Data Inversion for Over-Resolved Spectral Imaging in Astronomy. - Thomas Rodet; François Orieux; Jean-François Giovannelli; Alain Abergel (IEEE J. Sel. Top. Signal Process., 2008)

Correction to "Data Inversion for Over-Resolved Spectral Imaging in Astronomy" [Oct 08 802-811]. - Thomas Rodet; François Orieux; Jean-François Giovannelli; Alain Abergel (IEEE J. Sel. Top. Signal Process., 2008)

Super-resolution with continuous scan shift. - François Orieux; Thomas Rodet; Jean-François Giovannelli (ICIP, 2009)

Data inversion for hyperspectral objects in astronomy. - Thomas Rodet; François Orieux; Jean-François Giovannelli; Alain Abergel (WHISPERS, 2009)

Inversion bayésienne myope et non-supervisée pour l'imagerie sur-résolue. Application à l'instrument SPIRE de l'observatoire spatial Herschel. (Myopic and unsupervised bayesian inversion for over-resolved imaging. Application to SPIRE instrument of Herschel spatial observatory). - François Orieux (2009)

Deconvolutionwith gaussian blur parameter and hyperparameters estimation. - François Orieux; Jean-François Giovannelli; Thomas Rodet (ICASSP, 2010)

Instrument parameter estimation in bayesian convex deconvolution. - François Orieux; Thomas Rodet; Jean-François Giovannelli (ICIP, 2010)

Bayesian estimation of regularization and PSF parameters for Wiener-Hunt deconvolution. - François Orieux; Jean-François Giovannelli; Thomas Rodet (CoRR, 2010)

Over-resolution in map-making based on accurate instrument model and regularized inversion. Application to SPIRE/Herschel - François Orieux; Jean-François Giovannelli; Thomas Rodet; Alain Abergel; Hacheme Ayasso; M. Husson (CoRR, 2011)

Efficient sampling of high-dimensional Gaussian fields: the non-stationary / non-sparse case - François Orieux; Olivier Féron; Jean-François Giovannelli (CoRR, 2011)

Estimating hyperparameters and instrument parameters in regularized inversion. Illustration for SPIRE/Herschel map making - François Orieux; Jean-François Giovannelli; Thomas Rodet; Alain Abergel (CoRR, 2012)

Sampling High-Dimensional Gaussian Distributions for General Linear Inverse Problems. - François Orieux; Olivier Féron; Jean-François Giovannelli (IEEE Signal Process. Lett., 2012)

Bayesian Estimation for Optimized Structured Illumination Microscopy. - François Orieux; Eduardo Sepulveda; Vincent Loriette; Benoit Dubertret; Jean-Christophe Olivo-Marin (IEEE Trans. Image Process., 2012)

Gradient scan Gibbs sampler: An efficient high-dimensional sampler application in inverse problems. - François Orieux; Olivier Féron; Jean-François Giovannelli (ICASSP, 2015)

Gradient Scan Gibbs Sampler: An Efficient Algorithm for High-Dimensional Gaussian Distributions. - Olivier Féron; François Orieux; Jean-François Giovannelli (IEEE J. Sel. Top. Signal Process., 2016)

Restoration from multispectral blurred data with non-stationary instrument response. - M. Amine Hadj-Youcef; François Orieux; Aurélia Fraysse; Alain Abergel (EUSIPCO, 2017)

Semi-unsupervised Bayesian convex image restoration with location mixture of Gaussian. - François Orieux; Raphael Chinchilla (EUSIPCO, 2017)

Reducing data acquisition for fast Structured Illumination Microscopy using Compressed Sensing. - William Meiniel; Piernicola Spinicelli; Elsa D. Angelini; Alexandra Fragola; Vincent Loriette; François Orieux; Eduardo Sepulveda; Jean-Christophe Olivo-Marin (ISBI, 2017)

Spatio-Spectral Multichannel Reconstruction from few Low-Resolution Multispectral Data. - M. Amine Hadj-Youcef; François Orieux; Aurélia Fraysse; Alain Abergel (EUSIPCO, 2018)

A Study on Convolution using Half-Precision Floating-Point Numbers on GPU for Radio Astronomy Deconvolution. - Mickaël Seznec; Nicolas Gac; André Ferrari; François Orieux (SiPS, 2018)

Non-Stationary Hyperspectral Forward Model and High-Resolution. - Ralph Abi-rizk; François Orieux; Alain Abergel (ICIP, 2020)

An Efficiency-Driven Approach For Real-Time Optical Flow Processing On Parallel Hardware. - Mickaël Seznec; Nicolas Gac; François Orieux; Alvin Sashala Naik (ICIP, 2020)

Fast Joint Multiband Reconstruction From Wideband Images Based on Low-Rank Approximation. - M. Amine Hadj-Youcef; François Orieux; Alain Abergel; Aurélia Fraysse (IEEE Trans. Computational Imaging, 2020)

Fast Sky to Sky Interpolation for Radio Interferometric Imaging. - Nicolas Monnier; François Orieux; Nicolas Gac; Cyril Tasse; Erwan Raffin; David Guibert (ICIP, 2022)

Multi-core multi-node parallelization of the radio interferometric imaging pipeline DDFacet. - Nicolas Monnier; David Guibert; Cyril Tasse; Nicolas Gac; François Orieux; Erwan Raffin; Oleg M. Smirnov; Benjamin V. Hugo (SiPS, 2022)

Real-time optical flow processing on embedded GPU: an hardware-aware algorithm to implementation strategy. - Mickaël Seznec; Nicolas Gac; François Orieux; Alvin Sashala Naik (J. Real Time Image Process., 2022)

Computing large 2D convolutions on GPU efficiently with the im2tensor algorithm. - Mickaël Seznec; Nicolas Gac; François Orieux; Alvin Sashala Naik (J. Real Time Image Process., 2022)

Super-Resolution Hyperspectral Reconstruction With Majorization-Minimization Algorithm and Low-Rank Approximation. - Ralph Abi-rizk; François Orieux; Alain Abergel (IEEE Trans. Computational Imaging, 2022)

Energy-Efficient Use of an Embedded Heterogeneous SoC for the Inference of CNNs. - Agathe Archet; Nicolas Ventroux; Nicolas Gac; François Orieux (DSD, 2023)

Exact Solution for Multispectral and Hyperspectral Fusion Via Hessian Inversion. - Dan Pineau; François Orieux; Alain Abergel (WHISPERS, 2023)

Fast grid to grid interpolation for radio interferometric imaging. - Nicolas Monnier; François Orieux; Nicolas Gac; Cyril Tasse; Erwan Raffin; David Guibert (Astron. Comput., 2023)

An Initial Framework for Prototyping Radio-Interferometric Imaging Pipelines. - Sunrise Wang; Nicolas Gac; Hugo Miomandre; Jean-François Nezan; Karol Desnos; François Orieux (DASIP, 2024)

Untrained Compact Neural Network Prior for High-Dimension Multispectral and Hyperspectral Data Fusion with Spectrally Varying Blurs. - Dan Pineau; François Orieux; Alain Abergel (EUSIPCO, 2024)

A Practical HW-Aware NAS Flow for AI Vision Applications on Embedded Heterogeneous SoCs. - Agathe Archet; Nicolas Ventroux; Nicolas Gac; François Orieux (DASIP, 2025)

A Probabilistic Model for Image Processing with Positivity Constraint and Spectral Density Control. - Pierre Minier; Jean-François Giovannelli; François Orieux (SSP, 2025)

Multispectral and Hyperspectral Image Fusion With Spectrally Varying Blurs and MM Algorithm. - Dan Pineau; François Orieux; Alain Abergel (IEEE Trans. Computational Imaging, 2025)

Signal Estimation and Uncertainties Extraction in Terahertz Time-Domain Spectroscopy. - Elsa Denakpo; Théo Hannotte; Noureddin Osseiran; François Orieux; Romain Peretti (IEEE Trans. Instrum. Meas., 2025)