Ali Mohammad-Djafari
Ali Mohammad-Djafari
Research Director at CNRS, France
Verified email at lss.supelec.fr - Homepage
TitleCited byYear
Separation of non-negative mixture of non-negative sources using a Bayesian approach and MCMC sampling
S Moussaoui, D Brie, A Mohammad-Djafari, C Carteret
IEEE transactions on signal processing 54 (11), 4133-4145, 2006
2272006
Updating probabilities
A Caticha, A Giffin
AIP conference proceedings 872 (1), 31-42, 2006
1522006
Inversion of large-support ill-posed linear operators using a piecewise Gaussian MRF
M Nikolova, J Idier, A Mohammad-Djafari
IEEE Transactions on Image Processing 7 (4), 571-585, 1998
891998
Bayesian analysis of spectral mixture data using Markov chain Monte Carlo methods
S Moussaoui, C Carteret, D Brie, A Mohammad-Djafari
Chemometrics and Intelligent Laboratory Systems 81 (2), 137-148, 2006
812006
Joint NDT image restoration and segmentation using Gauss–Markov–Potts prior models and variational Bayesian computation
H Ayasso, A Mohammad-Djafari
IEEE Transactions on Image Processing 19 (9), 2265-2277, 2010
802010
A Bayesian approach to source separation
A Mohammad-Djafari
AIP Conference proceedings 567 (1), 221-244, 2001
752001
Bayesian approach with hidden Markov modeling and mean field approximation for hyperspectral data analysis
N Bali, A Mohammad-Djafari
IEEE Transactions on Image Processing 17 (2), 217-225, 2008
742008
A Matlab program to calculate the maximum entropy distributions
A Mohammad-Djafari
Maximum entropy and Bayesian methods, 221-233, 1992
741992
Regularization, maximum entropy and probabilistic methods in mass spectrometry data processing problems
A Mohammad-Djafari, JF Giovannelli, G Demoment, J Idier
International Journal of Mass Spectrometry 215 (1-3), 175-193, 2002
672002
Bayesian approach with prior models which enforce sparsity in signal and image processing
A Mohammad-Djafari
EURASIP Journal on Advances in Signal Processing 2012 (1), 52, 2012
612012
Hidden Markov models for wavelet-based blind source separation
MM Ichir, A Mohammad-Djafari
IEEE Transactions on Image processing 15 (7), 1887-1899, 2006
602006
Maximum entropy image reconstruction in X-ray and diffraction tomography
A Mohammad-Djafari, G Demoment
IEEE transactions on Medical Imaging 7 (4), 345-354, 1988
591988
Microwave imaging of inhomogeneous objects made of a finite number of dielectric and conductive materials from experimental data
O Féron, B Duchêne, A Mohammad-Djafari
Inverse Problems 21 (6), S95, 2005
582005
Joint estimation of parameters and hyperparameters in a Bayesian approach of solving inverse problems
A Mohammad-Djafari
Proceedings of 3rd IEEE International Conference on Image Processing 2, 473-476, 1996
561996
Fast joint separation and segmentation of mixed images
H Snoussi, A Mohammad-Djafari
Journal of Electronic Imaging 13 (2), 349-362, 2004
542004
Polygonal and polyhedral contour reconstruction in computed tomography
C Soussen, A Mohammad-Djafari
IEEE Transactions on Image Processing 13 (11), 1507-1523, 2004
512004
Image fusion and unsupervised joint segmentation using a HMM and MCMC algorithms
O Féron, A Mohammad-Djafari
Journal of Electronic Imaging 14 (2), 023014, 2005
492005
A full Bayesian approach for inverse problems
A Mohammad-Djafari
Maximum entropy and Bayesian methods, 135-144, 1996
491996
Koszul information geometry and Souriau geometric temperature/capacity of Lie group thermodynamics
F Barbaresco
Entropy 16 (8), 4521-4565, 2014
482014
Super-resolution using hidden Markov model and Bayesian detection estimation framework
F Humblot, A Mohammad-Djafari
EURASIP Journal on Advances in Signal Processing 2006 (1), 036971, 2006
452006
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Articles 1–20