Publications de
Marcelo Pereyra, Philip Schniter, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, Alfred O. Hero, Stephen Mclaughlin
A Survey of Stochastic Simulation and Optimization Methods in Signal Processing
Dans : IEEE Journal of Selected Topics in Signal Processing (J-STSP), IEEE : Institute of Electrical and Electronics Engineers, Vol. 10 N. 2, p. 224-241, mars 2016.
Accès : http://dx.doi.org/10.1109/JSTSP.2015.2496908 – https://oatao.univ-toulouse.fr/15732/
BibTeXMarcelo Alejandro Pereyra, Philip Schniter, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, Alfred O. Hero, Stephen Mc Laughlin
A survey of stochastic simulation and optimization methods in signal processing
Dans : IEEE Journal of Selected Topics in Signal Processing (J-STSP), IEEE : Institute of Electrical and Electronics Engineers, Vol. 10 N. 2, p. 224-241, mars 2016.
Stephen Mc Laughlin, Marcelo Alejandro Pereyra, Alfred O. Hero, Jean-Yves Tourneret, Jean-Christophe Pesquet
Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing
Dans : IEEE Journal of Selected Topics in Signal Processing (J-STSP), IEEE : Institute of Electrical and Electronics Engineers, Vol. 10 N. 2, p. 221-223, mars 2016.
Lotfi Chaari, Philippe Ciuciu, Sébastien Mériaux, Jean-Christophe Pesquet
Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI
Dans : Magnetic Resonance Materials in Physics, Biology and Medicine (MAGMA), Springer, Vol. 28, p. 1-38, mars 2014.
Lotfi Chaari, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Philippe Ciuciu
A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging
Dans : Medical Image Analysis, Elsevier, Vol. 15, p. 185-201, novembre 2011.
Lotfi Chaari, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia
A hierarchical Bayesian model for frame representation
Dans : IEEE Transactions on Signal Processing, IEEE : Institute of Electrical and Electronics Engineers, Vol. 58 N. 11, p. 5560-5571, novembre 2010.
Lotfi Chaari, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu
Parameter Estimation for Hybrid Wavelet-Total Variation Regularization (regular paper)
Dans : IEEE Workshop on Statistical Signal Processing (SSP 2011), Nice, 28/06/11-30/06/11, IEEE : Institute of Electrical and Electronics Engineers, p. 461-464, juin 2011.
Lotfi Chaari, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia
A hierarchical Bayesian model for frame representation (regular paper)
Dans : IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), Dallas, Texas, 14/03/10-19/03/10, IEEE : Institute of Electrical and Electronics Engineers, p. 4086-4089, mars 2010.