Nicolas Ducros
Maitre De Conférence at INSA de Lyon - Institut national des Sciences appliquées de Lyon
Lyon, Auvergne-Rhône-Alpes, France
Summary
👤
Senior🎓
Top SchoolNicolas Ducros is an assistant professor and researcher with eight years of experience specializing in signal and image processing applied to optics and X-ray modalities, particularly inverse problems such as single-pixel camera, spectral CT and diffuse optical tomography. Based at INSA de Lyon, he combines academic leadership with hands-on instrument development and algorithm design, having built fast reconstruction algorithms and next-generation optical tomographs during postdoctoral work. His background spans interdisciplinary collaborations across Europe's top labs (Politecnico di Milano, UCL, EPFL) and applied industry research at CEA-Léti on X-ray inspection for composite aeronautical parts. Fluent in numerical methods for ill-posed inverse problems—finite elements, nonlinear inversion and structured illumination—he brings both theoretical depth and practical measurement-system experience (DMD, CCD, LabVIEW). A less obvious strength is his track record of translating advanced temporal and spectral information into tangible imaging improvements, bridging physics, computation and instrument engineering.
8 years of coding experience
Master, photonique, automatique, robotique et images (PARI), Master, photonique, automatique, robotique et images (PARI) at Université Louis Pasteur (Strasbourg I)Doctorat, école doctorale électronique, électrotechnique et automatique (EEA), Doctorat, école doctorale électronique, électrotechnique et automatique (EEA) at Université Claude Bernard (Lyon I)Ingénieur, Physique, Ingénieur, Physique at Ecole nationale supérieure de physique de Strasbourg
French, Italian, English, Spanish
Github Skills (17)
image-reconstruction10
notebook10
imaging10
denoising10
medical-imaging10
pypi10
matlab9
super-resolution9
python9
deep-learning9
microscopy9
mri9
dmd8
diffusion-models8
tomography8
Programming languages (3)
Github contributions (5)
nducros/SPIRIT
Dec 2017 - Apr 2020
This repository contains Matlab scripts and functions for single-pixel imaging
Contributions:1 release, 38 commits, 6 pushes in 2 years 4 months
imagingmatlabsingle-pixel-cameracomputational-imagingimage-reconstruction
openspyrit/spyrit-examples
Mar 2021 - Jan 2023
SPYRIT examples including tutorials and research contributions
Contributions:13 reviews, 151 commits, 38 PRs in 1 year 10 months
notebookspyritresearch-paperimage-reconstruction
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