Yohann PERRON

PhD Student

Imagine (LIGM, ENPC) ·EFEO

I am a PhD student at Imagine(LIGM), ENPC and EFEO working under the supervision of Loïc Landrieu, Vladyslav Sydorov and Christophe Pottier.

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Yohann PERRON

Geospatial AI for Environmental and Archaeological Mapping

I work on Computer Vision applied to geospatial data and in particular with aerial LiDAR imaging. My current project consists in automating the archaeological mapping of ancient Khmer temples and settlements from aerial LiDAR using state-of-the-art Computer Vision techniques.

Angkor Wat Temple: left lidar point cloud, center heightmap, right target mapping
Angkor Wat Temple: left lidar point cloud, center heightmap, right target mapping

Publications

PhD
Other publications

Experience

Education

  1. PhD — Computer Vision applied to archaeology

    Oct 2023 - present

    EFEO & ENPC

    Thesis on Archaeological Mapping in Southeast Asia from Airborne LiDAR data with Machine Learning

  2. Master MVA

    Oct 2022 - Sep 2023

    Université Paris Saclay

    Deep Learning and NLP, Large Scale Optimisation, Optimal Transport

  3. Ingénieur Polytechnicien

    Aug 2019 - Sep 2023

    École Polytechnique — Institut Polytechnique de Paris

    Statistics and Machine Learning, Deep Learning, Computer Vision, Optimisation and Control Theory