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Ali Mohammad-Djafari
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Publications
- 2019
- [j31]Camille Chapdelaine, Ali Mohammad-Djafari, Nicolas Gac, Estelle Parra:
Error-Splitting Forward Model for Iterative Reconstruction in X-Ray Computed Tomography and Application With Gauss-Markov-Potts Prior. IEEE Trans. Computational Imaging 5(2): 317-332 (2019) - 2018
- [j30]Li Wang, Ali Mohammad-Djafari, Nicolas Gac, Mircea Dumitru:
Bayesian 3D X-ray Computed Tomography with a Hierarchical Prior Model for Sparsity in Haar Transform Domain. Entropy 20(12): 977 (2018) - [c54]Ali Mohammad-Djafari, Mircea Dumitru, Camille Chapdelaine, Nicolas Gac:
Bayesian Inference with Error Variable Splitting and Sparsity Enforcing Priors for Linear Inverse Problems. EUSIPCO 2018: 440-444 - 2017
- [j29]Camille Chapdelaine, Ali Mohammad-Djafari, Nicolas Gac, Estelle Parra:
A 3D Bayesian Computed Tomography Reconstruction Algorithm with Gauss-Markov-Potts Prior Model and its Application to Real Data. Fundam. Informaticae 155(4): 373-405 (2017) - [j28]Li Wang, Ali Mohammad-Djafari, Nicolas Gac:
X-ray Computed Tomography using a Sparsity Enforcing Prior Model Based on Haar Transformation in a Bayesian Framework. Fundam. Informaticae 155(4): 449-480 (2017) - [c51]Li Wang, Ali Mohammad-Djafari, Nicolas Gac:
Bayesian method with sparsity enforcing prior of dual-tree complex wavelet transform coefficients for X-ray CT image reconstruction. EUSIPCO 2017: 478-482 - [c50]Li Wang, Ali Mohammad-Djafari, Nicolas Gac:
X-ray Computed Tomography simultaneous image reconstruction and contour detection using a hierarchical Markovian model. ICASSP 2017: 6070-6074 - [c49]Mircea Dumitru, Li Wang, Nicolas Gac, Ali Mohammad-Djafari:
Performance comparison of Bayesian iterative algorithms for three classes of sparsity enforcing priors with application in computed tomography. ICIP 2017: 3580-3584 - 2016
- [j27]Mircea Dumitru, Ali Mohammad-Djafari, Simona Baghai Sain:
Precise periodic components estimation for chronobiological signals through Bayesian Inference with sparsity enforcing prior. EURASIP J. Bioinform. Syst. Biol. 2016: 3 (2016) - [c48]Li Wang, Ali Mohammad-Djafari, Nicolas Gac, Mircea Dumitru:
Computed tomography reconstruction based on a hierarchical model and variational Bayesian method. ICASSP 2016: 883-887 - [i1]Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang:
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR abs/1609.04167 (2016) - 2015
- [j26]Ali Mohammad-Djafari, Mircea Dumitru:
Bayesian sparse solutions to linear inverse problems with non-stationary noise with Student-t priors. Digit. Signal Process. 47: 128-156 (2015) - [c47]Mircea Dumitru, Ali Mohammad-Djafari:
Periodic components estimation in chronobiological time series via a Bayesian approach. EUSIPCO 2015: 2246-2250 - 2014
- [c45]L. Gharsalli, Bernard Duchêne, Ali Mohammad-Djafari, Hacheme Ayasso:
A gradient-like variational Bayesian approach: Application to microwave imaging for breast tumor detection. ICIP 2014: 1708-1712 - 2013
- [j24]Thomas Boulay, Nicolas Gac, Ali Mohammad-Djafari, Julien Lagoutte:
Algorithmes de reconnaissance NCTR et parallélisation sur GPU. Traitement du Signal 30(6): 309-342 (2013) - [c43]L. Gharsalli, Bernard Duchêne, Ali Mohammad-Djafari, Hacheme Ayasso:
Microwave tomography for breast cancer detection within a variational Bayesian approach. EUSIPCO 2013: 1-5 - [c40]Thomas Boulay, Ali Mohammad-Djafari, Nicolas Gac, Julien Lagoutte:
High-Dimensional Range Profile Geometrical Visualization and Performance Estimation of Radar Target Classification via a Gaussian Mixture Model. GSI 2013: 829-836 - 2012
- [c39]Hacheme Ayasso, Bernard Duchêne, Ali Mohammad-Djafari:
A variational Bayesian approach for frequency diverse non-linear microwave imaging. ICIP 2012: 2069-2072 - [c37]Thomas Boulay, Julien Lagoutte, Ali Mohammad-Djafari, Nicolas Gac:
A Fuzzy-Logic Based Non Cooperative Target Recognition. SITIS 2012: 410-415 - 2011
- [c36]Hacheme Ayasso, Bernard Duchêne, Ali Mohammad-Djafari:
Bayesian estimation with Gauss-Markov-Potts priors in optical diffraction tomography. Computational Imaging 2011: 78730U - [c32]Caifang Cai, Ali Mohammad-Djafari, Samuel Legoupil, Thomas Rodet:
Bayesian data fusion and inversion in X-ray multi-energy computed tomography. ICIP 2011: 1377-1380 - 2010
- [j20]Doriano-Boris Pougaza, Ali Mohammad-Djafari, Jean-François Bercher:
Link between copula and tomography. Pattern Recognit. Lett. 31(14): 2258-2264 (2010) - [j19]Hacheme Ayasso, Ali Mohammad-Djafari:
Joint NDT Image Restoration and Segmentation Using Gauss-Markov-Potts Prior Models and Variational Bayesian Computation. IEEE Trans. Image Process. 19(9): 2265-2277 (2010) - 2009
- [c28]Hacheme Ayasso, Ali Mohammad-Djafari:
Joint image restoration and segmentation using Gauss-Markov-Potts prior models and variational Bayesian computation. ICIP 2009: 1297-1300 - [c27]Majdi Mansouri, Ali Mohammad-Djafari:
Image Super-Resolution using a Bayesian approach with a Gauss-Markov-Potts prior. IPCV 2009: 814-818 - 2008
- [c26]Hacheme Ayasso, Ali Mohammad-Djafari:
Variational Bayes with Gauss-Markov-Potts Prior Models for Joint Image Restoration and Segmentation. VISAPP (1) 2008: 571-576 - 2007
- [j16]Hichem Snoussi, Ali Mohammad-Djafari:
Estimation of Structured Gaussian Mixtures: The Inverse EM Algorithm. IEEE Trans. Signal Process. 55(7-1): 3185-3191 (2007) - 2006
- [j10]Saïd Moussaoui, David Brie, Ali Mohammad-Djafari, Cédric Carteret:
Separation of Non-Negative Mixture of Non-Negative Sources Using a Bayesian Approach and MCMC Sampling. IEEE Trans. Signal Process. 54(11): 4133-4145 (2006) - 2004
- [j7]Hichem Snoussi, Ali Mohammad-Djafari:
Fast joint separation and segmentation of mixed images. J. Electronic Imaging 13(2): 349-361 (2004) - [j6]Charles Soussen, Ali Mohammad-Djafari:
Polygonal and polyhedral contour reconstruction in computed tomography. IEEE Trans. Image Process. 13(11): 1507-1523 (2004) - [j5]Hichem Snoussi, Ali Mohammad-Djafari:
Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior. J. VLSI Signal Process. 37(2-3): 263-279 (2004) - [c15]Saïd Moussaoui, David Brie, Olivier Caspary, Ali Mohammad-Djafari:
A Bayesian method for positive source separation. ICASSP (5) 2004: 485-488 - 2002
- [c12]Hichem Snoussi, Ali Mohammad-Djafari:
MCMC joint separation and segmentation of hidden Markov fields. NNSP 2002: 485-494 - 2001
- [c11]Ali Mohammad-Djafari, Charles Soussen:
Closed surface reconstruction in X-ray tomography. ICIP (1) 2001: 718-721 - 1998
- [j3]Mila Nikolova, Jérôme Idier, Ali Mohammad-Djafari:
Inversion of large-support ill-posed linear operators using a piecewise Gaussian MRF. IEEE Trans. Image Process. 7(4): 571-585 (1998) - 1997
- [c10]Hervé Carfantan, Ali Mohammad-Djafari, Jérôme Idier:
A single site update algorithm for nonlinear diffraction tomography. ICASSP 1997: 2837-2840 - 1996
- [j2]Mila Nikolova, Ali Mohammad-Djafari:
Eddy current tomography using a binary Markov model. Signal Process. 49(2): 119-132 (1996) - 1995
- [c6]Hervé Carfantan, Ali Mohammad-Djafari:
A Bayesian approach for nonlinear inverse scattering tomographic imaging. ICASSP 1995: 2311-2314 - 1994
- [j1]Maï Khuong Nguyen, Ali Mohammad-Djafari:
Bayesian approach with the maximum entropy principle in image reconstruction from microwave scattered field data. IEEE Trans. Medical Imaging 13(2): 254-262 (1994) - [c5]Mila Nikolova, Ali Mohammad-Djafari, Jérôme Idier:
Inversion of large-support ill-conditioned linear operators using a Markov model with a line process. ICASSP (5) 1994: 357-360 - 1990
- [c3]Ali Mohammad-Djafari, Guy Demoment:
Estimating priors in maximum entropy image processing. ICASSP 1990: 2069-2072 - 1986
- [c2]Ali Mohammad-Djafari, Guy Demoment:
Maximum entropy diffraction tomography. ICASSP 1986: 1749-1752 - 1984
- [c1]Didier Saint-Félix, Ali Mohammad-Djafari, Guy Demoment:
Iterative generalized inverse image restoration. ICASSP 1984: 104-107
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