiy}},
  TITLE = {Array processing techniques and shape reconstruction in tomography},
  BOOKTITLE = {ICASSP},
  VOLUME = {II},
  PAGES = {3785-3789},
  MONTH = APR,
  YEAR = 1997,
  ADDRESS = {Munich,, Germany},
  LSSREF = {C.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari97b,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Shape reconstruction in {X}--ray tomography},
  BOOKTITLE = {Proc. {SPIE}},
  YEAR = 1997,
  MONTH = JUL,
  VOLUME = {3170},
  PAGES = {240-251},
  ADDRESS = {San Diego, {CA}, USA},
  ANNOTE = {{SPIE}97a},
  LSSREF = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari97c,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {A Bayesian Estimation Method for Detection, Localisation and Estimation of Superposed Sources in Remote Sensing},
  BOOKTITLE = {Proc. {SPIE}},
  YEAR = 1997,
  MONTH = JUL,
  VOLUME = {3163},
  PAGES = {73-82},
  ADDRESS = {San Diego, {CA}, USA},
  ANNOTE = {{SPIE}97b},
  LSSREF = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari97d,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Yacine Khaiy}},
  TITLE = {\'{E}valuation de m\'ethodes de traitement d'antenne en reconstruction d'image appliqu\'ee au contr\^ole non destructif},
  BOOKTITLE = {{GRETSI 199}7},
  YEAR = 1997,
  MONTH = SEP,
  ADDRESS = {Grenoble, France},
  PAGES = {75-78},
  LSSREF = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari97e,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Une m\'ethode bay\'esienne pour la localisation et la s\'eparation de sources de formes connues},
  BOOKTITLE = {{GRETSI 199}7},
  YEAR = 1997,
  MONTH = SEP,
  PAGES = {135-139},
  ADDRESS = {Grenoble, France},
  ANNOTE = {{GRETSI 199}7, 256},
  LSSREF = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari97f,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Sauer, Ken David}  AND {Yacine Khaiy} AND {Cano, \'Eric}},
  TITLE = {Reconstruction of the shape of a compact object from a few number of projections},
  BOOKTITLE = {ICIP},
  YEAR = 1997,
  VOLUME = 1,
  PAGES = {165-169},
  ADDRESS = {Santa Barbara, {CA}, USA},
  LSSREF = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari97g,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Sauer, Ken David}},
  TITLE = {Shape reconstruction in {X}--ray tomography from a small number of projections using deformable models},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  YEAR = 1997,
  MONTH = AUG,
  ADDRESS = {Boise, {ID}, USA},
  ANNOTE = {Maxent97:paper1},
  LSSREF = {C ou CS},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari97h,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Probabilistic methods for data fusion},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  YEAR = 1997,
  MONTH = AUG,
  ADDRESS = {Boise, {ID}, USA},
  ANNOTE = {Maxent97:paper2},
  LSSREF = {C ou CS},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari97i,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Miller, Hank}},
  TITLE = {A Bayesian Approach for the Determination of the Charge Density from Elastic Electron Scattering Data},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  YEAR = 1997,
  MONTH = AUG,
  ADDRESS = {Boise, {ID}, USA},
  ANNOTE = {Maxent97:paper3 with Hank Miller from Dept. of Physics, Univ. of Pretoria, },
  LSSREF = {C ou CS},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{carfantan97,
  AUTHOR = {{Herv\'e Carfantan} AND {Ali Mohammad-Djafari} AND {J\'er\^ome Idier}},
  TITLE = {A single site update algorithm for nonlinear diffraction tomography},
  BOOKTITLE = {ICASSP},
  PAGES = {2837-2840},
  MONTH = APR,
  YEAR = 1997,
  ADDRESS = {Munich,, Germany},
  LSSREF = {C.97.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{carfantan97a,
  AUTHOR = {{Herv\'e Carfantan} AND {Ali Mohammad-Djafari}},
  TITLE = {A {B}ayesian Framework for Nonlinear Diffraction Tomography},
  BOOKTITLE = {{IEEE} EURASIP Workshop on Nonlinear Signal and Image Processing NSIP'97},
  YEAR = 1997,
  MONTH = SEP,
  ADDRESS = {Mackinac island, MI, USA},
  ANNOTE = {NSIP97},
  LSSREF = {C.97.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{gautier97,
  AUTHOR = {{St\'ephane Gautier} AND {J\'er\^ome Idier} AND {Ali Mohammad-Djafari} AND {Lavayssi\`ere, Blandine}},
  TITLE = {Fusion de donn\'ees gammagraphiques et ultrasonores},
  BOOKTITLE = {{GRETSI 199}7},
  YEAR = 1997,
  MONTH = SEP,
  ADDRESS = {Grenoble, France},
  PAGES = {781-784},
  LSSREF = {C.97.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{gautier97a,
  AUTHOR = {{St\'ephane Gautier} AND {J\'er\^ome Idier} AND {Ali Mohammad-Djafari} AND {Lavayssi\`ere, Blandine}},
  TITLE = {Traitement d'\'echogrammes ultrasonores par d\'econvolution aveugle},
  BOOKTITLE = {{GRETSI 199}7},
  YEAR = 1997,
  MONTH = SEP,
  ADDRESS = {Grenoble, France},
  PAGES = {1431-1434},
  LSSREF = {C.97.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{venard97a,
  AUTHOR = {{Olivier Venard} AND {Denis Pr\'emel} AND {Ali Mohammad-Djafari}},
  TITLE = {Mod\`ele de la membrane faible associ\'ee \`a une loi Beta: Application \`a la tomographie par courants de Foucault},
  BOOKTITLE = {{GRETSI 199}7},
  YEAR = 1997,
  MONTH = SEP,
  PAGES = {319-323},
  ADDRESS = {Grenoble, France},
  ANNOTE = {{GRETSI 199}7, 255},
  LSSREF = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{venard97b,
  AUTHOR = {{Olivier Venard}  AND {Denis Pr\'emel} AND {Ali Mohammad-Djafari}},
  TITLE = {Eddy current tomography: A Bayesian approach with a compound weak membrane-Beta prior model},
  BOOKTITLE = {III rd Int. Work. on Advances in Sig. Proc. for Non Des. Eval. 1997, Qu\'ebec, Canada},
  YEAR = 1997,
  ANNOTE = {Olivier Venard, LESIR},
  LSSREF = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari96c,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Image reconstruction of a compact object from a few number of projections},
  BOOKTITLE = {IASTED, Int. Conf. on Signal and Image Processing (SIP'96)},
  YEAR = 1996,
  PAGES = {325--329},
  ADDRESS = {IASTED, SIP'96, Nov. 11-14, Orlando, Florida, USA},
  LSSREF = {C.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari96d,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Joint Estimation of Parameters and Hyperparameters in a {B}ayesian Approach of Solving Inverse Problems},
  BOOKTITLE = {IEEE Int. Conf. on Image Processing (ICIP)},
  YEAR = 1996,
  VOLUME = {II},
  PAGES = {473--477},
  ADDRESS = {IEEE ICIP 96, Lausanne, Swisse},
  LSSREF = {C.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari96e,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {A {B}ayesian Approach to Shape Reconstruction of a Compact Object from a few number of projections},
  YEAR = 1996,
  PAGES = {},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  PUBLISHER = {Kluwer Academic Publ.},
  ADDRESS = {MaxEnt96, Aug. 96, Berg-en-Dal, South Africa},
  LSSREF = {C.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari96f,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Carfantan, Herv\'e} and {Nikolova, Mila}},
  TITLE = {New advances in {B}ayesian calculation for linear and non linear inverses problems},
  YEAR = 1996,
  PAGES = {},
  BOOKTITLE = {{M}aximum {E}ntropy and {B}ayesian {M}ethods},
  PUBLISHER = {Kluwer Academic Publ.},
  ADDRESS = {MaxEnt96, Aug. 96, Berg-en-Dal, South Africa},
  LSSREF = {C.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari96g,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {A comparison of two approaches: {M}aximum entropy on the mean ({MEM}) and {B}ayesian estimation ({BAYES}) for inverse problems},
  YEAR = 1996,
  PAGES = {},
  BOOKTITLE = {Maximum Entropy and Bayesian Methods},
  PUBLISHER = {Kluwer Academic Publ.},
  ADDRESS = {MaxEnt96, Aug. 96, Berg-en-Dal, South Africa},
  LSSREF = {C.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari96h,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Khayi, Yassine}},
  TITLE = {Array processing techniques and shape reconstruction in tomography},
  YEAR = 1996,
  PAGES = {},
  BOOKTITLE = {IEEE ICASSP97},
  PUBLISHER = {IEEE},
  ADDRESS = {ICASSP97, Munchen, Germany},
  LSSREF = {C.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari86,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Guy Demoment}},
  TITLE = {Maximum entropy diffraction tomography},
  BOOKTITLE = {ICASSP},
  YEAR = 1986,
  ADDRESS = {Tokyo, Japan},
  PAGES = {1-34},
  LSSREF = {C.86.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari85,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Guy Demoment}},
  TITLE = {Probl\`emes li\'es \`a la reconstruction d'images par tomographie microonde et ultrasonore},
  BOOKTITLE = {{GRETSI 199}5},
  YEAR = 1985,
  ADDRESS = {Nice, France},
  LSSREF = {C.85.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari81,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Design of a digital system for acquisition and processing the low amplitude electrophysiological signals},
  BOOKTITLE = {Proc. of the 4th annual WAMI Meeting},
  YEAR = 1981,
  ADDRESS = {Strasbourg, France},
  LSSREF = {C.81.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari80,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Heron, F.}},
  TITLE = {A digital system design to record the electrical activity of the His-Purkinje System at the body surface},
  BOOKTITLE = {Proc. of BIOMED 80},
  YEAR = 1980,
  ADDRESS = {Marseille, France},
  LSSREF = {C.80.S.**}
}

@INPROCEEDINGS{djafari79a,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {R\'ealisation d'un appareil automatique pour l'extraction instantan\'ee par voie externe de l'activit\'e electrique du faisceau de {H}iss},
  BOOKTITLE = {Proc. of Symp.on High Amplification ECG},
  ORGANIZATION = {Proc. of Symp.on High Amplification ECG},
  YEAR = 1979,
  ADDRESS = {Nice, France},
  LSSREF = {CS.79.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari06ch2,
  AUTHOR = {Ali Mohammad-Djafari},
  EDITOR = {Ali Mohammad-Djafari},
  BOOKTITLE = {Probl\`emes inverses en imagerie et en vision},
  YEAR = {2006},
  PUBLISHER = {Trait\'e {IC2}, S\'erie traitement du signal et de l'image, Herm\`es (Ali Mohammad-Djafari ed.)},
  ADDRESS = {Paris},
  CHAPTER = 1,
  TITLE = {Introduction aux probl\`emes inverses en imagerie et en vision},
  PAGES = {},
  LSSTYPE = {L4},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari06ch1,
  AUTHOR = {Ali Mohammad-Djafari},
  EDITOR = {Ali Mohammad-Djafari},
  BOOKTITLE = {Approche bay\'esienne en s\'eparation de sources},
  YEAR = {2006},
  PUBLISHER = {Trait\'e {IC2}, S\'erie traitement du signal et de l'image, Herm\`es, (P. Common et Ch. Jutten ed.)},
  ADDRESS = {Paris},
  CHAPTER = 1,
  TITLE = {S\'eparation de sources},
  PAGES = {},
  LSSTYPE = {L4},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari01z,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Jean-Marc Dintin}},
  EDITOR = {Japan},
  BOOKTITLE = {Approche bay\'esienne pour les probl\`emes inverses},
  YEAR = {2001},
  PUBLISHER = {Trait\'e {IC2}, S\'erie traitement du signal et de l'image, Herm\`es},
  ADDRESS = {Paris},
  CHAPTER = 12,
  TITLE = {Reconstruction tomographique \`a partir d'un nombre faible de projections},
  PAGES = {297--320},
  LSSTYPE = {L4},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{carfantan01z,
  AUTHOR = {{Herv\'e Carfantan} AND {Ali Mohammad-Djafari}},
  EDITOR = {Jérôme Idier},
  BOOKTITLE = {Approche bay\'esienne pour les probl\`emes inverses},
  YEAR = {2001},
  PUBLISHER = {Trait\'e {IC2}, S\'erie traitement du signal et de l'image, Herm\`es},
  ADDRESS = {Paris},
  CHAPTER = 13,
  TITLE = {Tomographie de diffraction},
  PAGES = {321--341},
  LSSTYPE = {L4},
  URL = {http://djafari.free.fr/pdf/}
}

@INCOLLECTION{demoment01b,
  AUTHOR = {{Guy Demoment} AND {J\'er\^ome Idier} AND {Jean-Fran\c{c}ois Giovannelli} AND {Ali Mohammad-Djafari}},
  TITLE = {Probl\`emes inverses en traitement du signal et de l'image},
  YEAR = 2001,
  BOOKTITLE = {{T}echniques de l'{I}ng\'enieur},
  PUBLISHER = {{T}echniques de l'{I}ng\'enieur},
  ADDRESS = {Paris, France},
  SERIES = {Trait\'e T\'el\'ecoms},
  VOLUME = {TE 5 235},
  PAGES = {1--25},
  LSSTYPE = {D}
}

@INCOLLECTION{djafari99a,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Charles Soussen}},
  TITLE = {Compact Object Reconstruction},
  BOOKTITLE = {Discrete Tomography: Foundations, Algorithms and Applications},
  YEAR = 1999,
  EDITOR = {Herman, Gabor T. and Kuba, Attila},
  CHAPTER = 14,
  PAGES = {317--342},
  ADDRESS = {Boston, MA, USA},
  PUBLISHER = {{B}irkhauser},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  LSSTYPE = {L4},
  URL = {http://djafari.free.fr/pdf/}
}

@INCOLLECTION{carfantan97b,
  AUTHOR = {{Herv\'e Carfantan} AND {Ali Mohammad-Djafari}},
  TITLE = {An overview of nonlinear diffraction tomography within the {B}ayesian estimation framework},
  BOOKTITLE = {{I}nverse {P}roblems of {W}ave {P}ropagation and {D}iffraction},
  YEAR = 1997,
  PAGES = {107-124},
  PUBLISHER = {Lecture Notes in Physics, Springer Verlag},
  ADDRESS = {New York},
  LSSTYPE = {L4},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari06a,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Approche bay\'esienne en s\'eparation de sources},
  BOOKTITLE = {TBICA 2006},
  YEAR = 2006,
  MONTH = JUL,
  PAGES = {},
  PUBLISHER = {TBICA, CNRS, Paris},
  LSSTYPE = {CA},
  URL = {http://djafari.free.fr/pdf/TBICA06.pdf}
}

@CONFERENCE{djafari05g,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Image reconstruction from only two projections: Can we propose solutions without being Bayesian?},
  BOOKTITLE = {Int. Workshop on Bayesian Inference and Functional Brain mapping},
  YEAR = 2005,
  MONTH = APR,
  SCHOOL = {Centre de Recherches Math\'ematiques de l'Universit\'e de Montr\'eal, Canada},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari05e,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian Approach for Data and Image Fusion},
  BOOKTITLE = {Presented at Mini-Workshop on Information Technology: Future Trends and Socio-cultural Impact Presented by GIAN, The German-Iranian Alumni-Network (GIAN) Tehran University, },
  YEAR = 2005,
  MONTH = FEB,
  SCHOOL = {Teheran University, Iran, February 26-28, 2005},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{mohammadpour04b,
  AUTHOR = {{Adel Mohammadpour} AND ofer AND {Ali Mohammad-Djafari}},
  TITLE = {Bayesian segmentation of Hyperspectral images},
  BOOKTITLE = {MaxEnt04},
  MONTH = AUG,
  YEAR = 2004,
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{mohammadpour04c,
  AUTHOR = {{Adel Mohammadpour} AND {Ali Mohammad-Djafari}},
  TITLE = {An Alternative Criterion to Likelihood for Parameter Estimation Accounting for Prior Information on Nuisance Parameter},
  BOOKTITLE = {MaxEnt04, Garching, Germany},
  MONTH = AUG,
  YEAR = 2004,
  LSSTYPE = {C},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari04f,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian {I}mage {P}rocessing},
  BOOKTITLE = {Fifth Int. Conf. on Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO 2004), Metz, France},
  MONTH = JUL,
  YEAR = 2004,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari04e,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian {B}lind {S}ource {S}eparation modeled as an inverse problem and its link to PCA, FA and ICA},
  BOOKTITLE = {7th Iranian Statistical Conference, Allameh Tabatabaie University, Tehran, Iran, August 23-25, 2004},
  MONTH = AUG,
  YEAR = 2004,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari04d,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {A {B}ayesian classification approach to change points detection in time series},
  BOOKTITLE = {7th Iranian Statistical Conference, Allameh Tabatabaie University, Tehran, Iran},
  MONTH = AUG,
  YEAR = 2004,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari04c,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian change point analysis of time series},
  BOOKTITLE = {Int. Workshop on Computer Vision, Institute for Studies in Theoretical Physics and Mathematics (IPM), Tehran, Iran},
  MONTH = APR,
  YEAR = 2004,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari04b,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian {B}lind {S}ource {S}eparation},
  BOOKTITLE = {Int. Workshop on Computer Vision, Institute for Studies in Theoretical Physics and Mathematics (IPM), Tehran, Iran},
  MONTH = APR,
  YEAR = 2004,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari04a,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian {D}ata and {I}mage {F}usion},
  BOOKTITLE = {Int. Workshop on Computer Vision, Institute for Studies in Theoretical Physics and Mathematics (IPM), Tehran, Iran},
  MONTH = APR,
  YEAR = 2004,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari03d,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian data fusion for efficient detection and estimation in computed tomography},
  BOOKTITLE = {BAYES03, USA},
  YEAR = 2003,
  MONTH = AUG,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari03a,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian approach for inverse problems in optics},
  BOOKTITLE = {SPIE03, USA},
  MONTH = SEP,
  YEAR = 2003,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari02h,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {A {B}ayesian Approach for Data and Image Fusion},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  EDITOR = {Ch. Williams},
  ORGANIZATION = {MaxEnt Workshops},
  PUBLISHER = {{AIP} Conference Proceedings 659},
  ADDRESS = {Univ. of Idaho, Moscow, Idaho, USA},
  PAGES = {386-407},
  MONTH = AUG,
  YEAR = 2002,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari02f,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Yet Another Analysis of Dice Problems},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  EDITOR = {Ch. Williams},
  ORGANIZATION = {MaxEnt Workshops},
  PUBLISHER = {AIP Conference Proceedings 570},
  MONTH = AUG,
  YEAR = 2002,
  ADDRESS = {Univ. of Idaho, Moscow, Idaho, USA},
  ANNOTE = {Maxent02},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{demoment02b,
  AUTHOR = {{Guy Demoment} AND {J\'er\^ome Idier} AND {Jean-Fran\c{c}ois Giovannelli} AND {Ali Mohammad-Djafari}},
  TITLE = {Restauration et reconstruction d'image},
  BOOKTITLE = {Le traitement d'image \`a l'aube du XXIe si\`ecle},
  ADDRESS = {Paris, France},
  PAGES = {45--56},
  MONTH = MAR,
  YEAR = 2002,
  ORGANIZATION = {Journ\'ees d'\'etudes {SEE}},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari01,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian approach for blind sources separation in acoustics},
  BOOKTITLE = {Acoustical Society of America, Chicago, Illinois, USA},
  MONTH = JUN,
  YEAR = {2001},
  VOLUME = {Chicago, Illinois},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari01h,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian inference for inverse problems},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods},
  EDITOR = {Robert Fry},
  ORGANIZATION = {MaxEnt Workshops},
  PUBLISHER = {AIP Conference Proceedings 569},
  PAGES = {},
  YEAR = 2001,
  MONTH = AUG,
  ADDRESS = {John Hopskin Univ., MD, USA},
  ANNOTE = {Maxent01},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari04coa,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Mahieddine Ichir} AND {Hichem Snoussi}},
  TITLE = {PCA, ICA, FA and Bayesian Blind Source Separation: An Oerview},
  BOOKTITLE = {MaxEnt04, Max-Planck Institiute, Garching, Germany, Augoust04},
  MONTH = AUG,
  YEAR = 2004,
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelets},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{mohammadpour05b,
  AUTHOR = {Ali Mohammad-Djafari AND Adel Mohammadpour},
  TITLE = {Modeling wavelength and spatial dependency in the hyperspectral image processing},
  BOOKTITLE = {STATDEP 2005, Statistics for Dependent Data},
  PUBLISHER = {STATDEP 2005, Paris/Malakoff},
  YEAR = {2005},
  KEYWORDS = {},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{feron04b,
  AUTHOR = {F\'eron, O. AND Chama, Z. AND Mohammad-{D}jafari, A.},
  TITLE = {Reconstruction of piecewise homogeneous images from partial knowledge of their {F}ourier transform},
  BOOKTITLE = {MaxEnt04},
  ADDRESS = {Garching, {G}ermany},
  MONTH = {august},
  YEAR = 2004,
  EDITOR = {Erickson, Gary and Zhai, Yuxiang },
  PUBLISHER = {American {I}nstitute of {P}hysics},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari04cob,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Olivier Féron} AND {Zouaoui Chama}},
  TITLE = {Reconstruction of piecewise homogeneous images from partial knowledge of their Fourier transform},
  BOOKTITLE = {MaxEnt04, Max-Planck Institiute, Garching, Germany, Augoust04},
  MONTH = AUG,
  YEAR = 2004,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{moussaoui04c,
  AUTHOR = {{Moussaoui, S.}  AND {Brie, David}  AND {Ali Mohammad-Djafari}},
  TITLE = {Separation of Non-negative Mixture of Non-negative sources using a Bayesian approach and MCMC sampling},
  BOOKTITLE = {MaxEnt04, Max-Planck Institiute, Garching, Germany, Augoust04},
  MONTH = AUG,
  YEAR = 2004,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{feron03a,
  AUTHOR = {F\'eron, O. and Mohammad-{D}jafari, A.},
  TITLE = {A {H}idden {M}arkov model for {B}ayesian data fusion of multivariate signals},
  BOOKTITLE = {Fifth Int. Triennal Calcutta Symposium on Probability and Statistics},
  MONTH = {december},
  YEAR = 2003,
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{feron03b,
  AUTHOR = {Mohammad-{D}jafari, A. and F\'eron, O.},
  TITLE = {A {B}ayesian approach to change point analysis of discrete time series},
  BOOKTITLE = {Int. Symposium on Emerging Strategies for Improving Productivity, Quality and Reliability},
  MONTH = {december},
  YEAR = 2003,
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari03r,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Olivier F\'eron}},
  TITLE = {A {H}idden {M}arkov model for {B}ayesian fusion of multivariate signals},
  BOOKTITLE = {Fifth Int. Triennial Calcutta Symposium on Probability and Statistics, Dept. of Statistics, Calcutta University, Kolkata, India},
  MONTH = DEC,
  YEAR = 2003,
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari03s,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {Rao {B}lackwell approximation for fast {MCMC} implementation of Bayesian blind source separation problems},
  BOOKTITLE = {Int. Symposium on Recent Advances in Mathematics and its Applications (ISRAMA 2003), Calcutta Mathematical Society, Salt Lake city, Kolkata, India},
  MONTH = DEC,
  YEAR = 2003,
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari03t,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Olivier F\'eron}},
  TITLE = {A {B}ayesian approach to change point analysis of discrete time series},
  BOOKTITLE = {Int. Symposium on Emerging Strategies for Improving Productivity, Quality and Reliability, Kolkata, India},
  MONTH = DEC,
  YEAR = 2003,
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari01b,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Charles Soussen}},
  TITLE = {Shape estimation of a {3-D} compact object from a few tomographic data},
  BOOKTITLE = {Conference on Applied Inverse Problems: Theoretical and Computational Aspects},
  YEAR = 2001,
  MONTH = JUN,
  SCHOOL = {},
  ADDRESS = {Montecatini Terme, Italy},
  ANNOTE = {18-22 juin},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari00y,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Contour-based models for 3{D} binary reconstruction in {X}-ray tomography: Part I},
  BOOKTITLE = {{D}iscrete {T}omography {W}orkshop},
  YEAR = 2000,
  MONTH = OCT,
  ADDRESS = {Siena, Italy},
  ANNOTE = {12 octobre 2000},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{soussen00e,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Contour-based models for 3{D} binary reconstruction in {X}-ray tomography: Part II},
  BOOKTITLE = {{D}iscrete {T}omography {W}orkshop},
  YEAR = 2000,
  MONTH = OCT,
  ADDRESS = {Siena, Italy},
  ANNOTE = {12 octobre 2000},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{soussen99c,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Reconstruction 3{D} de d\'efauts compacts en tomographie},
  BOOKTITLE = {{GDR-PRC-ISIS}, GT1},
  YEAR = 1999,
  MONTH = OCT,
  ADDRESS = {Paris, France},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{carfantan96b,
  AUTHOR = {{Herv\'e Carfantan} AND {Ali Mohammad-Djafari}},
  TITLE = {An overview of nonlinear diffraction tomography within the {B}ayesian estimation framework},
  BOOKTITLE = {Conference on inverse problems of wave propagation and diffraction},
  YEAR = 1996,
  MONTH = SEP,
  ADDRESS = {Aix-les-Bains, France},
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{gautier95c,
  AUTHOR = {{St\'ephane Gautier} AND glb AND {Ali Mohammad-Djafari} AND {Lavayssi\`ere, Blandine}},
  TITLE = {Fusion de donn\'ees radiographiques et ultrasonores, en vue d'une applicaion en contr\^ole non destructif},
  BOOKTITLE = {Second international workshop on inverse problems in electromagnetism and acoustic},
  YEAR = 1995,
  MONTH = MAY,
  ADDRESS = {Clermont-Ferrand, France},
  ANNOTE = {Ali Mohammad-Djafari},
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{brette94b,
  AUTHOR = {{st\'ephane Brette} AND {J\'er\^ome Idier} AND {Ali Mohammad-Djafari}},
  TITLE = {Scale Invariant {B}ayesian Estimator for Inversion of Noisy Linear System},
  BOOKTITLE = {Fifth Valencia Int. Meeting on {B}ayesian Statistics},
  YEAR = 1994,
  MONTH = JUN,
  ADDRESS = {Spain},
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari93b,
  AUTHOR = {{Ali Mohammad-Djafari} AND {J\'er\^ome Idier}},
  TITLE = {Scale Invariant {B}ayesian Estimators for Linear Inverse Problems},
  BOOKTITLE = {Proc. of the First ISBA meeting},
  YEAR = 1993,
  MONTH = AUG,
  ADDRESS = {San Francisco, {CA}, USA},
  ANNOTE = {Journal of American Mathematical Society, section Bayesian Statistics},
  LSSTYPE = {CS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari06z,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {{TOMO1}~: Ensemble de logiciels de reconstruction d'images en tomographie X},
  INSTITUTION = {CNRS},
  YEAR = 2003,
  TYPE = {Description d'un logiciel},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari03z,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {{DEC1D}~: Ensemble de logiciels de d\'econvolution des signaux 1D},
  INSTITUTION = {GPI, No. dossier CNRS: 63839, No. dossier FIST: C0312358},
  YEAR = 2003,
  TYPE = {Description d'un logiciel},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari00z,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {{RATX-GC-2D}~: Ensemble de logiciels de reconstruction d'image en tomographie X en g\'eom\'etrie conique {2D}},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 2000,
  TYPE = {Description d'un logiciel},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari90z,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {{MEDEC}~: D\'econvolution \`a maximum d'entropie},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1990,
  TYPE = {Description d'un logiciel},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari92z,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {{SF2D}~: Synth\`ese de Fourier 2D \`a maximum d'entropie},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1990,
  TYPE = {Description d'un logiciel},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{smith06,
  AUTHOR = {Smith, Isabelle},
  TITLE = {D\'etection de sources dans des images d'optiques adaptative},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 2003,
  TYPE = {Rapport de stage de {DEA}},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{ichir03,
  AUTHOR = {Ichir, Mahieddine},
  TITLE = {S\'eparation de sources dans le domaine d'ondelettes},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 2003,
  TYPE = {Rapport de stage de {DEA}},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelets},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{rahmani03,
  AUTHOR = {Rahmani, Pejman},
  TITLE = {Reconstruction d'images en tomographie microondes},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 2003,
  TYPE = {Rapport de stage de {DEA}},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{feron03,
  AUTHOR = {F\'eron, Olivier},
  TITLE = {Approche bay\'esienne en fusion d'images},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 2003,
  TYPE = {Rapport de stage de {DEA} et de fin d'\'etudes {Sup\'elec}.},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{touhami02,
  AUTHOR = {Touhami, Wala},
  TITLE = {Une approche multir\'esolution pour la reconstruction 3D de la surface d'un objet compact en tomography},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 2002,
  TYPE = {Rapport de stage de {DEA-ATS} et de fin d'\'etudes {Sup\'elec}.},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{ichir02,
  AUTHOR = {Mahieddine Ichir},
  TITLE = {Approche mulir\'esolution en s\'eparation de sources: Utilisation des ondelettes},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 2002,
  TYPE = {Rapport de stage de {DEA-ATS} et de fin d'\'etudes {Sup\'elec}.},
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelets},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{laplanche02,
  AUTHOR = {Laplanche, Christophe},
  TITLE = {Fusion bay\'esienne de donn\'ees en reconstruction tomographique},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 2002,
  TYPE = {Rapport de stage de {DEA-ENST} de Bretagne},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{nicola01,
  AUTHOR = {Nicola, Barbara},
  TITLE = {Approche bay\'esienne en s\'eparation de sources color\'ees},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 2002,
  TYPE = {Rapport de stage de {DEA-INPG} Grenoble},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{snoussi00b,
  AUTHOR = {Hichem Snoussi},
  TITLE = {Approche bay\'esienne pour la s\'eparation de sources},
  INSTITUTION = {Groupe problèmes inverses},
  TYPE = {Rapport de stage de {DEA-ATS} et de fin d'\'etudes {Sup\'elec}.},
  YEAR = 2000,
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{cano97,
  AUTHOR = {Cano, \'Eric},
  TITLE = {Reconstruction d'objets compacts 2{D} et 3{D} en Tomographie {X} par m\'ethodes g\'eom\'etriques et par courbes de niveau},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1997,
  MONTH = JUL,
  ADDRESS = {Gif-sur-Yvette, France},
  TYPE = {Rapport de stage de {DEA-ATS} et de fin d'\'etudes {Sup\'elec}.},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{bouchon95,
  AUTHOR = {Bouchon, Laure},
  TITLE = {M\'ethodes non lin\'eaires en reconstruction d'images appliqu\'ee \`a la tomographie {X}},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1995,
  MONTH = JUN,
  ADDRESS = {Gif-sur-Yvette, France},
  TYPE = {Rapport de stage de fin d'\'etudes {Sup\'elec}.},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{mekdade95,
  AUTHOR = {Mekdade, Z.},
  TITLE = {Reconstruction d'image d'un objet compact avec un support polygonal},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1995,
  ADDRESS = {Gif-sur-Yvette, France},
  TYPE = {Rapport de stage du {DEA-ATS}.},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{roland94,
  AUTHOR = {Roland, Didier},
  TITLE = {Reconstruction d'image compos\'ee d'objets compacts},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1994,
  ADDRESS = {Gif-sur-Yvette, France},
  TYPE = {Rapport de stage du {DEA-ATS}.},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{brette93,
  AUTHOR = {Stéphane Brette},
  TITLE = {Approche bay\'esienne des probl\`emes inverses},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1993,
  ADDRESS = {Gif-sur-Yvette, France},
  TYPE = {Rapport de stage du {DEA-ATS}.},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{eldarwiche92,
  AUTHOR = {Eldarwiche, B.},
  TITLE = {Maximum d'entropie en reconstruction d'image},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1992,
  ADDRESS = {Gif-sur-Yvette, France},
  TYPE = {Rapport de stage du X et du {DEA-ATS}.},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{nikolova91,
  AUTHOR = {Mila Nikolova},
  TITLE = {Tomography de diffraction par courants de {F}oucault pour lecontr\^ole non destructif des milieux conducteurs},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1991,
  TYPE = {Rapport de stage du {DEA-ATS}.},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{merle89,
  AUTHOR = {{Merle, Ph.} AND {Marneffe, Ch.}  AND {Ali Mohammad-Djafari} AND {Guy Demoment}},
  TITLE = {Recherche d'une loi {\em a priori} en restauration d'images},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1989,
  ADDRESS = {Gif-sur-Yvette, France},
  NUMBER = {89/023},
  TYPE = {Rapport de stage de fin d'\'etudes \`a l'\'ecole polytechnique.},
  LSSTYPE = {RS},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari06x,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian Inference and Maximum Entropy Methods in Science and Engineering},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods in Science and Engineering},
  ORGANIZATION = {MaxEnt 2006},
  EDITOR = {Ali Mohammad-Djafari},
  PUBLISHER = {American Institute of Physics conference proceedings number 568},
  ADDRESS = {Paris, France},
  YEAR = 2006,
  MONTH = JUL,
  LSSREF = {L2},
  URL = {http://www.maxent2006.org/}
}

@INPROCEEDINGS{djafari00x,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian Inference and Maximum Entropy Methods in Science and Engineering},
  BOOKTITLE = {Bayesian Inference and Maximum Entropy Methods in Science and Engineering},
  ORGANIZATION = {MaxEnt 2000},
  EDITOR = {Ali Mohammad-Djafari},
  PUBLISHER = {American Institute of Physics conference proceedings number 568},
  ADDRESS = {Gif-sur-Yvette, France},
  YEAR = 2000,
  MONTH = JUL,
  LSSREF = {L2},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari99x,
  AUTHOR = {{Pr\^eteux, F.}  AND {Dougherty, E.}  AND {Ali Mohammad-Djafari}},
  TITLE = {Mathematical modelling, Bayesian estimation and Inverse Problems},
  BOOKTITLE = {Mathematical modelling, Bayesian estimation and Inverse Problems},
  ORGANIZATION = {SPIE 99},
  EDITOR = {Ali Mohammad-Djafari},
  PUBLISHER = {SPIE},
  ADDRESS = {San Diego, California, USA},
  YEAR = 1999,
  MONTH = JUL,
  LSSREF = {L2},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari98x,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian inference for inverse problems},
  BOOKTITLE = {Bayesian inference for inverse problems},
  ORGANIZATION = {SPIE 98},
  EDITOR = {Ali Mohammad-Djafari},
  PUBLISHER = {SPIE},
  ADDRESS = {Denvers, Colorado, USA},
  YEAR = 1998,
  MONTH = JUL,
  LSSREF = {L2},
  URL = {http://djafari.free.fr/pdf/}
}

@INPROCEEDINGS{djafari92x,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Guy Demoment}},
  TITLE = {Maximum Entropy Methods and Bayesian Methods in Science and Engineering},
  BOOKTITLE = {Maximum Entropy and Bayesian Methods in Science and Engineering},
  ORGANIZATION = {MaxEnt 1992},
  EDITOR = {Ali Mohammad-Djafari},
  PUBLISHER = {Kluwer Acad. Publ., Netherland, 1993},
  ADDRESS = {CNRS, Paris, France},
  YEAR = 1992,
  MONTH = JUL,
  LSSREF = {L2},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{bali06thf,
  AUTHOR = {Nadia Bali},
  TITLE = {M\'ethodes de classification bay\'esienne pour segmentation des images hyper spectrales},
  YEAR = 2007,
  TYPE = {Thèse},
  MONTH = SEP,
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris--Sud},
  ANNOTE = {NBAL},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{feron06thf,
  AUTHOR = {Olivier F\'eron},
  TITLE = {Approche bay\'esienne en s\'eparation de sources. Applications en imagerie.},
  YEAR = 2006,
  TYPE = {Thèse},
  MONTH = SEP,
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris--Sud},
  ANNOTE = {OFER},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{brault05thf,
  AUTHOR = {Patrice Brault},
  TITLE = {Approche bay\'esienne en s\'eparation de sources. Applications en imagerie.},
  YEAR = 2005,
  TYPE = {Thèse},
  MONTH = SEP,
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris--Sud},
  ANNOTE = {PBR},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{humblot05thf,
  AUTHOR = {Fabrice Humblot},
  TITLE = {D\'etection de petits objets dans une image en utilisant les techniques de super-r\'esolution},
  YEAR = 2005,
  TYPE = {Thèse},
  MONTH = SEP,
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris--Sud},
  ANNOTE = {Christophe Collet, Xavier Descombes, Mihai Datcu, Bertrand Zavidowick, Bertrand Collin, {Ali Mohammad-Djafari}, 6 dec 2005},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{ichir05thf,
  AUTHOR = {Mahieddine Ichir},
  TITLE = {Estimation bay\'esienne et approche multi-r\'esolution en s\'eparation de sources. Applications en imagerie.},
  YEAR = 2005,
  TYPE = {Thèse},
  MONTH = SEP,
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris--Sud},
  ANNOTE = {Olivier Amblard, Yves Grenier, },
  KEYWORDS = {Blind Source Separation, Hidden Markov Models, Wavelets},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{snoussi03thf,
  AUTHOR = {Hichem Snoussi},
  TITLE = {Approche bay\'esienne en s\'eparation de sources. Applications en imagerie.},
  YEAR = 2003,
  TYPE = {Thèse},
  MONTH = SEP,
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris--Sud},
  ANNOTE = {HS},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{soussen00f,
  AUTHOR = {Charles Soussen},
  TITLE = {Reconstruction 3{D} d'un objet compact en tomographie},
  YEAR = 2000,
  TYPE = {Thèse},
  MONTH = DEC,
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris--Sud},
  ANNOTE = {soutenue le 20 d\'ecembre 2000.},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{montemont00a,
  AUTHOR = {Guillaume Mont\'emont},
  TITLE = {Optimisation des performances de d\'etecteurs {CdTe} et {CdZnTe} en spectrom\'etrie gamma},
  YEAR = 2000,
  TYPE = {Thèse},
  MONTH = OCT,
  ADDRESS = {Grenoble, France},
  SCHOOL = {{INPG}  AND {LETI, CEA}},
  ANNOTE = {soutenue le 24 octobre 2000.},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{carfantan96c,
  AUTHOR = {Herv\'e Carfantan},
  TITLE = {Approche bay\'esienne pour un probl\`eme inverse non lin\'eaire en imagerie \`a ondes diffract\'ees},
  YEAR = 1996,
  MONTH = DEC,
  TYPE = {Thèse},
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris-Sud},
  ANNOTE = {soutenue en 1996.},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{gautier96,
  AUTHOR = {St\'ephane Gautier},
  TITLE = {Fusion de donn\'ees gammagraphiques et ultrasonores. {A}pplication au contr\^ole non destructif},
  YEAR = 1996,
  MONTH = DEC,
  TYPE = {Thèse},
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris-Sud},
  ANNOTE = {soutenue en 1996.},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{nikolova95b,
  AUTHOR = {Mila Nikolova},
  TITLE = {Inversion markovienne de probl{\`e}mes lin{\'e}aires mal pos{\'e}s. application {\`a} l'imagerie tomographique},
  YEAR = 1995,
  MONTH = FEB,
  TYPE = {Thèse},
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris-Sud},
  ANNOTE = {soutenue en 1995.},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@PHDTHESIS{premel92,
  AUTHOR = {Denis Pr\'emel},
  TITLE = {Imagerie des milieux conducteurs par courants de Foucault},
  YEAR = 1992,
  MONTH = DEC,
  TYPE = {Thèse},
  ADDRESS = {Orsay, France},
  SCHOOL = {Universit\'e de Paris-Sud},
  ANNOTE = {soutenue en 1992.},
  LSSTYPE = {T},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari05z,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Ensemble de logiciel de reconstruction d'image en tomographie X ({RATX-GC}): Reconstruction Alg\'ebrique en Tomographie X en G\'eom\'etrie Conique)},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 2005,
  TYPE = {Rapport interne et dossier de valorisation {CNRS}},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{gautier95,
  AUTHOR = {{St\'ephane Gautier} AND {Ali Mohammad-Djafari}},
  TITLE = {M\'ethodes d'imagerie par utilisation conjointe de donn\'ees ultrasonores et radiographiques},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1995,
  TYPE = {Rapport de contrat (confidentiel) {CNRS}--{\'Electricit\'e de France}},
  KEYWORDS = {D\'econvolution, Reconstruction 3D,AMD},
  LSSTYPE = {RC},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{deolivera92a,
  AUTHOR = {de Olivera, Rodrigo and Lesselier, Dominique and Duch\^ene, Bernard  AND Ali Mohammad-Djafari AND Mila Nikolova},
  TITLE = {Imagerie par courants de Foucault d'une anomalie de conductivit\'e dans un block m\'etallique},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1992,
  NUMBER = {Convention P11L22/4L9034-I7205},
  TYPE = {Rapport interm\'ediaire},
  LSSTYPE = {RC},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari96r,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Fusion de donn\'ees en contr\^ole non destructif},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = {1993-1996},
  TYPE = {Rapport de contrat {CNRS}--{\'Electricit\'e de France}},
  LSSTYPE = {RC},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari96y,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Restauration d'images satellitaires},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = {1995-1996},
  TYPE = {Rapport de contrat {CNRS}--{GDR-ISIS}--{CNES}},
  LSSTYPE = {RC},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari92r,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Imagerie par courants de Foucault},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = {1990-1992},
  TYPE = {Rapport de contrat {CNRS}--{\'Electricit\'e de France}},
  LSSTYPE = {RC},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari92s,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {D\'econvolution \`a maximum d'entropie des signaux et des images},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = {1990-1992},
  TYPE = {Rapport de contrat {CNRS}--{CEA}},
  LSSTYPE = {RC},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari05h,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Approche bay\'esienne pour la r\'esolution des diff\'erents probl\`emes inverses en spectrom\'etrie},
  BOOKTITLE = {S\'eminaire : {INRA}},
  YEAR = 2005,
  MONTH = JUN,
  SCHOOL = {INRA, Joy-en-Josas},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari05i,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Image reconstruction from only two projections: Can we propose solutions without being Bayesian?},
  BOOKTITLE = {Seminar : Centre de Recherches Math\'ematiques de l'Universit\'e de Montr\'eal},
  YEAR = 2005,
  MONTH = APR,
  SCHOOL = {Centre de Recherches Math\'ematiques de l'Universit\'e de Montr\'eal, Canada},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari05f,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Reconstruction d'image en tomographie X},
  BOOKTITLE = {S\'eminaire : {J}. NOESIS},
  YEAR = 2005,
  MONTH = MAR,
  SCHOOL = {NOESIS, Les Ulis},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari05j,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian Approach for Data and Image Fusion},
  BOOKTITLE = {Presented at Mini-Workshop on Information Technology: Future Trends and Socio-cultural Impact" Presented by GIAN, The German-Iranian Alumni-Network (GIAN) Tehran University, },
  YEAR = 2005,
  MONTH = FEB,
  SCHOOL = {Teheran University, Iran, February 26-28, 2005},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari05d,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Inverses problems in computer vision},
  BOOKTITLE = {Seminar : {IUST}},
  YEAR = 2005,
  MONTH = MAR,
  SCHOOL = {Teheran University, Iran, Feb 23-24, 2005},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari05c,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Bayesian approach for inverses problems in computer vision},
  BOOKTITLE = {Seminar : {MVIP2005}},
  YEAR = 2005,
  MONTH = MAR,
  SCHOOL = {Iran University of Sciences and Technology, mar, 03 2005},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari05b,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Reconstruction d'image en tomographie (Apport d'une approche bay\'esienne)},
  BOOKTITLE = {S\'eminaire : {J}ourn\'ee probl\`emes inverses, EDF},
  YEAR = 2005,
  MONTH = JAN,
  SCHOOL = {{EDF} {C}lamart, 15 F\'ev. 2005},
  ADDRESS = {Clamart, France},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari05a,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Maximum Entropie et Probl\`emes Inverses},
  BOOKTITLE = {S\'eminaire : {J}ourn\'ee de m\'ecanique probabiliste},
  YEAR = 2005,
  MONTH = JAN,
  SCHOOL = {{E}cole {C}entrale de {P}aris, 19 Jan. 2005},
  ADDRESS = {Antony, France},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari04g,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Approche bay\'esienne pour les probl\`emes inverses},
  BOOKTITLE = {S\'eminaire : {J}ourn\'ee Math-Stics, CMAP, Polytechnique},
  YEAR = 2004,
  MONTH = DEC,
  SCHOOL = {{E}cole {P}olytechniques, 15 D\'ec. 2004},
  ADDRESS = {Paliaseau, France},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari04i,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Statistical methods for inverses problems},
  BOOKTITLE = {First Iranian Ph.D. students seminar (ICSMS)},
  YEAR = 2004,
  MONTH = DEC,
  SCHOOL = {{ENST} Paris, 11 D\'ec. 2004},
  ADDRESS = {Paris, France},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari01a,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Charles Soussen}},
  TITLE = {Reconstruction 3D de la forme g\'eom\'etrique d'un objet compact et homog\`ene \`a partir d'un nombre tr\`es faible de ses radiographies},
  BOOKTITLE = {S\'eminaire {M}\'ethodes {M}ath\'ematiques du {T}raitement d'{I}mages},
  YEAR = 2001,
  MONTH = MAR,
  SCHOOL = {Laboratoire d'Analyse Num\'erique, {CNRS} \& {U}niversit\'e {P}ierre et {M}arie {C}urie},
  ADDRESS = {Paris, France},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari00b,
  AUTHOR = {{Ali Mohammad-Djafari} AND {Charles Soussen}},
  TITLE = {Reconstruction 3D de la forme g\'eom\'etrique d'un objet compact et homog\`ene \`a partir d'un nombre tr\`es faible de ses radiographies},
  BOOKTITLE = {S\'eminaire de l'\'Ecole Normale Sup\'erieure},
  YEAR = 2000,
  MONTH = DEC,
  ADDRESS = {Paris, France},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{soussen00b,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Reconstruction d'objets compacts en tomographie~: mod\`eles g\'eom\'etriques},
  BOOKTITLE = {S\'eminaire, LIMSI},
  YEAR = 2000,
  MONTH = MAY,
  SCHOOL = {\UPS},
  ADDRESS = {Orsay, France},
  LSSREF = {CS.00.S.**},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{soussen00d,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Reconstruction d'objets compacts en tomographie~: mod\`eles g\'eom\'etriques},
  BOOKTITLE = {S\'eminaire au centre de robotique de l'\'ecole des Mines de Paris},
  YEAR = 2000,
  MONTH = SEP,
  ADDRESS = {},
  ANNOTE = {14 septembre 2000},
  LSSREF = {CS.00.S.**},
  KEYWORDS = {Computed Tomography, Image reconstruction, Shape reconstruction},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{soussen99e,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Reconstruction 3{D} de d\'efauts compacts en tomographie},
  BOOKTITLE = {{GDR-PRC ISIS}, GT1},
  YEAR = 1999,
  MONTH = OCT,
  ADDRESS = {Paris, France},
  LSSREF = {CS.99.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari97k,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {SHAPE RECONSTRUCTION IN TOMOGRAPHY FROM A FEW NUMBER OF PROJECTIONS},
  BOOKTITLE = {S\'eminaire INRIA Sophia Antipolis, France},
  YEAR = 1997,
  MONTH = JUL,
  ANNOTE = {Seminaire INRIA},
  LSSREF = {D},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari97l,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Probabilistic approaches to inverse problems},
  BOOKTITLE = {Seminar in Electrical Eng. Dept. of the University of Notre Dame, IN, USA},
  YEAR = 1997,
  MONTH = SEP,
  ANNOTE = {Seminaire UND},
  LSSREF = {D},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari97m,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Solving inverses problems: From deterministic to probabilistic approaches},
  BOOKTITLE = {Seminar in Electrical Eng. Dept. of Purdue University, IN, USA},
  YEAR = 1997,
  MONTH = DEC,
  ANNOTE = {S\'eminaire \`a l'universit\'e de Purdue},
  LSSREF = {D},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari96n,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Approches probabilistes pour la r\'esolution des probl\`emes inverses},
  BOOKTITLE = {S\'eminaire~: Univ. de Cergy--Pontoise, France},
  YEAR = 1996,
  MONTH = SEP,
  LSSREF = {CS.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari96o,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {M\'ethodes probabilistes et les probl\`emes inverses},
  BOOKTITLE = {S\'eminaire~: CREST--INSEE, Lab. de Statistique, Malakoff, France},
  YEAR = 1996,
  MONTH = MAY,
  LSSREF = {CS.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari96m,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {M\'ethodes probabilistes pour les probl\`emes inverses},
  BOOKTITLE = {S\'eminaire~: Unit\'e INSERM d'Imagerie Biom\'edicale, Paris, France},
  YEAR = 1996,
  MONTH = APR,
  LSSREF = {CS.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari96p,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {\'{E}valuation de l'ad\'equation des m\'ethodes de restauration aux besoins du CNES en imagerie optique. Pr\'esentation du probl\`eme et le th\`eme de la journ\'ee: Qualit\'e de l'image},
  BOOKTITLE = {S\'eminaire~: R\'eunion contrat CNES--GdR ISIS, ENST, Paris},
  YEAR = 1996,
  MONTH = APR,
  LSSREF = {CS.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{djafari96l,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {M\'ethodes probabilistes pour les probl\`emes inverses},
  BOOKTITLE = {S\'eminaire INRIA Sophia Antipolis, France},
  YEAR = 1996,
  MONTH = FEB,
  LSSREF = {CS.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@CONFERENCE{nikolova93,
  AUTHOR = {{Mila Nikolova} AND {J\'er\^ome Idier} AND {Ali Mohammad-Djafari}},
  TITLE = {Relaxation d\'eterministe en imagerie markovienne},
  BOOKTITLE = {{GDR}, {TDSI}, {GT2}},
  YEAR = 1993,
  ADDRESS = {Paris, France},
  LSSREF = {CS.93.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@ARTICLE{bali06a,
  AUTHOR = {{Nadia Bali} AND {Ali Mohammad-Djafari}},
  TITLE = {Bayesian Approach with Hidden Markov Modeling and Mean Field Approximation for Hyperspectral Data Analysis},
  YEAR = 2006,
  JOURNAL = {{IEEE} {T}rans. on {I}image {P}rocessing},
  VOLUME = {submitted},
  NUMBER = {TIP-02749-2006},
  MONTH = {},
  PAGES = {},
  LSSTYPE = {A},
  URL = {http://djafari.free.fr/pdf/}
}

@UNPUBLISHED{moussaoui-2004chemolab,
  AUTHOR = {S. Moussaoui and C. Carteret and D. Brie and A. Mohammad-Djafari },
  TITLE = {{B}ayesian Analysis of Spectral Mixture Data using {M}arkov Chain {M}onte {C}arlo Methods},
  NOTE = {En r{\'e}vision pour \emph{Chemometrics and Intelligent Laboratory Systems}},
  YEAR = 2004,
  MONTH = DEC,
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari95a,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {{B}ayesian Approach with Maximum Entropy Priors to Imaging Inverse Problems, Part {I}~: Foundations},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1995,
  ADDRESS = {Gif-sur-Yvette, France}
}

@TECHREPORT{djafari95b,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {{B}ayesian Approach with Maximum Entropy Priors to Imaging Inverse Problems, Part {II}: Applications},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1995,
  ADDRESS = {Gif-sur-Yvette, France}
}

@TECHREPORT{djafari96i,
  AUTHOR = {{Ali Mohammad-Djafari} AND {H.G. Miller}},
  TITLE = {A Bayesian Approach for the Determination of the Charge Density from Elastic Electron Scattering Data},
  INSTITUTION = {L2S--CNRS, Sup\'elec, France and Dept. of Physics, Univ. of Pretoria, South Africa},
  YEAR = 1996,
  LSSREF = {CS.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari96j,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {A Bayesian Estimation Method for Deconvolution and Source Separation},
  INSTITUTION = {Rapport interne L2S--CNRS, Sup\'elec, France},
  YEAR = 1996,
  LSSREF = {CS.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{djafari96k,
  AUTHOR = {Ali Mohammad-Djafari},
  TITLE = {Approche bay\'esienne en traitement d'antenne},
  INSTITUTION = {Rapport interne {Groupe problèmes inverses}, L2S--CNRS, Sup\'elec, France},
  YEAR = 1996,
  LSSREF = {CS.96.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{nikolova94a,
  AUTHOR = {{Mila Nikolova} AND {J\'er\^ome Idier} AND {Ali Mohammad-Djafari}},
  TITLE = {Inversion of ill-posed operators using a piecewise {G}aussian {MRF}},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1994,
  ANNOTE = RAPINT # {GPI/05},
  LSSREF = {RI.94.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{nikolova94d,
  AUTHOR = {{Mila Nikolova} AND {Ali Mohammad-Djafari}},
  TITLE = {Eddy Current Tomography Using a {M}arkov model},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1994,
  ADDRESS = {Gif-sur-Yvette, France}
}

@TECHREPORT{nikolova94f,
  AUTHOR = {Mila Nikolova},
  TITLE = {{M}arkovian inversion of general ill-posed linear problems},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1994,
  ADDRESS = {Gif-sur-Yvette, France}
}

@TECHREPORT{snoussi01,
  AUTHOR = {{Hichem Snoussi} AND {Ali Mohammad-Djafari}},
  TITLE = {D\'eg\'en\'erescences des estimateurs {MV} en s\'eparation de sources},
  INSTITUTION = {Groupe problèmes inverses},
  TYPE = {Technical Report RI-S0010},
  YEAR = {2001},
  ANNOTE = {Rapport interne},
  LSSREF = {RI},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{soussen98,
  AUTHOR = {{Charles Soussen} AND {Ali Mohammad-Djafari}},
  TITLE = {Recovery of moments of a compact homogeneous object from tomographic projection data},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1999,
  LSSREF = {RI.99.S.**},
  URL = {http://djafari.free.fr/pdf/}
}

@TECHREPORT{deolivera92b,
  AUTHOR = {de Olivera, Rodrigo and Lesselier, Dominique and Duch\^ene, Bernard  AND Ali Mohammad-Djafari AND Mila Nikolova},
  TITLE = {Imagerie par courants de Foucault d'une anomalie de conductivit\'e dans un block m\'etallique},
  INSTITUTION = {Groupe problèmes inverses},
  YEAR = 1992,
  NUMBER = {Convention P11L22/4L9034-I7205},
  TYPE = {Rapport interm\'ediaire},
  LSSREF = {RC.92.S.05},
  URL = {http://djafari.free.fr/pdf/}
}

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Last revised:  January 05, 2007