Nicolas Ducros

22 papers Journal 5Unranked 17
YearRankTypeTitle / Venue / Authors
2024 — conf
Dynamic Single-Pixel Imaging on an Extended Field of View Without Warping the Patterns.
MICCAI (7)
Thomas Maitre, Elie Bretin, Romain Phan, Nicolas Ducros, Michaël Sdika
2024 — conf
Hybrid Single-Pixel Camera for Dynamic Hyperspectral Imaging.
ISBI
Thomas Maitre, Elie Bretin, Laurent Mahieu-Williame, Michaël Sdika, Nicolas Ducros
2024 — conf
Joint Reconstruction and Spectral Unmixing from Single-Pixel Acquisitions.
EUSIPCO
Séréna Hariga, Jérémy E. Cohen, Nicolas Ducros
2023 J jnl
Phase Unwrapping of Color Doppler Echocardiography using Deep Learning.
CoRR
Hang Jung Ling, Olivier Bernard, Nicolas Ducros, Damien Garcia
2022 J jnl
Deep Expectation-Maximization for Single-Pixel Image Reconstruction With Signal-Dependent Noise.
IEEE Trans. Computational Imaging
Antonio Lorente Mur, Françoise Peyrin, Nicolas Ducros
2021 — conf
Deep Expectation-Maximization For Image Reconstruction From Under-Sampled Poisson Data.
ISBI
Antonio Lorente Mur, Paul Bataille, Françoise Peyrin, Nicolas Ducros
2021 J jnl
Material Decomposition in Spectral CT Using Deep Learning: A Sim2Real Transfer Approach.
IEEE Access
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
2020 — conf
A Completion Network for Reconstruction from Compressed Acquisition.
ISBI
Nicolas Ducros, Antonio Lorente Mur, Françoise Peyrin
2020 — conf
A residual U-Net network with image prior for 3D image denoising.
EUSIPCO
Juan F. P. J. Abascal, Suzanne Bussod, Nicolas Ducros, Salim Si-Mohamed, Philippe Douek, Christine Chappard, Françoise Peyrin
2020 — conf
Convolutional Neural Network for Material Decomposition in Spectral CT Scans.
EUSIPCO
Suzanne Bussod, Juan F. P. J. Abascal, Simon R. Arridge, Andreas Hauptmann, Christine Chappard, Nicolas Ducros, Françoise Peyrin
2020 — conf
Material Decomposition Problem in Spectral CT: A Transfer Deep Learning Approach.
ISBI Workshops
Juan F. P. J. Abascal, Nicolas Ducros, Valeriya Pronina, Suzanne Bussod, Andreas Hauptmann, Simon R. Arridge, Philippe Douek, Françoise Peyrin
2020 — conf
Recurrent Neural Networks for Compressive Video Reconstruction.
ISBI
Antonio Lorente Mur, Françoise Peyrin, Nicolas Ducros
2019 — conf
Human Knee Phantom for Spectral CT: Validation of a Material Decomposition Algorithm.
ISBI
Suzanne Bussod, Juan Felipe Pérez-Juste Abascal, Nicolas Ducros, Cécile Olivier, Salim Si-Mohamed, Philippe Douek, Christine Chappard, Françoise Peyrin
2018 J jnl
A Semi Nonnegative Matrix Factorization Technique for Pattern Generalization in Single-Pixel Imaging.
IEEE Trans. Computational Imaging
Florian Rousset, Françoise Peyrin, Nicolas Ducros
2018 — conf
A constrained Gauss-Newton algorithm for material decomposition in spectral computed tomography.
ISBI
Tom Hohweiller, Nicolas Ducros, Françoise Peyrin, Bruno Sixou
2018 — conf
An ADMM Algorithm for Constrained Material Decomposition in Spectral CT.
EUSIPCO
Tom Hohweiller, Nicolas Ducros, Françoise Peyrin, Bruno Sixou
2017 J jnl
Adaptive Basis Scan by Wavelet Prediction for Single-Pixel Imaging.
IEEE Trans. Computational Imaging
Florian Rousset, Nicolas Ducros, Andrea Farina, Gianluca Valentini, Cosimo D'Andrea, Françoise Peyrin
2016 — conf
Adaptive acquisitions in biomedical optical imaging based on single pixel camera: Comparison with compressive sensing.
ISBI
Florian Rousset, Nicolas Ducros, Andrea Farina, Gianluca Valentini, Cosimo D'Andrea, Françoise Peyrin
2015 — conf
Single pixel camera: An acquisition strategy based on the non-linear wavelet approximation.
EMBC
Florian Rousset, Nicolas Ducros, Cosimo D'Andrea, Françoise Peyrin
2012 — conf
Virtual source patterns for fluorescence tomography.
ISBI
Nicolas Ducros, Andrea Bassi, Cosimo D'Andrea, Gianluca Valentini, Martin Schweiger, Simon R. Arridge
2009 — conf
Time Resolved Fluorescence Diffuse Optical Tomography Using Multi-Resolution Exponential B-Splines.
ISBI
Nicolas Ducros, Anabela Da Silva, Jean-Marc Dinten, Chandra Sekhar Seelamantula, Michael Unser, Françoise Peyrin
2008 — conf
Fluorescence diffuse optical tomography: A simulation-based study comparing time-resolved and continuous wave reconstructions performances.
ISBI
Nicolas Ducros, Anabela Da Silva, Jean-Marc Dinten, Françoise Peyrin