[1] Hichem Snoussi AND Ali Mohammad-Djafari. Estimation of structured gaussian mixtures: the inverse em algorithm. IEEE Trans. on Signal Processing, accepted(to appear), 2006.
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Keywords: Bayesian EM algorithm, Gaussian mixture
[2] Mahieddine Ichir AND Ali Mohammad-Djafari. Hidden markov models for blind source separation. IEEE Trans. on Signal Processing, 15(7):1887-1899, Jul 2006.
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Keywords: Blind Source Separation, Hidden Markov Models, Wavelet
[3] S. Moussaoui, D. Brie, A. Mohammad-Djafari, and C. Carteret. Separation of non-negative mixture of non-negative sources using a bayesian approach and mcmc sampling. IEEE Trans. on Signal Processing, 54(11):1:14, Nov 2006.
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Keywords: Bayesian Blind Source Separation, Non-negative, MCMC
[4] A. Mohammadpour and A. Mohammad-Djafari. Inference with the median of a prior. Entropy 2006, 8(2):67-87, 2006.
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Keywords: Inference, Median, Prior
[5] Fabrice Humblot and Ali Mohammad-Djafari. Super-Resolution using Hidden Markov Model and Bayesian Detection Estimation Framework. EURASIP Journal on Applied Signal Processing, Special number on Super-Resolution Imaging: Analysis, Algorithms, and Applications:ID 36971, 16 pages, 2006.
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Keywords: Super-Resolution, HMM, Classification ; Segmentation
[6] O. Féron, Duchêne B., and A. Mohammad-Djafari. Microwave imaging of inhomogeneous objects made of a finite number of dielectric and conductive materials from experimental data. Inverse Problems, 21(6):95-115, Dec 2005.
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Keywords: Microwave imaging, Bayesian estimation, HMM, Mixture of Gaussians, Segmentation
[7] Patrice Brault and Ali Mohammad-Djafari. Unsupervised bayesian wavelet domain segmentation using a potts-markov random field modeling. Journal of Electronic Imaging, 14(4):043011-1:043011-16, Oct-Dec 2005.
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Keywords: Wavelet, Segmentation
[8] Olivier Féron and Ali Mohammad-Djafari. Image fusion and joint segmentation using an MCMC algorithm. Journal of Electronic Imaging, 14(2):paper no. 023014, Apr 2005.
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Keywords: Image fusion, MCMC, Classification, Segmentation
[9] Charles Soussen and Ali Mohammad-Djafari. Polygonal and polyhedral contour reconstruction in computed tomography. IEEE Trans. on Image Processing, 13(11):1507-1523, Nov 2004.
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Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[10] Hichem Snoussi AND Ali Mohammad-Djafari. Bayesian unsupervised learning for source separation with mixture of gaussians prior. Journal of VLSI Signal Processing Systems, 37(2/3):263-279, June/July 2004.
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Keywords: Bayesian learning, Blind sources separation, Mixture of Gaussians
[11] Hichem Snoussi AND Ali Mohammad-Djafari. Fast joint separation and segmentation of mixed images. Journal of Electronic Imaging, 13(2):349-361, April 2004.
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Keywords: Blind Source Separation, Hidden Markov Models, Wavelets
[12] Ali Mohammad-Djafari, Jean-François Giovannelli, Guy Demoment, and Jérôme Idier. Regularization, maximum entropy and probabilistic methods in mass spectrometry data processing problems. Int. Journal of Mass Spectrometry, 215(1-3):175-193, April 2002.
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Keywords: Regularization, Maximum Entropy, Probabilistic Methods, Mass Spectrometry
[13] Ali Mohammad-Djafari. Entropie en traitement du signal. Traitement du signal, Num. spécial, volume 15(6):545-551, 1999.
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Keywords: Maximum Entropy, Probabilistic Methods
[14] Mila Nikolova, Jérôme Idier, and Ali Mohammad-Djafari. Inversion of large-support ill-posed linear operators using a piecewise Gaussian MRF. IEEE Trans. on Image Processing, 7(4):571-585, April 1998.
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Keywords: Inverse problems, Ill-posed Piecewise Gaussian MRF, GNC
[15] Ali Mohammad-Djafari. Binary polygonal shape image reconstruction from a small number of projections. Elektrik, 5(1):127-138, 1997.
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Keywords: Computed Tomography, Binary Polygonal Shape Reconstruction, Image Reconstruction
[16] Mila Nikolova and Ali Mohammad-Djafari. Eddy current tomography using a binary Markov model. Signal Processing, 49:119-132, 1996.
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Keywords: Computed Tomography, Eddy current tomography, binary Markov model, Image Reconstruction
[17] Denis Prémel and Ali Mohammad-Djafari. Eddy current tomography in cylindrical geometry. IEEE Trans. on Magnetics, M-31(3):2000-2003, May 1995.
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Keywords: Eddy current tomography, Image Reconstruction
[18] Ali Mohammad-Djafari. Maximum d'entropie et problèmes inverses en imagerie. Traitement du signal, pages 87-116, 1994.
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[19] Mail Nguyen and Ali Mohammad-Djafari. Bayesian approach with the maximum entropy priors in image reconstruction from microwave scattered fields data. IEEE Trans. on Medical Imaging, MI-13(2):254-261, June 1994.
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Keywords: Microwave imaging, Computed tomography, Image Reconstruction, Bayesian approach, Maximum Entropy Priors
[20] Ali Mohammad-Djafari and Guy Demoment. Maximum entropy reconstruction in X ray and diffraction tomography. IEEE Trans. on Medical Imaging, MI-7(4):345-354, 1988.
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Keywords: Microwave imaging, Computed tomography, Image Reconstruction, Bayesian approach, Maximum Entropy Priors
[21] Ali Mohammad-Djafari and Guy Demoment. Utilisation de l'entropie dans les problèmes de restauration et de reconstruction d'images. Traitement du signal, 5(4):235-248, 1988.
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Keywords: Image restoration, Image reconstruction, Maximum Entropy
[22] Ali Mohammad-Djafari and Guy Demoment. Maximum entropy Fourier synthesis with application to diffraction tomography. Applied Optics, 26(10):1745-1754, 1987.
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Keywords: Image restoration, Image reconstruction, Maximum Entropy
[23] Ali Mohammad-Djafari and Guy Demoment. Tomographie de diffraction et synthèse de Fourier à maximum d'entropie. Revue Physique Appliqués, 22:153-167, 1987.
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Keywords: Diffraction tomography, Fourier synthesis, Image reconstruction, Maximum Entropy
[24] A. Mohammad-Djafari, F. Heron, R. Duperdu, and J. Perrin. Non-invasive recording of the his-purkinje system electrical activity by a digital system design. J. of Biomedical Eng., 3:147-152, 1979.
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Keywords: His-Purkinje System electrical activity, ECG, Non-invasive recording
[25] stéphane Brette, Jérôme Idier, and Ali Mohammad-Djafari. Scale invariant Markov models for Bayesian inversion of linear inverse problems, pages 199-212. Maximum Entropy and Bayesian Methods. Kluwer Academic Publ., Cambridge, UK, J. Skilling & S. Sibusi edition, 1994.
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[26] Ali Mohammad-Djafari and Jérôme Idier. Maximum entropy prior laws of images and estimation of their parameters, pages 285-293. Kluwer Academic Publ., T.W. Grandy, laramie, wy, usa edition, 1990.
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[27] Ali Mohammad-Djafari and Jérôme Idier. Maximum entropy image construction of the galaxy M51, pages 313-318. Kluwer Academic Publ., T.W. Grandy edition, 1990.
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[28] Ali Mohammad-Djafari and Jérôme Idier. Maximum Likelihood Estimation of the Lagrange Parameters of the Maximum Entropy Distributions, pages 131-140. Kluwer Academic Publ., C.R. Smith, G.J. Erikson and P.O. Neudorfer edition, 1991.
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[29] Ali Mohammad-Djafari. A Matlab Program to Calculate the Maximum Entropy Distributions, pages 221-233. Kluwer Academic Publ., T.W. Grandy edition, 1991.
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[30] Ali Mohammad-Djafari and Jérôme Idier. A scale invariant Bayesian method to solve linear inverse problems, pages 121-134. Kluwer Academic Publisher, G. Heidbreder edition, 1996.
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[31] Ali Mohammad-Djafari. A full Bayesian approach for inverse problems, pages 135-143. Kluwer Academic Publisher, K. Hanson and R.N. Silver edition, 1996.
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[32] Ali Mohammad-Djafari AND Charles Soussen. Compact object reconstruction. In Gabor T. Herman and Attila Kuba, editors, Discrete Tomography: Foundations, Algorithms and Applications, chapter 14, pages 317-342. Birkhauser, Boston, MA, USA, 1999.
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Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[33] Stéphane Gautier, glb, Ali Mohammad-Djafari, and Lavayssière, Blandine. Data fusion in the field of non destructive testing. Maximum Entropy and Bayesian Methods. Kluwer Academic Publ., K. Hanson edition, 1995.
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[34] Ali Mohammad-Djafari and Lionel Robillard. Hierarchical markovian models for 3d computed tomography in non destructive testing applications. In EUSIPCO 2006. EUSIPCO 2006, September 4-8, Florence, Italy, September 2006.
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[35] Nadia Bali AND Ali Mohammad-Djafari. Réduction de données , classification et segmentation des images hyperspectrale vu comme un problème inverse de séparation de sources. In TBICA 2006. TBICA, CNRS, Paris, July 2006.
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[36] Nadia Bali AND Ali Mohammad-Djafari. Joint dimensionality reduction, classification and segmentation of hyperspectral images. In ICIP 2006. ICIP06, October 8-11, Atlanta, GA, USA., October 2006.
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[37] Nadia Bali AND Ali Mohammad-Djafari. Hierarchical markovian models for hyperspectral image segmentation. In ICPR 2006. ICPR06, Aug. 20-24, Hong Gong., August 2006.
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[38] Ali Mohammad-Djafari. Bayesian source separation: Beyond pca and ica. In ESANN 2006. ESANN 2006, September 4-8, Belgium, September 2006.
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[39] Nadia Bali AND Ali Mohammad-Djafari. Hierarchical markovian models for joint classification, segmentation and data reduction of hyperspectral images. In ESANN 2006. ESANN 2006, September 4-8, Belgium, September 2006.
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[40] O. Féron, B. Duchêne, and A. Mohammad-Djafari. Microwave imaging: characterization of unknown dielectric or conductive materials. In MaxEnt05, San Jose, USA,, august 2005.
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[41] O. Féron, B. Duchêne, and A. Mohammad-Djafari. Reconstruction d'objets composés de plusieurs materiaux en tomographie micro-onde. In GRETSI 20, Louvain-la-Neuve, Belgium, September 2005.
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[42] Mahieddine Ichir and Ali Mohammad-Djafari. A mean field approximation approach to blind source separation with lp priors. In Eusipco 2005, Antalya, Turkey, September 2005. Eusipco 2005, Antalya, Turkey, September 2005, September 2005.
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Keywords: Blind Source Separation, Hidden Markov Models, Wavelet, Lp priors, Mean Fielld Approximation
[43] Mahieddine Ichir and Ali Mohammad-Djafari. Hidden markov models for wavelet image separation and denoising. In ICASSP 2005, pages 205-208. ICASSP 2005 Philapdelphia (USA), March 2005.
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Keywords: Blind Source Separation, Hidden Markov Models, Wavelet
[44] Nadia Bali and Ali Mohammad-Djafari. Mean Field Approximation for BSS of images with compound hierarchical Gauss-Markov-Potts model. In MaxEnt05,San José CA,US. American Institute of Physics (AIP), August 2005.
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[45] Nadia Bali and Ali Mohammad-Djafari. Approxiamtion en champ moyen pour la séparation de sources appliqué aux images hyperspectrales. In GRETSI 2005, Louvains, Belgique, September 2005.
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[46] S. Moussaoui, C. Carteret, A. Mohammad Djafari, O. Caspary, D. Brie, and B. Humbert. Approche bayésienne pour l'analyse de mélanges en spectroscopies. In Chimiométrie'2003, Paris, France, décembre 2003.
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[47] S. Moussaoui, A. Mohammad Djafari, D. Brie, O. Caspary, C. Carteret, and B. Humbert. A Bayesian method for positive source separation : Application to mixture analysis in spectroscopy. In IAR'2003, Duisburg, Germany, November 2003.
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[48] S. Moussaoui, A. Mohammad-Djafari, D. Brie, and O. Caspary. A Bayesian method for positive source separation. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), pages 485-488, Montreal, Canada, 17-21 mai 2004.
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[49] S. Moussaoui, D. Brie, C. Carteret, and A. Mohammad-Djafari. Application of Bayesian non-negative source separation to mixture analysis in spectroscopy. In R. Fischer, R. Preuss, and U. von Toussaint, editors, International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt'2004), volume 735, pages 237-244, Munich, Allemagne, 25-30 Juillet 2004. American Institute of Physics (AIP).
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[50] F. Humblot and A. Mohammad-Djafari. Super-resolution and joint segmentation in bayesian framework. In K. Knuth, A. Abbas, R. Morris, and J. Castle, editors, 25th Inter. Workshop on Bayesian Inference and Maximum Entropy Methods (MaxEnt05). AIP Conference Proceedings, volume 803, pages 207-214. AIP, 2005.
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Keywords: image resolution; image segmentation; Bayes methods
[51] F. Humblot, B. Collin, and A. Mohammad-Djafari. Evaluation and Practical Issues of Subpixel Image Registration Using Phase Correlation Methods. In Inter. Conf. on Physics in Signal and Image Processing (PSIP 05), pages 115-120, Toulouse, France, jan. 2005.
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Keywords: Subpixel Image Registration, Phase Correlation, Super-Resolution
[52] A. Mohammadpour, O. Féron, and A. Mohammad-Djafari. Bayesian segmentation of hyperspectral images. In Gary Erickson and Yuxiang Zhai, editors, MaxEnt04, Garching, Germany, august 2004. American Institute of Physics.
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[53] Ali Mohammad-Djafari and Adel Mohammadpour. On the estimation of a parameter with incomplete knowledge on a nuisance parameter. In 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. AIP, 2004.
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Keywords: parameter estimation; maximum entropy methods; maximum likelihood estimation; inference mechanisms; Bayes methods; probability
[54] Adel Mohammadpour, Olivier Feron, and Ali Mohammad-Djafari. Bayesian segmentation of hyperspectral images. In 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. AIP, 2004.
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Keywords: image segmentation; Bayes methods; spectra; hidden Markov models; Monte Carlo methods
[55] Ali Mohammad-Djafari and Adel Mohammadpour. Hyperspectral image processing using a bayesian classification approach. In Proceedings of PSIP 2005, Physics in Signal and Image Processing, pages 245-250. PSIP 2005, Physics in Signal and Image Processing, 2005.
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Keywords:
[56] Adel Mohammadpour and Ali Mohammad-Djafari. An alternative criterion to likelihood for parameter estimation accounting for prior information on nuisance parameter. In MaxEnt04, Garching, Germany, volume 735, pages 533-540. AIP, August 2004.
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[57] Adel Mohammadpour and Ali Mohammad-Djafari. An alternative criterion to likelihood for parameter estimation accounting for prior information on nuisance parameter. In 2nd International Conference on Soft Methods in Probability and Statistics, Spain, September 2004.
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[58] Moussaoui, Saïd, Brie, David, Caspary, Olivier, and Ali Mohammad-Djafari. A Bayesian method for positive source separation. In ICASSP 2004, October 2004.
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[59] Ali Mohammad-Djafari. Fusion bayésienne de données en imagerie x et ultrasonore. In GRETSI 03, France, September 2003.
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[60] Ali Mohammad-Djafari, Duchêne, B., and Joisel, A. Une nouvelle méthode d'inversion pour les problèmes de synthèse de fourier en imagerie. In GRETSI 03,France, September 2003.
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[61] H. Snoussi and A. Mohammad-Djafari. Fast MCMC Joint Separation and Segmentation. In IEEE SSD 03, Sousse, Tunisia, March 2003.
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Keywords: Blind Source Separation, Hidden Markov Models, MCMC, Segmentation
[62] M. Ichir and A. Mohammad-Djafari. Bayesian based source separation for nonstationary positive sources. In Baye sian Inference and Maximum Entropy Methods, Munich, Germany, August 2004. MaxEnt Workshops, American Institute of Physics. Maxent04.
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Keywords: Blind Source Separation, Hidden Markov Models
[63] Mahieddine Ichir and Ali Mohammad-Djafari. Séparation de sources modélisées par des ondelettes. In GRETSI 03, Paris, France, September 2003.
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Keywords: Blind Source Separation, Hidden Markov Models, Wavelet, Lp priors, Mean Fielld Approximation
[64] Mahieddine Ichir and Ali Mohammad-Djafari. Bayesian Wavelet Based Statistical Signal and Image Separation. In Bayesian Inference and Maximum Entropy Methods. MaxEnt Workshops, American Institute of Physics, August 2003. Maxent03.
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Keywords: Blind Source Separation, Hidden Markov Models, Wavelet, Lp priors, Mean Fielld Approximation
[65] Mahieddine Ichir and Ali Mohammad-Djafari. Wavelet Domain Blind Image Separation. In Michael A. Unser, Akram Aldroubi, and Andrew F. Laine, editors, Wavelets: Applications in Signal and Image Processing X, volume 5207 of International Conference on Electronic Imaging, pages 361-370, SPIE, Bellingham, WA, August 2003.
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Keywords: Blind Source Separation, Hidden Markov Models, Wavelets
[66] Mahieddine Ichir and Ali Mohammad-Djafari. Hidden Markov Models for Wavelet Domain Image Separation. In International Conference on Bayesian Data Analysis (Poster), Bayes03, Santa Cruz (CA), August 2003.
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Keywords: Blind Source Separation, Hidden Markov Models, Wavelets
[67] Adel Mohammadpour and Ali Mohammad-Djafari. An alternate inference tool to total probability formula and its application. In MAXENT 23, USA, August 2003.
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[68] Hichem Snoussi and Ali Mohammad-Djafari. Sélection d'a priori et géométrie de l'information. In IEEE International Conference on Electronic Sciences, Information Technology and Telecommunication, Mahdia, Tunisia, March 2003. SETIT.
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[69] Hichem Snoussi and Ali Mohammad-Djafari. Fast MCMC Joint Separation and Segmentation. In IEEE SSD 03, Sousse, Tunisia, March 2003.
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Keywords: Blind Source Separation, Hidden Markov Models, MCMC, Segmentation
[70] Ali Mohammad-Djafari and Mahieddine Ichir. Wavelet domain image separation. In Ch. Williams, editor, Bayesian Inference and Maximum Entropy Methods, pages 208-223, Univ. of Idaho, Moscow, Idaho, USA, August 2002. MaxEnt Workshops, AIP Conference Proceedings 659.
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Keywords: Blind Source Separation, Hidden Markov Models, Wavelets
[71] Ali Mohammad-Djafari. Fusion of x ray radiographic data and anatomical data in computed tomography. In GRETSI 2005, 2002, 22-25 sep., Rochester, NY, USA, September 2002.
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[72] Ali Mohammad-Djafari. Bayesian approach with hierarchical markov modeling for data fusion in image reconstruction applications. In Fusion 2002, 7-11 Jul., Annapolis, Maryland, USA, July 2002.
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[73] Ali Mohammad-Djafari. Fusion of x ray and geometrical data in computed tomography for non destructive testing applications. In Fusion 2002, 7-11 Jul., Annapolis, Maryland, USA, July 2002.
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[74] Ali Mohammad-Djafari. Hierarchical markov modeling for fusion of x ray radiographic data and anatomical data in computed tomography. In Int. Symposium on Biomedical Imaging (ISBI 2002), 7-10 Jul., Washington DC, USA, July 2002.
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[75] Hichem Snoussi and Ali Mohammad-Djafari. Information geometry of prior selection. In Ch. Williams, editor, Bayesian Inference and Maximum Entropy Methods, Univ. of Idaho, Moscow, Idaho, USA, August 2002. MaxEnt Workshops, AIP Conference Proceedings 570.
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[76] Hichem Snoussi, Seghouan, A., and Fleury, Gilles. Learning in presence of input noise using the stochastic em algorithm. In Ch. Williams, editor, Bayesian Inference and Maximum Entropy Methods, Univ. of Idaho, Moscow, Idaho, USA, August 2002. MaxEnt Workshops, AIP Conference Proceedings 570.
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[77] Hichem Snoussi and Ali Mohammad-Djafari. Unsupervised learning for source separation with mixture of gaussians prior for sources and gaussian prior for mixture coefficients. In Ed. D.J. Miller, editor, Neural Networks for Signal Processing XI, pages 293-302. IEEE NNSP, IEEE workshop, September 2001.
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Keywords: Blind Source Separation, Hidden Markov Models, MCMC, Segmentation
[78] Ali Mohammad-Djafari. Model selection for inverse problems: Best choice of basis function and model order selection. In J.T. Rychert, G. Erikson, and C.R. Smith, editors, Maximum Entropy and Bayesian Methods, Boise, Idaho, USA, 2-5 August. 1999, pages 71-88. AIP Conference Proceedings 567, May 2001.
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[79] Ali Mohammad-Djafari. A bayesian approach to source separation. In J.T. Rychert, G. Erikson, and C.R. Smith, editors, Maximum Entropy and Bayesian Methods, Boise, Idaho, USA, 2-5 August. 1999, pages 221-244. AIP Conference Proceedings 567, May 2001.
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[80] H. Snoussi, G. Patanchon, J.F. Macías-Pérez, A. Mohammad-Djafari, and J. Delabrouille. Bayesian blind component separation for cosmic microwave background observations. In Robert L. Fry, editor, Bayesian Inference and Maximum Entropy Methods, pages 125-140. MaxEnt Workshops, American Institute of Physics, August 2002.
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Keywords: Blind Source Separation, Hidden Markov Models, CMB, Segmentation
[81] Hichem Snoussi and Ali Mohammad-Djafari. Séparation de sources par une approche bayésienne hiérarchique. In GRETSI 2001, Toulouse, France, September 2001.
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[82] Hichem Snoussi and Ali Mohammad-Djafari. Penalized maximum likelihood for multivariate gaussian mixture. In Robert L. Fry, editor, Bayesian Inference and Maximum Entropy Methods, pages 36-46. MaxEnt Workshops, American Institute of Physics, August 2002.
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[83] Hichem Snoussi and Ali Mohammad-Djafari. Bayesian separation of HMM sources. In Robert L. Fry, editor, Bayesian Inference and Maximum Entropy Methods, pages 77-88. MaxEnt Workshops, American Institute of Physics, August 2002.
[ bib | http ]
[84] Hichem Snoussi and Ali Mohammad-Djafari. Unsupervised learning for source separation with mixture of Gaussians prior for sources and Gaussian prior for mixture coefficients. In David J.Miller, editor, Neural Networks for Signal Processing XI, pages 293-302. IEEE workshop, IEEE, September 2001.
[ bib | http ]
[85] Alessio, Adam, Sauer, Ken David, and Ali Mohammad-Djafari. System parameter estimation in tomographic inverse problems. In Ali Mohammad-Djafari, editor, Bayesian Inference and Maximum Entropy Methods, pages 181-191, Gif-sur-Yvette, France, July 2000. MaxEnt Workshops, American Institute of Physics.
[ bib | http ]
[86] Guillaume Montémont, Arques, M., and Ali Mohammad-Djafari. A Bayesian method for pulse shape and energy estimation for gamma spectrometry measurements using semiconductor detectors. In Ali Mohammad-Djafari, editor, Bayesian Inference and Maximum Entropy Methods, Gif-sur-Yvette, France, July 2000. MaxEnt Workshops, American Institute of Physics.
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[87] Hichem Snoussi and Ali Mohammad-Djafari. Bayesian source separation with mixture of gaussians prior for sources and gaussian prior for mixture coefficients. In Ali Mohammad-Djafari, editor, Bayesian Inference and Maximum Entropy Methods, Gif-sur-Yvette, France, July 2000. MaxEnt Workshops, American Institute of Physics.
[ bib | http ]
[88] Charles Soussen and Ali Mohammad-Djafari. Contour-based models for 3D binary reconstruction in X-ray tomography. In Ali Mohammad-Djafari, editor, Bayesian Inference and Maximum Entropy Methods, Gif-sur-Yvette, France, July 2000. MaxEnt Workshops, American Institute of Physics.
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Keywords: Computed Tomography, Image reconstruction, Binary shape reconstruction
[89] Ali Mohammad-Djafari. Model selection for inverse problems: Best choice of basis function and model order selection. In J.T. Rychert G. Erikson and C.R. Smith, editors, Bayesian Inference and Maximum Entropy Methods, page to appear on may 2001. American Institute of Physics, July 1999.
[ bib | http ]
[90] Ali Mohammad-Djafari. A Bayesian approach to source separation. In J.T. Rychert G. Erikson and C.R. Smith, editors, Bayesian Inference and Maximum Entropy Methods, page to appear on may 2001, Boise, ID, USA, July 1999. MaxEnt Workshops, American Institute of Physics.
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[91] Ali Mohammad-Djafari, Nasser Qaddoumi, and Reza Zoughi. A blind deconvolution approach for resolution enhancement of near-field microwave images. In A. Mohammad-Djafari F. Prêteux and E. Dougherty, editors, Mathematical modeling, Bayesian estimation and Inverse problems, SPIE 99, Denver, Colorado, USA, volume 3816, pages 274-281, 1999.
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[92] Charles Soussen and Ali Mohammad-Djafari. Approche multirésolution pour la reconstruction 3D de défaut en tomographie X. In GRETSI 1999, pages 1197-1200, Vannes, France, September 1999.
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Keywords: Computed Tomography, Image reconstruction, Shape reconstruction, Multi-resolution
[93] Charles Soussen and Ali Mohammad-Djafari. Multiresolution approach to the estimation of the shape of a 3D compact object from its radiographic data. In F. Prêteux, Ali Mohammad-Djafari, and E. R. Dougherty, editors, Proc. SPIE, Mathematical Modeling, Bayesian Estimation, and Inverse Problems, pages 150-160, Denver, CO, USA, July 1999.
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Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[94] Stéphane Gautier, Jérôme Idier, Ali Mohammad-Djafari, and Lavayssière, Blandine. X-ray and ultrasound data fusion. In ICIP, pages 366-369, Chicago, IL, USA, October 1998.
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[95] Ali Mohammad-Djafari and Yacine Khaiy. Array processing techniques and shape reconstruction in tomography. In ICASSP, volume II, pages 3785-3789, Munich,, Germany, April 1997.
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[96] Ali Mohammad-Djafari. Shape reconstruction in X-ray tomography. In Proc. SPIE, volume 3170, pages 240-251, San Diego, CA, USA, July 1997.
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[97] Ali Mohammad-Djafari. A bayesian estimation method for detection, localisation and estimation of superposed sources in remote sensing. In Proc. SPIE, volume 3163, pages 73-82, San Diego, CA, USA, July 1997.
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[98] Ali Mohammad-Djafari and Yacine Khaiy. Évaluation de méthodes de traitement d'antenne en reconstruction d'image appliquée au contrôle non destructif. In GRETSI 1997, pages 75-78, Grenoble, France, September 1997.
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[99] Ali Mohammad-Djafari. Une méthode bayésienne pour la localisation et la séparation de sources de formes connues. In GRETSI 1997, pages 135-139, Grenoble, France, September 1997.
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[100] Ali Mohammad-Djafari, Sauer, Ken David, Yacine Khaiy, and Cano, Éric. Reconstruction of the shape of a compact object from a few number of projections. In ICIP, volume 1, pages 165-169, Santa Barbara, CA, USA, 1997.
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[101] Ali Mohammad-Djafari and Sauer, Ken David. Shape reconstruction in X-ray tomography from a small number of projections using deformable models. In Maximum Entropy and Bayesian Methods, Boise, ID, USA, August 1997.
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[102] Ali Mohammad-Djafari. Probabilistic methods for data fusion. In Maximum Entropy and Bayesian Methods, Boise, ID, USA, August 1997.
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[103] Ali Mohammad-Djafari and Miller, Hank. A bayesian approach for the determination of the charge density from elastic electron scattering data. In Maximum Entropy and Bayesian Methods, Boise, ID, USA, August 1997.
[ bib | http ]
[104] Hervé Carfantan, Ali Mohammad-Djafari, and Jérôme Idier. A single site update algorithm for nonlinear diffraction tomography. In ICASSP, pages 2837-2840, Munich,, Germany, April 1997.
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[105] Hervé Carfantan and Ali Mohammad-Djafari. A Bayesian framework for nonlinear diffraction tomography. In IEEE EURASIP Workshop on Nonlinear Signal and Image Processing NSIP'97, Mackinac island, MI, USA, September 1997.
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[106] Stéphane Gautier, Jérôme Idier, Ali Mohammad-Djafari, and Lavayssière, Blandine. Fusion de données gammagraphiques et ultrasonores. In GRETSI 1997, pages 781-784, Grenoble, France, September 1997.
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[107] Stéphane Gautier, Jérôme Idier, Ali Mohammad-Djafari, and Lavayssière, Blandine. Traitement d'échogrammes ultrasonores par déconvolution aveugle. In GRETSI 1997, pages 1431-1434, Grenoble, France, September 1997.
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[108] Olivier Venard, Denis Prémel, and Ali Mohammad-Djafari. Modèle de la membrane faible associée à une loi beta: Application à la tomographie par courants de foucault. In GRETSI 1997, pages 319-323, Grenoble, France, September 1997.
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[109] Olivier Venard, Denis Prémel, and Ali Mohammad-Djafari. Eddy current tomography: A bayesian approach with a compound weak membrane-beta prior model. In III rd Int. Work. on Advances in Sig. Proc. for Non Des. Eval. 1997, Québec, Canada, 1997.
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[110] Ali Mohammad-Djafari. Image reconstruction of a compact object from a few number of projections. In IASTED, Int. Conf. on Signal and Image Processing (SIP'96), pages 325-329, IASTED, SIP'96, Nov. 11-14, Orlando, Florida, USA, 1996.
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[111] Ali Mohammad-Djafari. Joint estimation of parameters and hyperparameters in a Bayesian approach of solving inverse problems. In IEEE Int. Conf. on Image Processing (ICIP), volume II, pages 473-477, IEEE ICIP 96, Lausanne, Swisse, 1996.
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[112] Ali Mohammad-Djafari. A Bayesian approach to shape reconstruction of a compact object from a few number of projections. In Maximum Entropy and Bayesian Methods, MaxEnt96, Aug. 96, Berg-en-Dal, South Africa, 1996. Kluwer Academic Publ.
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[113] Ali Mohammad-Djafari, Carfantan, Hervé, and Nikolova, Mila. New advances in Bayesian calculation for linear and non linear inverses problems. In Maximum Entropy and Bayesian Methods, MaxEnt96, Aug. 96, Berg-en-Dal, South Africa, 1996. Kluwer Academic Publ.
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[114] Ali Mohammad-Djafari. A comparison of two approaches: Maximum entropy on the mean (MEM) and Bayesian estimation (BAYES) for inverse problems. In Maximum Entropy and Bayesian Methods, MaxEnt96, Aug. 96, Berg-en-Dal, South Africa, 1996. Kluwer Academic Publ.
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[115] Ali Mohammad-Djafari and Khayi, Yassine. Array processing techniques and shape reconstruction in tomography. In IEEE ICASSP97, ICASSP97, Munchen, Germany, 1996. IEEE.
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[116] Ali Mohammad-Djafari and Guy Demoment. Maximum entropy diffraction tomography. In ICASSP, pages 1-34, Tokyo, Japan, 1986.
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[117] Ali Mohammad-Djafari and Guy Demoment. Problèmes liés à la reconstruction d'images par tomographie microonde et ultrasonore. In GRETSI 1995, Nice, France, 1985.
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[118] Ali Mohammad-Djafari. Design of a digital system for acquisition and processing the low amplitude electrophysiological signals. In Proc. of the 4th annual WAMI Meeting, Strasbourg, France, 1981.
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[119] Ali Mohammad-Djafari and Heron, F. A digital system design to record the electrical activity of the his-purkinje system at the body surface. In Proc. of BIOMED 80, Marseille, France, 1980.
[ bib ]
[120] Ali Mohammad-Djafari. Réalisation d'un appareil automatique pour l'extraction instantanée par voie externe de l'activité electrique du faisceau de Hiss. In Proc. of Symp.on High Amplification ECG, Nice, France, 1979. Proc. of Symp.on High Amplification ECG.
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[121] Ali Mohammad-Djafari. Introduction aux problèmes inverses en imagerie et en vision. In Ali Mohammad-Djafari, editor, Problèmes inverses en imagerie et en vision, Paris, 2006. Traité IC2, Série traitement du signal et de l'image, Hermès (Ali Mohammad-Djafari ed.).
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[122] Ali Mohammad-Djafari. Séparation de sources. In Ali Mohammad-Djafari, editor, Approche bayésienne en séparation de sources, Paris, 2006. Traité IC2, Série traitement du signal et de l'image, Hermès, (P. Common et Ch. Jutten ed.).
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[123] Ali Mohammad-Djafari and Jean-Marc Dintin. Reconstruction tomographique à partir d'un nombre faible de projections. In Japan, editor, Approche bayésienne pour les problèmes inverses, pages 297-320, Paris, 2001. Traité IC2, Série traitement du signal et de l'image, Hermès.
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[124] Hervé Carfantan and Ali Mohammad-Djafari. Tomographie de diffraction. In Jérôme Idier, editor, Approche bayésienne pour les problèmes inverses, pages 321-341, Paris, 2001. Traité IC2, Série traitement du signal et de l'image, Hermès.
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[125] Guy Demoment, Jérôme Idier, Jean-François Giovannelli, and Ali Mohammad-Djafari. Problèmes inverses en traitement du signal et de l'image. In Techniques de l'Ingénieur, volume TE 5 235 of Traité Télécoms, pages 1-25. Techniques de l'Ingénieur, Paris, France, 2001.
[ bib ]
[126] Ali Mohammad-Djafari and Charles Soussen. Compact object reconstruction. In Gabor T. Herman and Attila Kuba, editors, Discrete Tomography: Foundations, Algorithms and Applications, chapter 14, pages 317-342. Birkhauser, Boston, MA, USA, 1999.
[ bib | http ]

Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[127] Hervé Carfantan and Ali Mohammad-Djafari. An overview of nonlinear diffraction tomography within the Bayesian estimation framework. In Inverse Problems of Wave Propagation and Diffraction, pages 107-124. Lecture Notes in Physics, Springer Verlag, New York, 1997.
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[128] Ali Mohammad-Djafari. Approche bayésienne en séparation de sources. In TBICA 2006. TBICA, CNRS, Paris, July 2006.
[ bib | .pdf ]
[129] Ali Mohammad-Djafari. Image reconstruction from only two projections: Can we propose solutions without being bayesian? In Int. Workshop on Bayesian Inference and Functional Brain mapping, April 2005.
[ bib | http ]
[130] Ali Mohammad-Djafari. Bayesian approach for data and image fusion. In Presented at Mini-Workshop on Information Technology: Future Trends and Socio-cultural Impact Presented by GIAN, The German-Iranian Alumni-Network (GIAN) Tehran University,, February 2005.
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[131] Adel Mohammadpour, ofer, and Ali Mohammad-Djafari. Bayesian segmentation of hyperspectral images. In MaxEnt04, August 2004.
[ bib | http ]
[132] Adel Mohammadpour and Ali Mohammad-Djafari. An alternative criterion to likelihood for parameter estimation accounting for prior information on nuisance parameter. In MaxEnt04, Garching, Germany, August 2004.
[ bib | http ]
[133] Ali Mohammad-Djafari. Bayesian Image Processing. In Fifth Int. Conf. on Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO 2004), Metz, France, July 2004.
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[134] Ali Mohammad-Djafari. Bayesian Blind Source Separation modeled as an inverse problem and its link to pca, fa and ica. In 7th Iranian Statistical Conference, Allameh Tabatabaie University, Tehran, Iran, August 23-25, 2004, August 2004.
[ bib | http ]
[135] Ali Mohammad-Djafari. A Bayesian classification approach to change points detection in time series. In 7th Iranian Statistical Conference, Allameh Tabatabaie University, Tehran, Iran, August 2004.
[ bib | http ]
[136] Ali Mohammad-Djafari. Bayesian change point analysis of time series. In Int. Workshop on Computer Vision, Institute for Studies in Theoretical Physics and Mathematics (IPM), Tehran, Iran, April 2004.
[ bib | http ]
[137] Ali Mohammad-Djafari. Bayesian Blind Source Separation. In Int. Workshop on Computer Vision, Institute for Studies in Theoretical Physics and Mathematics (IPM), Tehran, Iran, April 2004.
[ bib | http ]
[138] Ali Mohammad-Djafari. Bayesian Data and Image Fusion. In Int. Workshop on Computer Vision, Institute for Studies in Theoretical Physics and Mathematics (IPM), Tehran, Iran, April 2004.
[ bib | http ]
[139] Ali Mohammad-Djafari. Bayesian data fusion for efficient detection and estimation in computed tomography. In BAYES03, USA, August 2003.
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[140] Ali Mohammad-Djafari. Bayesian approach for inverse problems in optics. In SPIE03, USA, September 2003.
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[141] Ali Mohammad-Djafari. A Bayesian approach for data and image fusion. In Ch. Williams, editor, Bayesian Inference and Maximum Entropy Methods, pages 386-407, Univ. of Idaho, Moscow, Idaho, USA, August 2002. MaxEnt Workshops, AIP Conference Proceedings 659.
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[142] Ali Mohammad-Djafari. Yet another analysis of dice problems. In Ch. Williams, editor, Bayesian Inference and Maximum Entropy Methods, Univ. of Idaho, Moscow, Idaho, USA, August 2002. MaxEnt Workshops, AIP Conference Proceedings 570.
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[143] Guy Demoment, Jérôme Idier, Jean-François Giovannelli, and Ali Mohammad-Djafari. Restauration et reconstruction d'image. In Le traitement d'image à l'aube du XXIe siècle, pages 45-56, Paris, France, March 2002. Journées d'études SEE.
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[144] Ali Mohammad-Djafari. Bayesian approach for blind sources separation in acoustics. In Acoustical Society of America, Chicago, Illinois, USA, volume Chicago, Illinois, June 2001.
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[145] Ali Mohammad-Djafari. Bayesian inference for inverse problems. In Robert Fry, editor, Bayesian Inference and Maximum Entropy Methods, John Hopskin Univ., MD, USA, August 2001. MaxEnt Workshops, AIP Conference Proceedings 569.
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[146] Ali Mohammad-Djafari, Mahieddine Ichir, and Hichem Snoussi. Pca, ica, fa and bayesian blind source separation: An oerview. In MaxEnt04, Max-Planck Institiute, Garching, Germany, Augoust04, August 2004.
[ bib | http ]

Keywords: Blind Source Separation, Hidden Markov Models, Wavelets
[147] Ali Mohammad-Djafari and Adel Mohammadpour. Modeling wavelength and spatial dependency in the hyperspectral image processing. In STATDEP 2005, Statistics for Dependent Data. STATDEP 2005, Paris/Malakoff, 2005.
[ bib | http ]

Keywords:
[148] O. Féron, Z. Chama, and A. Mohammad-Djafari. Reconstruction of piecewise homogeneous images from partial knowledge of their Fourier transform. In Gary Erickson and Yuxiang Zhai, editors, MaxEnt04, Garching, Germany, august 2004. American Institute of Physics.
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[149] Ali Mohammad-Djafari, Olivier Féron, and Zouaoui Chama. Reconstruction of piecewise homogeneous images from partial knowledge of their fourier transform. In MaxEnt04, Max-Planck Institiute, Garching, Germany, Augoust04, August 2004.
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[150] Moussaoui, S., Brie, David, and Ali Mohammad-Djafari. Separation of non-negative mixture of non-negative sources using a bayesian approach and mcmc sampling. In MaxEnt04, Max-Planck Institiute, Garching, Germany, Augoust04, August 2004.
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[151] O. Féron and A. Mohammad-Djafari. A Hidden Markov model for Bayesian data fusion of multivariate signals. In Fifth Int. Triennal Calcutta Symposium on Probability and Statistics, december 2003.
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[152] A. Mohammad-Djafari and O. Féron. A Bayesian approach to change point analysis of discrete time series. In Int. Symposium on Emerging Strategies for Improving Productivity, Quality and Reliability, december 2003.
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[153] Ali Mohammad-Djafari and Olivier Féron. A Hidden Markov model for Bayesian fusion of multivariate signals. In Fifth Int. Triennial Calcutta Symposium on Probability and Statistics, Dept. of Statistics, Calcutta University, Kolkata, India, December 2003.
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[154] Hichem Snoussi and Ali Mohammad-Djafari. Rao Blackwell approximation for fast MCMC implementation of bayesian blind source separation problems. In Int. Symposium on Recent Advances in Mathematics and its Applications (ISRAMA 2003), Calcutta Mathematical Society, Salt Lake city, Kolkata, India, December 2003.
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[155] Ali Mohammad-Djafari and Olivier Féron. A Bayesian approach to change point analysis of discrete time series. In Int. Symposium on Emerging Strategies for Improving Productivity, Quality and Reliability, Kolkata, India, December 2003.
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[156] Ali Mohammad-Djafari and Charles Soussen. Shape estimation of a 3-D compact object from a few tomographic data. In Conference on Applied Inverse Problems: Theoretical and Computational Aspects, Montecatini Terme, Italy, June 2001.
[ bib | http ]

Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[157] Charles Soussen and Ali Mohammad-Djafari. Contour-based models for 3D binary reconstruction in X-ray tomography: Part i. In Discrete Tomography Workshop, Siena, Italy, October 2000.
[ bib | http ]

Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[158] Charles Soussen and Ali Mohammad-Djafari. Contour-based models for 3D binary reconstruction in X-ray tomography: Part ii. In Discrete Tomography Workshop, Siena, Italy, October 2000.
[ bib | http ]

Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[159] Charles Soussen and Ali Mohammad-Djafari. Reconstruction 3D de défauts compacts en tomographie. In GDR-PRC-ISIS, GT1, Paris, France, October 1999.
[ bib | http ]

Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[160] Hervé Carfantan and Ali Mohammad-Djafari. An overview of nonlinear diffraction tomography within the Bayesian estimation framework. In Conference on inverse problems of wave propagation and diffraction, Aix-les-Bains, France, September 1996.
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[161] Stéphane Gautier, glb, Ali Mohammad-Djafari, and Lavayssière, Blandine. Fusion de données radiographiques et ultrasonores, en vue d'une applicaion en contrôle non destructif. In Second international workshop on inverse problems in electromagnetism and acoustic, Clermont-Ferrand, France, May 1995.
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[162] stéphane Brette, Jérôme Idier, and Ali Mohammad-Djafari. Scale invariant Bayesian estimator for inversion of noisy linear system. In Fifth Valencia Int. Meeting on Bayesian Statistics, Spain, June 1994.
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[163] Ali Mohammad-Djafari and Jérôme Idier. Scale invariant Bayesian estimators for linear inverse problems. In Proc. of the First ISBA meeting, San Francisco, CA, USA, August 1993.
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[164] Ali Mohammad-Djafari. TOMO1 : Ensemble de logiciels de reconstruction d'images en tomographie x. Description d'un logiciel, CNRS, 2003.
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[165] Ali Mohammad-Djafari. DEC1D : Ensemble de logiciels de déconvolution des signaux 1d. Description d'un logiciel, GPI, No. dossier CNRS: 63839, No. dossier FIST: C0312358, 2003.
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[166] Ali Mohammad-Djafari. RATX-GC-2D : Ensemble de logiciels de reconstruction d'image en tomographie x en géométrie conique 2D. Description d'un logiciel, Groupe problèmes inverses, 2000.
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[167] Ali Mohammad-Djafari. MEDEC : Déconvolution à maximum d'entropie. Description d'un logiciel, Groupe problèmes inverses, 1990.
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[168] Ali Mohammad-Djafari. SF2D : Synthèse de fourier 2d à maximum d'entropie. Description d'un logiciel, Groupe problèmes inverses, 1990.
[ bib | http ]
[169] Isabelle Smith. Détection de sources dans des images d'optiques adaptative. Rapport de stage de DEA, Groupe problèmes inverses, 2003.
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[170] Mahieddine Ichir. Séparation de sources dans le domaine d'ondelettes. Rapport de stage de DEA, Groupe problèmes inverses, 2003.
[ bib | http ]

Keywords: Blind Source Separation, Hidden Markov Models, Wavelets
[171] Pejman Rahmani. Reconstruction d'images en tomographie microondes. Rapport de stage de DEA, Groupe problèmes inverses, 2003.
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[172] Olivier Féron. Approche bayésienne en fusion d'images. Rapport de stage de DEA et de fin d'études Supélec., Groupe problèmes inverses, 2003.
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[173] Wala Touhami. Une approche multirésolution pour la reconstruction 3d de la surface d'un objet compact en tomography. Rapport de stage de DEA-ATS et de fin d'études Supélec., Groupe problèmes inverses, 2002.
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[174] Mahieddine Ichir. Approche mulirésolution en séparation de sources: Utilisation des ondelettes. Rapport de stage de DEA-ATS et de fin d'études Supélec., Groupe problèmes inverses, 2002.
[ bib | http ]

Keywords: Blind Source Separation, Hidden Markov Models, Wavelets
[175] Christophe Laplanche. Fusion bayésienne de données en reconstruction tomographique. Rapport de stage de DEA-ENST de bretagne, Groupe problèmes inverses, 2002.
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[176] Barbara Nicola. Approche bayésienne en séparation de sources colorées. Rapport de stage de DEA-INPG grenoble, Groupe problèmes inverses, 2002.
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[177] Hichem Snoussi. Approche bayésienne pour la séparation de sources. Rapport de stage de DEA-ATS et de fin d'études Supélec., Groupe problèmes inverses, 2000.
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[178] Éric Cano. Reconstruction d'objets compacts 2D et 3D en tomographie X par méthodes géométriques et par courbes de niveau. Rapport de stage de DEA-ATS et de fin d'études Supélec., Groupe problèmes inverses, Gif-sur-Yvette, France, July 1997.
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[179] Laure Bouchon. Méthodes non linéaires en reconstruction d'images appliquée à la tomographie X. Rapport de stage de fin d'études Supélec., Groupe problèmes inverses, Gif-sur-Yvette, France, June 1995.
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[180] Z. Mekdade. Reconstruction d'image d'un objet compact avec un support polygonal. Rapport de stage du DEA-ATS., Groupe problèmes inverses, Gif-sur-Yvette, France, 1995.
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[181] Didier Roland. Reconstruction d'image composée d'objets compacts. Rapport de stage du DEA-ATS., Groupe problèmes inverses, Gif-sur-Yvette, France, 1994.
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[182] Stéphane Brette. Approche bayésienne des problèmes inverses. Rapport de stage du DEA-ATS., Groupe problèmes inverses, Gif-sur-Yvette, France, 1993.
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[183] B. Eldarwiche. Maximum d'entropie en reconstruction d'image. Rapport de stage du x et du DEA-ATS., Groupe problèmes inverses, Gif-sur-Yvette, France, 1992.
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[184] Mila Nikolova. Tomography de diffraction par courants de Foucault pour lecontrôle non destructif des milieux conducteurs. Rapport de stage du DEA-ATS., Groupe problèmes inverses, 1991.
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[185] Merle, Ph., Marneffe, Ch., Ali Mohammad-Djafari, and Guy Demoment. Recherche d'une loi a priori en restauration d'images. Rapport de stage de fin d'études à l'école polytechnique. 89/023, Groupe problèmes inverses, Gif-sur-Yvette, France, 1989.
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[186] Ali Mohammad-Djafari. Bayesian inference and maximum entropy methods in science and engineering. In Ali Mohammad-Djafari, editor, Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Paris, France, July 2006. MaxEnt 2006, American Institute of Physics conference proceedings number 568.
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[187] Ali Mohammad-Djafari. Bayesian inference and maximum entropy methods in science and engineering. In Ali Mohammad-Djafari, editor, Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Gif-sur-Yvette, France, July 2000. MaxEnt 2000, American Institute of Physics conference proceedings number 568.
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[188] Prêteux, F., Dougherty, E., and Ali Mohammad-Djafari. Mathematical modelling, bayesian estimation and inverse problems. In Ali Mohammad-Djafari, editor, Mathematical modelling, Bayesian estimation and Inverse Problems, San Diego, California, USA, July 1999. SPIE 99, SPIE.
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[189] Ali Mohammad-Djafari. Bayesian inference for inverse problems. In Ali Mohammad-Djafari, editor, Bayesian inference for inverse problems, Denvers, Colorado, USA, July 1998. SPIE 98, SPIE.
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[190] Ali Mohammad-Djafari and Guy Demoment. Maximum entropy methods and bayesian methods in science and engineering. In Ali Mohammad-Djafari, editor, Maximum Entropy and Bayesian Methods in Science and Engineering, CNRS, Paris, France, July 1992. MaxEnt 1992, Kluwer Acad. Publ., Netherland, 1993.
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[191] Nadia Bali. Méthodes de classification bayésienne pour segmentation des images hyper spectrales. Thèse, Université de Paris-Sud, Orsay, France, September 2007.
[ bib | http ]
[192] Olivier Féron. Approche bayésienne en séparation de sources. Applications en imagerie. Thèse, Université de Paris-Sud, Orsay, France, September 2006.
[ bib | http ]
[193] Patrice Brault. Approche bayésienne en séparation de sources. Applications en imagerie. Thèse, Université de Paris-Sud, Orsay, France, September 2005.
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[194] Fabrice Humblot. Détection de petits objets dans une image en utilisant les techniques de super-résolution. Thèse, Université de Paris-Sud, Orsay, France, September 2005.
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[195] Mahieddine Ichir. Estimation bayésienne et approche multi-résolution en séparation de sources. Applications en imagerie. Thèse, Université de Paris-Sud, Orsay, France, September 2005.
[ bib | http ]

Keywords: Blind Source Separation, Hidden Markov Models, Wavelets
[196] Hichem Snoussi. Approche bayésienne en séparation de sources. Applications en imagerie. Thèse, Université de Paris-Sud, Orsay, France, September 2003.
[ bib | http ]
[197] Charles Soussen. Reconstruction 3D d'un objet compact en tomographie. Thèse, Université de Paris-Sud, Orsay, France, December 2000.
[ bib | http ]

Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[198] Guillaume Montémont. Optimisation des performances de détecteurs CdTe et CdZnTe en spectrométrie gamma. Thèse, INPG AND LETI, CEA, Grenoble, France, October 2000.
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[199] Hervé Carfantan. Approche bayésienne pour un problème inverse non linéaire en imagerie à ondes diffractées. Thèse, Université de Paris-Sud, Orsay, France, December 1996.
[ bib | http ]
[200] Stéphane Gautier. Fusion de données gammagraphiques et ultrasonores. Application au contrôle non destructif. Thèse, Université de Paris-Sud, Orsay, France, December 1996.
[ bib | http ]
[201] Mila Nikolova. Inversion markovienne de problèmes linéaires mal posés. application à l'imagerie tomographique. Thèse, Université de Paris-Sud, Orsay, France, February 1995.
[ bib | http ]
[202] Denis Prémel. Imagerie des milieux conducteurs par courants de Foucault. Thèse, Université de Paris-Sud, Orsay, France, December 1992.
[ bib | http ]
[203] Ali Mohammad-Djafari. Ensemble de logiciel de reconstruction d'image en tomographie x (RATX-GC): Reconstruction algébrique en tomographie x en géométrie conique). Rapport interne et dossier de valorisation CNRS, Groupe problèmes inverses, 2005.
[ bib | http ]
[204] Stéphane Gautier and Ali Mohammad-Djafari. Méthodes d'imagerie par utilisation conjointe de données ultrasonores et radiographiques. Rapport de contrat (confidentiel) CNRS-électricité de france, Groupe problèmes inverses, 1995.
[ bib | http ]

Keywords: Déconvolution, Reconstruction 3D,AMD
[205] Rodrigo de Olivera, Dominique Lesselier, Bernard Duchêne, Ali Mohammad-Djafari, and Mila Nikolova. Imagerie par courants de foucault d'une anomalie de conductivité dans un block métallique. Rapport intermédiaire Convention P11L22/4L9034-I7205, Groupe problèmes inverses, 1992.
[ bib | http ]
[206] Ali Mohammad-Djafari. Fusion de données en contrôle non destructif. Rapport de contrat CNRS-électricité de france, Groupe problèmes inverses, 1993-1996.
[ bib | http ]
[207] Ali Mohammad-Djafari. Restauration d'images satellitaires. Rapport de contrat CNRS-GDR-ISIS-CNES, Groupe problèmes inverses, 1995-1996.
[ bib | http ]
[208] Ali Mohammad-Djafari. Imagerie par courants de foucault. Rapport de contrat CNRS-électricité de france, Groupe problèmes inverses, 1990-1992.
[ bib | http ]
[209] Ali Mohammad-Djafari. Déconvolution à maximum d'entropie des signaux et des images. Rapport de contrat CNRS-CEA, Groupe problèmes inverses, 1990-1992.
[ bib | http ]
[210] Ali Mohammad-Djafari. Approche bayésienne pour la résolution des différents problèmes inverses en spectrométrie. In Séminaire : INRA, June 2005.
[ bib | http ]
[211] Ali Mohammad-Djafari. Image reconstruction from only two projections: Can we propose solutions without being bayesian? In Seminar : Centre de Recherches Mathématiques de l'Université de Montréal, April 2005.
[ bib | http ]
[212] Ali Mohammad-Djafari. Reconstruction d'image en tomographie x. In Séminaire : J. NOESIS, March 2005.
[ bib | http ]
[213] Ali Mohammad-Djafari. Bayesian approach for data and image fusion. In Presented at Mini-Workshop on Information Technology: Future Trends and Socio-cultural Impact Presented by GIAN, The German-Iranian Alumni-Network (GIAN) Tehran University,}, February 2005.
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[214] Ali Mohammad-Djafari. Inverses problems in computer vision. In Seminar : IUST, March 2005.
[ bib | http ]
[215] Ali Mohammad-Djafari. Bayesian approach for inverses problems in computer vision. In Seminar : MVIP2005, March 2005.
[ bib | http ]
[216] Ali Mohammad-Djafari. Reconstruction d'image en tomographie (apport d'une approche bayésienne). In Séminaire : Journée problèmes inverses, EDF, Clamart, France, January 2005.
[ bib | http ]
[217] Ali Mohammad-Djafari. Maximum entropie et problèmes inverses. In Séminaire : Journée de mécanique probabiliste, Antony, France, January 2005.
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[218] Ali Mohammad-Djafari. Approche bayésienne pour les problèmes inverses. In Séminaire : Journée Math-Stics, CMAP, Polytechnique, Paliaseau, France, December 2004.
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[219] Ali Mohammad-Djafari. Statistical methods for inverses problems. In First Iranian Ph.D. students seminar (ICSMS), Paris, France, December 2004.
[ bib | http ]
[220] Ali Mohammad-Djafari and Charles Soussen. Reconstruction 3d de la forme géométrique d'un objet compact et homogène à partir d'un nombre très faible de ses radiographies. In Séminaire Méthodes Mathématiques du Traitement d'Images, Paris, France, March 2001.
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Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[221] Ali Mohammad-Djafari and Charles Soussen. Reconstruction 3d de la forme géométrique d'un objet compact et homogène à partir d'un nombre très faible de ses radiographies. In Séminaire de l'École Normale Supérieure, Paris, France, December 2000.
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[222] Charles Soussen and Ali Mohammad-Djafari. Reconstruction d'objets compacts en tomographie : modèles géométriques. In Séminaire, LIMSI, Orsay, France, May 2000.
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Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[223] Charles Soussen and Ali Mohammad-Djafari. Reconstruction d'objets compacts en tomographie : modèles géométriques. In Séminaire au centre de robotique de l'école des Mines de Paris, September 2000.
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Keywords: Computed Tomography, Image reconstruction, Shape reconstruction
[224] Charles Soussen and Ali Mohammad-Djafari. Reconstruction 3D de défauts compacts en tomographie. In GDR-PRC ISIS, GT1, Paris, France, October 1999.
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[225] Ali Mohammad-Djafari. Shape reconstruction in tomography from a few number of projections. In Séminaire INRIA Sophia Antipolis, France, July 1997.
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[226] Ali Mohammad-Djafari. Probabilistic approaches to inverse problems. In Seminar in Electrical Eng. Dept. of the University of Notre Dame, IN, USA, September 1997.
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[227] Ali Mohammad-Djafari. Solving inverses problems: From deterministic to probabilistic approaches. In Seminar in Electrical Eng. Dept. of Purdue University, IN, USA, December 1997.
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[228] Ali Mohammad-Djafari. Approches probabilistes pour la résolution des problèmes inverses. In Séminaire : Univ. de Cergy-Pontoise, France, September 1996.
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[229] Ali Mohammad-Djafari. Méthodes probabilistes et les problèmes inverses. In Séminaire : CREST-INSEE, Lab. de Statistique, Malakoff, France, May 1996.
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[230] Ali Mohammad-Djafari. Méthodes probabilistes pour les problèmes inverses. In Séminaire : Unité INSERM d'Imagerie Biomédicale, Paris, France, April 1996.
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[231] Ali Mohammad-Djafari. Évaluation de l'adéquation des méthodes de restauration aux besoins du cnes en imagerie optique. présentation du problème et le thème de la journée: Qualité de l'image. In Séminaire : Réunion contrat CNES-GdR ISIS, ENST, Paris, April 1996.
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[232] Ali Mohammad-Djafari. Méthodes probabilistes pour les problèmes inverses. In Séminaire INRIA Sophia Antipolis, France, February 1996.
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[233] Mila Nikolova, Jérôme Idier, and Ali Mohammad-Djafari. Relaxation déterministe en imagerie markovienne. In GDR, TDSI, GT2, Paris, France, 1993.
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[234] Nadia Bali and Ali Mohammad-Djafari. Bayesian approach with hidden markov modeling and mean field approximation for hyperspectral data analysis. IEEE Trans. on Iimage Processing, submitted(TIP-02749-2006), 2006.
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[235] S. Moussaoui, C. Carteret, D. Brie, and A. Mohammad-Djafari. Bayesian analysis of spectral mixture data using Markov chain Monte Carlo methods. En révision pour Chemometrics and Intelligent Laboratory Systems, December 2004.
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[236] Ali Mohammad-Djafari. Bayesian approach with maximum entropy priors to imaging inverse problems, part I : Foundations. Technical report, Groupe problèmes inverses, Gif-sur-Yvette, France, 1995.
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[237] Ali Mohammad-Djafari. Bayesian approach with maximum entropy priors to imaging inverse problems, part II: Applications. Technical report, Groupe problèmes inverses, Gif-sur-Yvette, France, 1995.
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[238] Ali Mohammad-Djafari and H.G. Miller. A bayesian approach for the determination of the charge density from elastic electron scattering data. Technical report, L2S-CNRS, Supélec, France and Dept. of Physics, Univ. of Pretoria, South Africa, 1996.
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[239] Ali Mohammad-Djafari. A bayesian estimation method for deconvolution and source separation. Technical report, Rapport interne L2S-CNRS, Supélec, France, 1996.
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[240] Ali Mohammad-Djafari. Approche bayésienne en traitement d'antenne. Technical report, Rapport interne Groupe problèmes inverses, L2S-CNRS, Supélec, France, 1996.
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[241] Mila Nikolova, Jérôme Idier, and Ali Mohammad-Djafari. Inversion of ill-posed operators using a piecewise Gaussian MRF. Technical report, Groupe problèmes inverses, 1994.
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[242] Mila Nikolova and Ali Mohammad-Djafari. Eddy current tomography using a Markov model. Technical report, Groupe problèmes inverses, Gif-sur-Yvette, France, 1994.
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[243] Mila Nikolova. Markovian inversion of general ill-posed linear problems. Technical report, Groupe problèmes inverses, Gif-sur-Yvette, France, 1994.
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[244] Hichem Snoussi and Ali Mohammad-Djafari. Dégénérescences des estimateurs MV en séparation de sources. Technical report ri-s0010, Groupe problèmes inverses, 2001.
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[245] Charles Soussen and Ali Mohammad-Djafari. Recovery of moments of a compact homogeneous object from tomographic projection data. Technical report, Groupe problèmes inverses, 1999.
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[246] Rodrigo de Olivera, Dominique Lesselier, Bernard Duchêne, Ali Mohammad-Djafari, and Mila Nikolova. Imagerie par courants de foucault d'une anomalie de conductivité dans un block métallique. Rapport intermédiaire Convention P11L22/4L9034-I7205, Groupe problèmes inverses, 1992.
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Last revised:  January 05, 2007