- 19
- 13
- 8
- 6
- 3
- 3
- 2
- 1
- 1
- 1
- 1
- 1
Nicolas Ducros
59
Documents
Présentation
I received an MSc in Electrical Engineering and an MSc in Biomedical Engineering, both from Strasbourg University, France, in 2006. I obtained my PhD in Electrical Engineering from Lyon University, in 2009, with a thesis on time-resolved fluorescence molecular tomography, which won the Best Thesis Award of the French Section of the IEEE EMBS. From 2009 to 2012, I held a Postdoctoral Fellowship in the Department of Physics of the Politecnico Milan in Italy, where I worked on structured light for diffuse optics. In 2013, I joined the Micro Technologies for Biology and Healthcare Division at CEA Grenoble, France, working on spectral X-ray non-destructive testing. Since 2014, I have been an Associate Professor in the Electrical Engineering Department of Lyon University and with the Biomedical Imaging Laboratory [CREATIS](https://www.creatis.insa-lyon.fr/site7/en).
My research interests include medical imaging, signal and image processing, and inverse problems, with particular emphasis on single-pixel imaging and spectral computed tomography.
More details on my [website](https://www.creatis.insa-lyon.fr/~ducros/WebPage/index.html)
Publications
- 59
- 13
- 13
- 11
- 11
- 9
- 9
- 7
- 7
- 7
- 5
- 5
- 5
- 4
- 4
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 2
- 2
- 2
- 2
- 2
- 2
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 2
- 5
- 4
- 1
- 6
- 18
- 5
- 4
- 1
- 1
- 6
- 3
- 2
- 3
- 3
- 2
- 2
- 2
- 1
- 1
- 1
|
|
Deep learning methods for virtual monoenergetic imaging from spectral CT2023
Pré-publication, Document de travail
hal-04346653v1
|
|
|
A Radon-based criterion for the energy resolution of photon counting x-ray detectors2016
Pré-publication, Document de travail
hal-01288184v1
|
A fast computational approach for high spectral resolution imagingUnconventional Optical Imaging III, Apr 2022, Strasbourg, France. pp.27, ⟨10.1117/12.2620695⟩
Communication dans un congrès
hal-03923472v1
|
|
|
|
Deep expectation-maximization for image reconstruction from under-sampled Poisson data2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Apr 2021, Nice, France. pp.1535-1539, ⟨10.1109/ISBI48211.2021.9433805⟩
Communication dans un congrès
hal-02944869v2
|
|
|
A residual U-Net network with image prior for 3D image denoising28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287607⟩
Communication dans un congrès
hal-02500664v1
|
|
|
Material decomposition problem in spectral CT: a transfer deep learning approach2020 IEEE 17th International Symposium on Biomedical Imaging Workshops, Apr 2020, Iowa City, United States. ⟨10.1109/ISBIWorkshops50223.2020.9153440⟩
Communication dans un congrès
hal-02587658v1
|
|
|
Deep neural networks for single-pixel compressive video reconstructionUnconventional Optical Imaging II, Apr 2020, Online Only, France. pp.27, ⟨10.1117/12.2553326⟩
Communication dans un congrès
hal-02547800v1
|
|
|
Recurrent Neural Networks for Compressive Video Reconstruction2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), Apr 2020, Iowa City, United States. pp.1651-1654, ⟨10.1109/ISBI45749.2020.9098327⟩
Communication dans un congrès
hal-02342749v2
|
|
|
A Completion Network for Reconstruction from Compressed Acquisition2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), Apr 2020, Iowa City, United States. pp.619-623, ⟨10.1109/ISBI45749.2020.9098390⟩
Communication dans un congrès
hal-02342766v2
|
Human Knee Phantom for Spectral CT: Validation of a Material Decomposition AlgorithmISBI IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy
Communication dans un congrès
hal-02068517v1
|
|
|
|
An ADMM Algorithm for Constrained Material Decomposition in Spectral CTEUSIPCO, Sep 2018, Rome, Italy
Communication dans un congrès
hal-01909643v1
|
Généralisation de motifs pour l’imagerie computationnelleJournées Imagerie Optique Non Conventionnelle - 13 ème édition, 2018, Paris, France
Communication dans un congrès
hal-01925899v1
|
|
|
|
A Constrained Gauss-Newton Algorithm for Material Decomposition in Spectral Computed TomographyISBI 2018 IEEE International Symposium on Biomedical Imaging, IEEE, Apr 2018, Washington, United States. ⟨10.1109/ISBI.2018.8363587⟩
Communication dans un congrès
hal-01825613v1
|
FLUORESCENCE LIFETIME IMAGING USING A MULTISPECTRAL TIMERESOLVED WAVELET-BASED SINGLE PIXEL IMAGING SYSTEMRecherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France
Communication dans un congrès
hal-01505228v1
|
|
Prise en compte de contraintes expérimentales dans la conception de motifs pour caméra mono-pixelJournées Co-conception du Gdr ISIS, 2017, Paris, France
Communication dans un congrès
hal-01925902v1
|
|
|
|
Décomposition en base de matériau en imagerie x spectrale: utilisation de la distance de Kullback-LeiblerRecherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France
Communication dans un congrès
hal-01505225v1
|
Acquisitions adaptatives multispectrales et résolues en temps par une caméra mono-pixelJournées Imagerie Optique Non Conventionnelle - 12 ème édition, 2017, Paris, France
Communication dans un congrès
hal-01925904v1
|
|
Time-resolved wavelet- based acquisitions using a single pixel cameraSPIE Photonics West – BIOS 2017, Jan 2017, San Francisco, United States. in press
Communication dans un congrès
hal-01466185v1
|
|
|
|
A Kullback-Leibler approach for 3D reconstruction of spectral CT data corrupted by Poisson noiseSPIE: Optics + Photonics, Aug 2017, San Diego, United States
Communication dans un congrès
hal-01557381v2
|
Imagerie X spectrale: décomposition en base de matériaux par calibration polynomialeRecherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France
Communication dans un congrès
hal-01504949v1
|
|
|
|
Sparse reconstruction methods in x-ray CTDevelopments in X-Ray Tomography XI, Aug 2017, San Diego, United States. ⟨10.1117/12.2272711⟩
Communication dans un congrès
hal-01737088v1
|
Plateforme didactique mutualisée de travaux pratiques en instrumentation et imagerie biomédicale12ème édition du colloque du Club EEA consacré à l'Enseignement des Technologies de l'Information et des Systèmes - CETSIS 2017, May 2017, Le Mans, France
Communication dans un congrès
hal-01598498v1
|
|
|
|
Non-linear regularized decomposition of spectral x-ray projection imagesThe 4th International Conference on Image Formation in X-Ray Computed Tomography, Jul 2016, Bamberg, Germany
Communication dans un congrès
hal-01437463v1
|
|
|
Adaptive Acquisitions In Biomedical Optical Imaging Based on Single pixel Camera: Comparison With Compressive SensingInternational Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2016), Apr 2016, Prague, Czech Republic
Communication dans un congrès
hal-01288056v1
|
Acquisition adaptative pour single-pixel caméra : comparaison avec l’acquisition compriméeJournées Imagerie Optique Non Conventionnelle - 11 ème édition, Mar 2016, Paris, France
Communication dans un congrès
hal-01482575v1
|
|
Acquisition adaptative pour single-pixel caméra : comparaison avec l’acquisition compriméeJournées Imagerie Optique Non Conventionnelle - 11 ème édition, Mar 2016, Paris, France
Communication dans un congrès
hal-01484075v1
|
|
Single-pixel camera : stratégie d'acquisition non linéaire basée sur les ondelettesJournées Imagerie Optique Non Conventionnelle - 10 ème édition, 2015, Paris, France
Communication dans un congrès
hal-01925912v1
|
|
|
|
Single pixel camera: an acquisition strategy based on the non-linear wavelet approximationEMBC 2015, Aug 2015, Milan, Italy
Communication dans un congrès
hal-01217883v1
|
|
|
A simulation framework for spectral X-Ray imaging : application to the quantification of iodine in a thorax phantomJournées RITS 2015, Mar 2015, Dourdan, France. pp 148-149
Communication dans un congrès
inserm-01155017v1
|
|
|
A wavelet-based non-linear acquisition strategy for single pixel camera acquisitionsJournées RITS 2015, Mar 2015, Dourdan, France. pp 144-145
Communication dans un congrès
inserm-01155016v1
|
Transformée en ondelettes pour la tomographique diffusive de fluorescence résolue en tempsSeptième colloque OPTDIAG DIAGNOSTIC ET IMAGERIE OPTIQUES EN MEDECINE, May 2009, paris, France
Communication dans un congrès
hal-00413258v1
|
|
Impact of the Measurement Model Deviations on Fluorescence Diffuse Optical TomographyEuropean Conferences On Biomedical Optics (ECBO), Jun 2009, munich, Germany. pp.73690T
Communication dans un congrès
hal-00413251v1
|
|
Tomographie optique diffuse de fluorescence : apport d'une transformation en ondelettes des mesures temporellesème édition des Journées «Imagerie optique non conventionnelle », Mar 2009, paris, France
Communication dans un congrès
hal-00413257v1
|
|
ime resolved fluorescence diffuse optical tomography using multi-resolution exponential B-splines6th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Jun 2009, boston, United States. pp.157-160
Communication dans un congrès
hal-00413256v1
|
|
Fluorescence diffuse optical tomography: A simulation-based study comparing time-resolved and continuous wave reconstructions performances2008 5th IEEE International Symposium on Biomedical Imaging (ISBI 2008), May 2008, Paris, France. ⟨10.1109/ISBI.2008.4541014⟩
Communication dans un congrès
hal-01925833v1
|
|
Continuous Wave and Time-Resolved Fluorescence Diffuse Optical Tomography: Comparison for different Lifetimes and Optical PropertiesBiomedical Optics, 2008, St. Petersburg, United States. ⟨10.1364/BIOMED.2008.BMD25⟩
Communication dans un congrès
hal-01925832v1
|
|
A simulation-based study of reconstruction in Time-resolved Fluorescence Diffuse Optical Tomography in Cylindrical geometry2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. ⟨10.1109/IEMBS.2007.4352871⟩
Communication dans un congrès
hal-01925834v1
|
|
Tomographie de Fluorescence Résolue en Temps en géométrie CylindriqueSeptième colloque OPTDIAG DIAGNOSTIC ET IMAGERIE OPTIQUES EN MEDECINE, 2007, paris, France
Communication dans un congrès
hal-01925918v1
|
Décomposition en base de matériaux à partir de données issues du scanner spectral PIXSCAN-FLI2ème congrès national d'imagerie du vivant CNIV 2017, Nov 2017, Paris, France. 2017
Poster de conférence
hal-01744888v1
|
|
Material decomposition using the PIXSCAN-FLI spectral micro-CTIEEE NSS MIC RTSD 2017 Conference, Oct 2017, Atlanta, United States. pp.#2987, 2017
Poster de conférence
hal-01743323v1
|
|
Technique de factorisation en matrices semi non-négatives pour acquisition d’images par caméra mono-pixelXXVIème colloque Gretsi 2017, Sep 2017, Juan-Les-Pins, France. 2017
Poster de conférence
hal-01598065v1
|
|
Nonlinear material decomposition using a regularized iterative scheme based on the Bregman distanceIMA Conference on Inverse Problems from Theory to Application, Sep 2017, Cambridge, United Kingdom. 2017
Poster de conférence
hal-01745711v1
|
|
NONLINEAR MATERIAL DECOMPOSITION FOR X-RAY SPECTRAL IMAGING USING A BREGMAN ITERATIVE APPROACHRecherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France
Poster de conférence
hal-01505326v1
|
|
Acquisitions adaptatives multispectrales et résolues en temps par une caméra mono-pixelJournées Imagerie Optique Non Conventionnelle - 12ème édition, Mar 2017, Paris, France. 2017
Poster de conférence
hal-01598415v1
|