Jean-François Giovannelli
Orcid: 0000-0002-0372-9329
According to our database1,
Jean-François Giovannelli
authored at least 60 papers
between 1993 and 2024.
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Bibliography
2024
Marginal Likelihood Estimation in Semiblind Image Deconvolution: A Stochastic Approximation Approach.
SIAM J. Imaging Sci., 2024
Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT.
CoRR, 2024
Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior.
CoRR, 2024
2023
A Statistical Framework to Investigate the Optimality of Signal-Reconstruction Methods.
IEEE Trans. Signal Process., 2023
2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
Bayesian Model Selection for Unsupervised Image Deconvolution with Structured Gaussian Priors.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
2020
IEEE Signal Process. Lett., 2020
Parametric Bayesian estimation of point-like pollution sources of groundwater layers.
Signal Process., 2020
2019
Unsupervised joint deconvolution and segmentation method for textured images: a Bayesian approach and an advanced sampling algorithm.
EURASIP J. Adv. Signal Process., 2019
2018
BMC Bioinform., 2018
Variance component analysis to assess protein quantification in biomarker validation: application to selected reaction monitoring-mass spectrometry.
BMC Bioinform., 2018
A Variational Bayesian Estimation Scheme For Parametric Point-Like Pollution Source of Groundwater Layers.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
2017
IEEE Trans. Aerosp. Electron. Syst., 2017
EURASIP J. Bioinform. Syst. Biol., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
A generalized Swendsen-Wang algorithm for Bayesian nonparametric joint segmentation of multiple images.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
IEEE Trans. Signal Process., 2016
Gradient Scan Gibbs Sampler: An Efficient Algorithm for High-Dimensional Gaussian Distributions.
IEEE J. Sel. Top. Signal Process., 2016
Joint segmentation of multiple images with shared classes: A Bayesian nonparametrics approach.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Unsupervised segmentation of piecewise constant images from incomplete, distorted and noisy data.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
2015
CoRR, 2015
Potts model parameter estimation in Bayesian segmentation of piecewise constant images.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Gradient scan Gibbs sampler: An efficient high-dimensional sampler application in inverse problems.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
Bayesian Texture and Instrument Parameter Estimation From Blurred and Noisy Images Using MCMC.
IEEE Signal Process. Lett., 2014
Erratum to "Inverse transport problem of estimating point-like source using a Bayesian parametric method with MCMC" [Signal Processing 96 (2014) 346-361].
Signal Process., 2014
Inverse transport problem of estimating point-like source using a Bayesian parametric method with MCMC.
Signal Process., 2014
IEEE Access, 2014
Bayesian noise model selection and system identification based on approximation of the evidence.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Sampling High-Dimensional Gaussian Distributions for General Linear Inverse Problems.
IEEE Signal Process. Lett., 2012
Estimating hyperparameters and instrument parameters in regularized inversion. Illustration for SPIRE/Herschel map making
CoRR, 2012
Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012
2011
Efficient sampling of high-dimensional Gaussian fields: the non-stationary / non-sparse case
CoRR, 2011
Over-resolution in map-making based on accurate instrument model and regularized inversion. Application to SPIRE/Herschel
CoRR, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Langevin and hessian with fisher approximation stochastic sampling for parameter estimation of structured covariance.
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Bayesian estimation of regularization and PSF parameters for Wiener-Hunt deconvolution.
CoRR, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Proceedings of the International Conference on Image Processing, 2009
2008
Unsupervised Bayesian Convex Deconvolution Based on a Field With an Explicit Partition Function.
IEEE Trans. Image Process., 2008
Correction to "Data Inversion for Over-Resolved Spectral Imaging in Astronomy" [Oct 08 802-811].
IEEE J. Sel. Top. Signal Process., 2008
IEEE J. Sel. Top. Signal Process., 2008
2007
Contaminant source estimation in a two-layers porous environment using a Bayesian approach.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
IEEE Trans. Image Process., 2006
Non-quadratic convex regularized reconstruction of MR images from spiral acquisitions.
Signal Process., 2006
2002
IEEE Trans. Signal Process., 2002
2001
IEEE Trans. Signal Process., 2001
IEEE Trans. Geosci. Remote. Sens., 2001
1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
IEEE Trans. Signal Process., 1998
1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
1993
A statistical study of a regularized method for long auto-regressive spectral estimation.
Proceedings of the IEEE International Conference on Acoustics, 1993