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| about | bio | / | Researcher in computer vision, machine learning and remote sensing, Ph.D. |
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Hi, my name is Florent. My main research interests are images and 3D data processing applied to earth observation.
I worked in R&D at [L'Avion Jaune][aj]. Among many other things, I have worked with multispectral imagery, from image registration to agricultural parcel delineation using computer vision and deep learning on a very large scale! Before that, I had the chance to work as a postdoc on the [SIXP][sixp] project. I have worked on plant species and very high resolution multispectral imagery with semantic segmentation on a very a fine scale! Earlier, I did my [Ph.D. thesis][thesis] in [LETG Rennes][letg], [IRISA's OBELIX team][obelix] and [Tellus Environment][tellus]. The topic was to propose new and efficient ways of processing 3D point clouds from LiDAR data, using morphological hierarchies and machine learning.
Here, you can access my publications, find some of my projects, and check my code on Github or my personal repositories.
[thesis]: assets/pdf/Guiotte - 2021 - 2D3D discretization of Lidar point clouds Proces.pdf [obelix]: http://www-obelix.irisa.fr/ [tellus]: https://tellus-environment.com/ [letg]: https://letg.cnrs.fr/ [aj]: https://lavionjaune.com/ [sixp]: https://sixp.inria.fr/