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Publications of J.-C. Pesquet

Articles in journal or book chapters

  1. L. Chaari, J.-C. Pesquet, A. Benazza-Benyahia, and P. Ciuciu. A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging. Medical Image Analysis, 15(2):185-201, 2011. Keyword(s): wavelet, parallel MRI, reconstruction, sparsity. [bibtex-entry]


  2. L. Chaari, J.-C. Pesquet, J.-Y. Tourneret, P. Ciuciu, and A. Benazza-Benyahia. A Hierarchical Bayesian Model for Frame Representation. IEEE Trans. Signal Processing, 58(11):5560-6671, Nov. 2010. [bibtex-entry]


Conference articles

  1. L. Chaari, S. Mériaux, S. Badillo, P. Ciuciu, and J.-C. Pesquet. 3D wavelet-based regularization for parallel MRI reconstruction: impact on subject and group-level statistical sensitivity in fMRI. In 8th Proc. IEEE ISBI, Chicago, IL, pages 460-464, Apr. 2011. [bibtex-entry]


  2. L. Chaari, J.-C. Pesquet, J.-Y. Tourneret, and P. Ciuciu. Parameter estimation for hybrid wavelet Total Variation regularization. In IEEE Workshop on Statistical Signal Processing (SSP 2011), Nice, France, June 2011. [bibtex-entry]


  3. A. Marin, C. Chaux, J.-C. Pesquet, and P. Ciuciu. Image reconstruction from multiple sensors using Stein’s principle. Application to parallel MRI. In 8th Proc. IEEE ISBI, Chicago, IL, pages 465-468, Apr. 2011. [bibtex-entry]


  4. L. Chaari, S. Mériaux, J.-C. Pesquet, and P. Ciuciu. Impact of the parallel imaging reconstruction algorithm on brain activity detection in fMRI. In IEEE ISABEL'10 Symposium, Roma, Italia, Nov. 2010. Keyword(s): wavelet, parallel MRI, reconstruction, sparsity. [bibtex-entry]


  5. L. Chaari, S. Mériaux, J.-C. Pesquet, and P. Ciuciu. Impact of the parallel imaging reconstruction algorithm on the statistical sensitivity in fMRI. In D Le Bihan, editor, 16thProc. HBM'10, Barcelona, Espania, June 2010. Elsevier. Keyword(s): wavelet, parallel MRI, reconstruction, sparsity. [bibtex-entry]


  6. L. Chaari, J.-C. Pesquet, Amel Benazza-Benyahia, and P. Ciuciu. A hierarchical Bayesian model for frame representation. In 35th Proc. IEEE ICASSP, Dallas, TX, USA, pages 4086-4089, Mar. 2010. [bibtex-entry]


  7. L. Chaari, Amel Benazza-Benyahia, J.-C. Pesquet, and P. Ciuciu. Wavelet based parallel MRI regularization using bivariate sparsity promoting priors. In 16th Proc. IEEE ICIP, Cairo, Egypt, pages 1725-1728, Nov. 2009. [bibtex-entry]


  8. L. Chaari, P. Ciuciu, A. Benazza-Benyahia, and J.-C. Pesquet. Performance of Three Parallel MRI Reconstruction Methods in the Presence of Coil Sensitivity Map Errors. In Proc. 17th ISMRM, Honolulu, Hawaii, 2009. [bibtex-entry]


  9. L. Chaari, J.-C. Pesquet, A. Benazza-Benyahia, and P. Ciuciu. Minimization of a sparsity promoting criterion for the recovery of complex-valued signals. In Remi Gribonval, editor, SPARS'09: Signal Processing with Adaptive Sparse Structured Representation, Saint Malo, France, Apr. 2009. Inria Rennes - Bretagne Atlantique. [bibtex-entry]


  10. L. Chaari, J.-C. Pesquet, A. Benazza-Benyahia, and P. Ciuciu. Autocalibrated regularized parallel MRI reconstruction in the wavelet domain. In 5th Proc. IEEE ISBI, Paris, France, pages 756-759, May 2008. [bibtex-entry]


Internal reports

  1. L. Chaari, S. Mériaux, S. Badillo, J.-C. Pesquet, and P. Ciuciu. Multidimensional Wavelet-based Regularized Reconstruction for Parallel Acquisition in Neuroimaging. in revision to EURASIP Journal on Advances in Signal Processing, LNAO, CEA-NeuroSpin, France & LIGM, University Paris-Est, France, Apr. 2012. [bibtex-entry]



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