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