Bayesian inference with hierarchical prior models for inverse problems in imaging systems, 2013 8th International Workshop on Systems, Signal Processing and their Applications (WoSSPA), pp.7-18, 2013. ,
DOI : 10.1109/WoSSPA.2013.6602329
URL : http://djafari.free.fr/pdf/Wosspa2013_Tutorial_paper_v1.pdf
Multi GPU parallelization of 3D bayesian CT algorithm and its application on real foam reonconstruction with incomplete data set, Proceedings FVR, pp.35-38, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00658653
Variational posterior distribution approximation in bayesian emission tomography reconstruction using a gamma mixture prior, VISAPP (Special Sessions), pp.165-176, 2007. ,
Hierarchical Markovian models for 3D computed tomography in non destructive testing applications, EUSIPCO, 2006. ,
Regularization and variable selection via the elastic net, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.5, issue.2, pp.301-320, 2005. ,
DOI : 10.1073/pnas.201162998
Gauss-Markov-Potts Priors for Images in Computer Tomography Resulting to Joint Optimal Reconstruction and segmentation, International Journal of Tomography & Simulation, vol.11, pp.76-92, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00447139
Variational relevance vector machines, Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence, pp.46-53, 2000. ,
Phase diagrams of a variational Bayesian approach with ARD prior in NIRS-DOT, The 2011 International Joint Conference on Neural Networks, pp.1230-1236, 2011. ,
DOI : 10.1109/IJCNN.2011.6033364