Luc Vedrenne
IMAGeS team
I’m a PhD student working on biomedical imaging processing through deep learning. Currenctly working on 3D point clouds registration.
ICube lab
About
I’m a PhD student working on the IMAGeS team of the ICube lab in Strasbourg, France.
Prior to that, I graduated from the IMT Atlantique engineer school, with a strong emphasis in computer sciences and applied mathematics.
Here are a few fields I've been working on recently:- Optimal transport
- Differential geometry
- Point cloud processing
- Registration algorithm
Experience
Currently doing my thesis on multiviews registration of higly degraded point clouds. Applied to Single Particle Localization Microscopy (SMLM).
I did my master thesis in the same laboratory. I worked on particle picking, that is the detection of isolated particles on fluorescent microscopy.
The aim of the project was to develop a deep learning pipeline in a weakly supervised setup.
I worked for a young startup on the development of a multi organs cancer detection framework on PET-SCAN images using supervised deep learning algorithms.
Research
2024
Optimizing failure mode analysis of dental restorative materials: balancing efficiency and accuracy
International Symposium on Biomedical Imaging (ISBI)
2024
Particle detection based on few shot learning in 3D fluorescence microscopy
International Symposium on Biomedical Imaging (ISBI)
2023
Fast and interpretable unsupervised domain adaptation for FIB-SEM cell segmentation
International Symposium on Biomedical Imaging (ISBI)
Get in Touch
My inbox is always open. Whether you have a question or just want to say hi, I’ll try my best to get back to you!