Fluorescence diffuse optical tomography: A simulation-based study comparing time-resolved and continuous wave reconstructions performances. - Nicolas Ducros; Anabela da Silva; Jean-Marc Dinten; Françoise Peyrin (ISBI, 2008)

Time Resolved Fluorescence Diffuse Optical Tomography Using Multi-Resolution Exponential B-Splines. - Nicolas Ducros; Anabela da Silva; Jean-Marc Dinten; Chandra Sekhar Seelamantula; Michael Unser; Françoise Peyrin (ISBI, 2009)

Virtual source patterns for fluorescence tomography. - Nicolas Ducros; Andrea Bassi; Cosimo D'Andrea; Gianluca Valentini; Martin Schweiger; Simon R. Arridge (ISBI, 2012)

Single pixel camera: An acquisition strategy based on the non-linear wavelet approximation. - Florian Rousset; Nicolas Ducros; Cosimo D'Andrea; Françoise Peyrin (EMBC, 2015)

Adaptive acquisitions in biomedical optical imaging based on single pixel camera: Comparison with compressive sensing. - Florian Rousset; Nicolas Ducros; Andrea Farina; Gianluca Valentini; Cosimo D'Andrea; Françoise Peyrin (ISBI, 2016)

Adaptive Basis Scan by Wavelet Prediction for Single-Pixel Imaging. - Florian Rousset; Nicolas Ducros; Andrea Farina; Gianluca Valentini; Cosimo D'Andrea; Françoise Peyrin (IEEE Trans. Computational Imaging, 2017)

An ADMM Algorithm for Constrained Material Decomposition in Spectral CT. - Tom Hohweiller; Nicolas Ducros; Françoise Peyrin; Bruno Sixou (EUSIPCO, 2018)

A constrained Gauss-Newton algorithm for material decomposition in spectral computed tomography. - Tom Hohweiller; Nicolas Ducros; Françoise Peyrin; Bruno Sixou (ISBI, 2018)

A Semi Nonnegative Matrix Factorization Technique for Pattern Generalization in Single-Pixel Imaging. - Florian Rousset; Françoise Peyrin; Nicolas Ducros (IEEE Trans. Computational Imaging, 2018)

Human Knee Phantom for Spectral CT: Validation of a Material Decomposition Algorithm. - Suzanne Bussod; Juan Felipe Pérez-Juste Abascal; Nicolas Ducros; Cécile Olivier; Salim Si-Mohamed; Philippe Douek; Christine Chappard; Françoise Peyrin (ISBI, 2019)

A residual U-Net network with image prior for 3D image denoising. - Juan F. P. J. Abascal; Suzanne Bussod; Nicolas Ducros; Salim Si-Mohamed; Philippe Douek; Christine Chappard; Françoise Peyrin (EUSIPCO, 2020)

Convolutional Neural Network for Material Decomposition in Spectral CT Scans. - Suzanne Bussod; Juan F. P. J. Abascal; Simon R. Arridge; Andreas Hauptmann; Christine Chappard; Nicolas Ducros; Françoise Peyrin (EUSIPCO, 2020)

Material Decomposition Problem in Spectral CT: A Transfer Deep Learning Approach. - Juan F. P. J. Abascal; Nicolas Ducros; Valeriya Pronina; Suzanne Bussod; Andreas Hauptmann; Simon R. Arridge; Philippe Douek; Françoise Peyrin (ISBI Workshops, 2020)

A Completion Network for Reconstruction from Compressed Acquisition. - Nicolas Ducros; Antonio Lorente Mur; Françoise Peyrin (ISBI, 2020)

Recurrent Neural Networks for Compressive Video Reconstruction. - Antonio Lorente Mur; Françoise Peyrin; Nicolas Ducros (ISBI, 2020)

Deep Expectation-Maximization For Image Reconstruction From Under-Sampled Poisson Data. - Antonio Lorente Mur; Paul Bataille; Françoise Peyrin; Nicolas Ducros (ISBI, 2021)

Material Decomposition in Spectral CT Using Deep Learning: A Sim2Real Transfer Approach. - Juan F. P. J. Abascal; Nicolas Ducros; Valeriya Pronina; Simon Rit; Pierre-Antoine Rodesch; Thomas Broussaud; Suzanne Bussod; Philippe C. Douek; Andreas Hauptmann; Simon R. Arridge; Françoise Peyrin (IEEE Access, 2021)

Deep Expectation-Maximization for Single-Pixel Image Reconstruction With Signal-Dependent Noise. - Antonio Lorente Mur; Françoise Peyrin; Nicolas Ducros (IEEE Trans. Computational Imaging, 2022)

Phase Unwrapping of Color Doppler Echocardiography using Deep Learning. - Hang Jung Ling; Olivier Bernard 001; Nicolas Ducros; Damien Garcia (CoRR, 2023)

Joint Reconstruction and Spectral Unmixing from Single-Pixel Acquisitions. - Séréna Hariga; Jérémy E. Cohen; Nicolas Ducros (EUSIPCO, 2024)

Hybrid Single-Pixel Camera for Dynamic Hyperspectral Imaging. - Thomas Maitre; Elie Bretin; Laurent Mahieu-Williame; Michaël Sdika; Nicolas Ducros (ISBI, 2024)

Dynamic Single-Pixel Imaging on an Extended Field of View Without Warping the Patterns. - Thomas Maitre; Elie Bretin; Romain Phan; Nicolas Ducros; Michaël Sdika (MICCAI (7), 2024)