| Bayesian estimation of regularization and point spread function parameters for Wiener–Hunt deconvolution F Orieux, JF Giovannelli, T Rodet JOSA A 27 (7), 1593-1607, 2010 | 139 | 2010 |
| Image reconstruction in optical interferometry É Thiébaut, JF Giovannelli IEEE Signal Processing Magazine 27 (1), 97-109, 2009 | 102 | 2009 |
| Positive deconvolution for superimposed extended source and point sources JF Giovannelli, A Coulais Astronomy & Astrophysics 439 (1), 401-412, 2005 | 84 | 2005 |
| Regularization, maximum entropy and probabilistic methods in mass spectrometry data processing problems A Mohammad-Djafari, JF Giovannelli, G Demoment, J Idier International Journal of Mass Spectrometry 215 (1-3), 175-193, 2002 | 69 | 2002 |
| Sampling high-dimensional Gaussian distributions for general linear inverse problems F Orieux, O Féron, JF Giovannelli IEEE Signal Processing Letters 19 (5), 251-254, 2012 | 68 | 2012 |
| Regularized estimation of mixed spectra using a circular Gibbs-Markov model P Ciuciu, J Idier, JF Giovannelli IEEE Transactions on Signal Processing 49 (10), 2202-2213, 2001 | 63 | 2001 |
| An improved observation model for super-resolution under affine motion G Rochefort, F Champagnat, G Le Besnerais, JF Giovannelli IEEE Transactions on Image Processing 15 (11), 3325-3337, 2006 | 59 | 2006 |
| Inverse transport problem of estimating point-like source using a Bayesian parametric method with MCMC A Hazart, JF Giovannelli, S Dubost, L Chatellier Signal Processing 96, 346-361, 2014 | 50 | 2014 |
| Point target detection and subpixel position estimation in optical imagery V Samson, F Champagnat, JF Giovannelli Applied Optics 43 (2), 257-263, 2004 | 48 | 2004 |
| Unsupervised Bayesian convex deconvolution based on a field with an explicit partition function JF Giovannelli IEEE Transactions on Image Processing 17 (1), 16-26, 2007 | 47 | 2007 |
| Langevin and Hessian with Fisher approximation stochastic sampling for parameter estimation of structured covariance C Vacar, JF Giovannelli, Y Berthoumieu 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 42 | 2011 |
| Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing JF Giovannelli, J Idier Iste, 2015 | 27 | 2015 |
| A Bayesian method for long AR spectral estimation: A comparative study JF Giovannelli, G Demoment, A Herment IEEE transactions on ultrasonics, ferroelectrics, and frequency control 43 …, 1996 | 26 | 1996 |
| Data inversion for over-resolved spectral imaging in astronomy T Rodet, F Orieux, JF Giovannelli, A Abergel IEEE Journal of Selected Topics in Signal Processing 2 (5), 802-811, 2008 | 25 | 2008 |
| Unsupervised frequency tracking beyond the Nyquist frequency using Markov chains JF Giovannelli, J Idier, R Boubertakh, A Herment IEEE Transactions on signal processing 50 (12), 2905-2914, 2002 | 25 | 2002 |
| Transient response of IR detectors used in space astronomy: what we have learned from the ISO satellite A Coulais, BI Fouks, JF Giovanelli, A Abergel, J See Infrared Spaceborne Remote Sensing VIII 4131, 205-217, 2000 | 22 | 2000 |
| Unsupervised joint deconvolution and segmentation method for textured images: a Bayesian approach and an advanced sampling algorithm C Vacar, JF Giovannelli EURASIP Journal on Advances in Signal Processing 2019, 1-17, 2019 | 20 | 2019 |
| Super-resolution in map-making based on a physical instrument model and regularized inversion-Application to SPIRE/Herschel F Orieux, JF Giovannelli, T Rodet, A Abergel, H Ayasso, M Husson Astronomy & Astrophysics 539, A38, 2012 | 20 | 2012 |
| Estimating hyperparameters and instrument parameters in regularized inversion Illustration for Herschel/SPIRE map making F Orieux, JF Giovannelli, T Rodet, A Abergel Astronomy & Astrophysics 549, A83, 2013 | 19 | 2013 |
| Estimation of the Ising field parameter thanks to the exact partition function JF Giovannelli 2010 IEEE International Conference on Image Processing, 1441-1444, 2010 | 19 | 2010 |
Jérôme IdierSignal and Image Processing, CNRS, LS2N, Nantes, FranceAdresse e-mail validée de ls2n.fr
