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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 am currently working as a postdoc at [Aalto University][aalto] in [Jorma Laaksonen][jorma]'s group on the [ARTISDIG project][artisdig]. I am focusing on LiDAR data and hyperspectral imaging to study the biodiversity of boreal forests.
By the past years, 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.
[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/ [aalto]: https://www.aalto.fi/en/department-of-computer-science [jorma]: https://www.aalto.fi/en/people/jorma-laaksonen [artisdig]: https://sensillence.github.io/ARTISDIG/