Journal papers

  • L. El Gueddari, E. Chouzenoux, A. Vignaud and P. Ciuciu. Calibration-less parallel imaging compressed sensing reconstruction based on OSCAR regularization. Submitted, 2019. [Article]
  • Y. Marnissi, E. Chouzenoux, A. Benazza-Benyahia and J.-C. Pesquet. Majorize-Minimize Adapted Metropolis-Hastings Algorithm. Submitted, 2018. [HAL]
  • M.-C. Corbineau, D. Kouamé, E. Chouzenoux, J.-Y. Tourneret and J.-C. Pesquet. Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images. To appear in IEEE Signal Processing Letters, 2019.
  • O. D. Akyildiz, E. Chouzenoux, V. Elvira and J. Miguez. A probabilistic incremental proximal gradient method. IEEE Signal Processing Letters, Vol. 26, No. 8, pages 1257-1261, July 2019. [Article]

Conference papers

  • Y. Marnissi, D. Abboud, E. Chouzenoux, J.-C. Pesquet, M. El-Badaoui and A. Benazza-Benyahia. A Data Augmentation Approach for Sampling Gaussian Models in High Dimension. In Proceedings of the 27th European Signal Processing Conference (EUSIPCO 2019), A Coruna, Spain, 2-6 september 2019.
  • L. El Gueddari, E. Chouzenoux, A. Vignaud, J.-C. Pesquet, and P. Ciuciu. Online MR image reconstruction for compressed sensing acquisition in T2* imaging, In Proceedings of SPIE 11138, Wavelets and Sparsity XVIII, 1113819, 9 september 2019.
  • A. Cherni, E. Chouzenoux, L. Duval and J.C. Pesquet. A Novel Smoothed Norm Ratio for Sparse Signal Restoration Application to Mass Spectrometry. In Proceedings of the Signal Processing with Adaptive Sparse Structured Representations (SPARS 2019), Toulouse, France, 1-4 july 2019.
  • L. El Gueddari, E. Chouzenoux, J.C. Pesquet, A. Vignaud and P. Ciuciu. OSCAR-based reconstruction for compressed sensing and parallel MR imaging. In Proceedings of the 27th Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM 2019), Montreal, Canada, 11-16 May 2019.
  • L. El Gueddari, E. Chouzenoux, J.C. Pesquet, A. Vignaud and P. Ciuciu. Online compressed sensing MR image reconstruction for high resolution T2* imaging. In Proceedings of the 27th Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM 2019), Montreal, Canada, 11-16 may 2019.
  • V. Elvira and E. Chouzenoux. Langevin-based Strategy for Efficient Proposal Adaptation in Population Monte Carlo. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), Brighton, UK, 12-17 may 2019.
  • L. El Gueddari, P. Ciuciu, E. Chouzenoux, A. Vignaud and J.-C. Pesquet. Calibrationless OSCAR-based Image Reconstruction in Compressed Sensing Parallel MRI. In Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, 8-11 april 2019.
  • E. Chouzenoux and V. Elvira. Adaptive Importance Sampling with Scaled Langevin Proposal Adaptation. In Proceedings of the 17th International Conference on Computer Aided Systems Theory (EUROCAST 2019), Las Palmas de Gran Canaria, Spain, 17-22 february 2019.
  • M. Terris and E. Chouzenoux. Stochastic MM Subspace Algorithms. In Proceedings of the International Biomedical and Astronomical Signal Processing Frontiers workshop (BASP 2019), Villars-sur-Ollon, Suisse, 3-8 february 2019.
  • Y. Marnissi, E. Chouzenoux, A. Benazza-Benyahia and J.C. Pesquet. MM Adapted MH Methods. In Proceedings of the International Biomedical and Astronomical Signal Processing Frontiers workshop (BASP 2019), Villars-sur-Ollon, Suisse, 3-8 february 2019.

Workshop without proceedings

  • A. Cherni, L. Duval, E. Chouzenoux and J.C. Pesquet. Forme lissée de rapports de normes lp/lq (SPOQ) pour la reconstruction des signaux avec pénalisation parcimonieuse. XXVIIe colloque GRETSI 2019, 26-29 septembre, Lille, France.
  • E. Chouzenoux (joint work with Y. Marnissi, J.C. Pesquet and A. Benazza-Benyahia). Majorize-Minimize adapted Metropolis Hastings Algorithms. Invited talk, AIP 2019, Grenoble, France, 12 July 2019.