Nicolas Ducros

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 15

Top Topics

Computed Tomography

Nonnegative Matrix

Image Reconstruction

Top Venues

IEEE Trans. Computational Imaging

Publications

Hang Jung Ling, Olivier Bernard, Nicolas Ducros, Damien Garcia
Phase Unwrapping of Color Doppler Echocardiography using Deep Learning. CoRR (2023)
Antonio Lorente Mur, Françoise Peyrin, Nicolas Ducros
Deep Expectation-Maximization for Single-Pixel Image Reconstruction With Signal-Dependent Noise. IEEE Trans. Computational Imaging 8 (2022)
Antonio Lorente Mur, Paul Bataille, Françoise Peyrin, Nicolas Ducros
Deep Expectation-Maximization For Image Reconstruction From Under-Sampled Poisson Data. ISBI (2021)
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
Material Decomposition in Spectral CT Using Deep Learning: A Sim2Real Transfer Approach. IEEE Access 9 (2021)
Juan F. P. J. Abascal, Suzanne Bussod, Nicolas Ducros, S. Si-Mohamed, Philippe Douek, Christine Chappard, Françoise Peyrin
A residual U-Net network with image prior for 3D image denoising. EUSIPCO (2020)
Antonio Lorente Mur, Françoise Peyrin, Nicolas Ducros
Recurrent Neural Networks for Compressive Video Reconstruction. ISBI (2020)
Suzanne Bussod, Juan F. P. J. Abascal, Simon R. Arridge, Andreas Hauptmann, Christine Chappard, Nicolas Ducros, Françoise Peyrin
Convolutional Neural Network for Material Decomposition in Spectral CT Scans. EUSIPCO (2020)
Nicolas Ducros, Antonio Lorente Mur, Françoise Peyrin
A Completion Network for Reconstruction from Compressed Acquisition. ISBI (2020)
Juan F. P. J. Abascal, Nicolas Ducros, Valeriya Pronina, Suzanne Bussod, Andreas Hauptmann, Simon R. Arridge, Philippe Douek, Françoise Peyrin
Material Decomposition Problem in Spectral CT: A Transfer Deep Learning Approach. ISBI Workshops (2020)
Suzanne Bussod, Juan Felipe Pérez-Juste Abascal, Nicolas Ducros, Cécile Olivier, Salim Si-Mohamed, Philippe Douek, Christine Chappard, Françoise Peyrin
Human Knee Phantom for Spectral CT: Validation of a Material Decomposition Algorithm. ISBI (2019)
Florian Rousset, Françoise Peyrin, Nicolas Ducros
A Semi Nonnegative Matrix Factorization Technique for Pattern Generalization in Single-Pixel Imaging. IEEE Trans. Computational Imaging 4 (2) (2018)
Tom Hohweiller, Nicolas Ducros, Françoise Peyrin, Bruno Sixou
An ADMM Algorithm for Constrained Material Decomposition in Spectral CT. EUSIPCO (2018)
Tom Hohweiller, Nicolas Ducros, Françoise Peyrin, Bruno Sixou
A constrained Gauss-Newton algorithm for material decomposition in spectral computed tomography. ISBI (2018)
Florian Rousset, Nicolas Ducros, Andrea Farina, Gianluca Valentini, Cosimo D'Andrea, Françoise Peyrin
Adaptive Basis Scan by Wavelet Prediction for Single-Pixel Imaging. IEEE Trans. Computational Imaging 3 (1) (2017)
Florian Rousset, Nicolas Ducros, Andrea Farina, Gianluca Valentini, Cosimo D'Andrea, Françoise Peyrin
Adaptive acquisitions in biomedical optical imaging based on single pixel camera: Comparison with compressive sensing. ISBI (2016)
Florian Rousset, Nicolas Ducros, Cosimo D'Andrea, Françoise Peyrin
Single pixel camera: An acquisition strategy based on the non-linear wavelet approximation. EMBC (2015)
Nicolas Ducros, Andrea Bassi, Cosimo D'Andrea, Gianluca Valentini, Martin Schweiger, Simon R. Arridge
Virtual source patterns for fluorescence tomography. ISBI (2012)
Nicolas Ducros, Anabela da Silva, Jean-Marc Dinten, Chandra Sekhar Seelamantula, Michael Unser, Françoise Peyrin
Time Resolved Fluorescence Diffuse Optical Tomography Using Multi-Resolution Exponential B-Splines. ISBI (2009)
Nicolas Ducros, Anabela da Silva, Jean-Marc Dinten, Françoise Peyrin
Fluorescence diffuse optical tomography: A simulation-based study comparing time-resolved and continuous wave reconstructions performances. ISBI (2008)