A Bayesian approach for nonlinear inverse scattering tomographic imaging. - Hervé Carfantan; Ali Mohammad-Djafari (ICASSP, 1995)

Time-invariant orthonormal wavelet representations. - Jean-Christophe Pesquet; Hamid Krim; Hervé Carfantan (IEEE Trans. Signal Process., 1996)

A single site update algorithm for nonlinear diffraction tomography. - Hervé Carfantan; Ali Mohammad-Djafari; Jérôme Idier (ICASSP, 1997)

Regularized spectral analysis of unevenly spaced data. - Sébastien Bourguignon; Hervé Carfantan; Loïc Jahan (ICASSP (4), 2005)

A time-scale correlation-based blind separation method applicable to correlated sources. - Yannick Deville; Dass Bissessur; Matthieu Puigt; Shahram Hosseini; Hervé Carfantan (ESANN, 2006)

Spectral Analysis of Irregularly Sampled Data Using a Bernoulli-Gaussian Model with Free Frequencies. - Sébastien Bourguignon; Hervé Carfantan (ICASSP (3), 2006)

A Sparsity-Based Method for the Estimation of Spectral Lines From Irregularly Sampled Data. - Sébastien Bourguignon; Hervé Carfantan; Jérôme Idier (J. Sel. Topics Signal Processing, 2007)

Impact of Correlators and Receivers Failures on the MIRAS Instrument Onboard SMOS. - Eric Anterrieu; Ali Khazaal; Hervé Carfantan (IGARSS (2), 2008)

On the Reduction of the Systematic Error in Imaging Radiometry by Aperture Synthesis: A New Approach for the SMOS Space Mission. - Ali Khazaal; Hervé Carfantan; Eric Anterrieu (IEEE Geosci. Remote. Sens. Lett., 2009)

Statistical Linear Destriping of Satellite-Based Pushbroom-Type Images. - Hervé Carfantan; Jérôme Idier (IEEE Trans. Geosci. Remote. Sens., 2010)

Sparsity-based spatial-spectral restoration of muse astrophysical hyperspectral data cubes. - Sébastien Bourguignon; Hervé Carfantan; Éric Slezak; David Mary (WHISPERS, 2011)

Extraction of stellar spectra from dense fields in hyperspectral muse data cubes using non-negative matrix factorization. - Ines Meganem; Yannick Deville; Shahram Hosseini; Hervé Carfantan; Moussa Sofiane Karoui (WHISPERS, 2011)

PSF estimation of hyperspectral data acquisition system for ground-based astrophysical observations. - Emma Villeneuve; Hervé Carfantan; Denis Serre (WHISPERS, 2011)

Hyperspectral data deconvolution for galaxy kinematics with MCMC. - Emma Villeneuve; Hervé Carfantan (EUSIPCO, 2012)

Nonlinear Deconvolution of Hyperspectral Data With MCMC for Studying the Kinematics of Galaxies. - Emma Villeneuve; Hervé Carfantan (IEEE Trans. Image Process., 2014)

Sampling schemes and parameter estimation for nonlinear Bernoulli-Gaussian sparse models. - Megane Boudineau; Hervé Carfantan; Sébastien Bourguignon; Michael Bazot (SSP, 2016)

Exact Sparse Approximation Problems via Mixed-Integer Programming: Formulations and Computational Performance. - Sébastien Bourguignon; Jordan Ninin; Hervé Carfantan; Marcel Mongeau (IEEE Trans. Signal Process., 2016)

Fast Hyperspectral Cube Reconstruction for a Double Disperser Imager. - Ibrahim Ardi; Hervé Carfantan; Simon Lacroix; Antoine Monmayrant (EUSIPCO, 2018)

An 𝓁0 Solution to Sparse Approximation Problems with Continuous Dictionaries. - Megane Boudineau; Hervé Carfantan; Sébastien Bourguignon (ICASSP, 2018)

Sparse Branch and Bound for Exact Optimization of L0-Norm Penalized Least Squares. - Ramzi Ben Mhenni; Sébastien Bourguignon; Marcel Mongeau; Jordan Ninin; Hervé Carfantan (ICASSP, 2020)

A Partially Collapsed Gibbs Sampler for Unsupervised Nonnegative Sparse Signal Restoration. - Mehdi Chahine Amrouche; Hervé Carfantan; Jérôme Idier (ICASSP, 2021)

Fusion of Panchromatic and Hyperspectral Images in the Reflective Domain by a Combinatorial Approach and Application to Urban Landscape. - Yohann Constans; Sophie Fabre; Hervé Carfantan; Michael Seymour; Vincent Crombez; Xavier Briottet; Yannick Deville (IGARSS, 2021)

Cssnet: A Learning Algorithm For The Segmentation Of Compressed Hyperspectral Images. - Maud Biquard; Antoine Rouxel; Simon Lacroix; Hervé Carfantan; Antoine Monmayrant; Henri Camon (WHISPERS, 2022)

Statistical Destriping of Pushbroom-Type Images Based on an Affine Detector Response. - Mehdi Chahine Amrouche; Hervé Carfantan; Jérôme Idier; Vincent Martin (IEEE Trans. Geosci. Remote. Sens., 2022)

Efficient Sampling of Bernoulli-Gaussian-Mixtures for Sparse Signal Restoration. - Mehdi Chahine Amrouche; Hervé Carfantan; Jérôme Idier (IEEE Trans. Signal Process., 2022)

Statistical Tests for Hyperspectral Coded Data Unsupervised Classification. - Trung-Tin Dinh; Hervé Carfantan; Antoine Monmayrant; Simon Lacroix (WHISPERS, 2024)

The Marginal Importance of Distortions and Alignment in CASSI systems. - Léo Paillet; Antoine Rouxel; Hervé Carfantan; Simon Lacroix; Antoine Monmayrant (CoRR, 2025)