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<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<html><!--<![endif]--><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
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<title>Oriel Frigo</title>
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<h1>Oriel Frigo</h1>
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<img class="oriel" src="img/oriel.jpg" />
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<p>Hi, welcome!</p>
<p>I am currently working as a Senior Machine Learning Researcher at <a href="https://metaphysic.ai/">Metaphysic</a>, where we apply AI and generative models to <a href="https://metaphysic.ai/ai-hollywood-miramax-here/">cinema post-production</a>. </p>
<p>Between 2019 and 2022, I have worked on R&D in the field of AI / machine learning at <a href="http://anotherbrain.ai">AnotherBrain</a> (Paris).</p><p> In 2018 I was working with neuromorphic / event-based computer vision R&D at <a href="http://prophesee.ai">Prophesee</a> (Paris). In 2017 I did a postdoc at <a href="http://www.inria.fr">INRIA</a> Rennes, working with Christine Guillemot on Light field editing. Between 2013 and 2016 I was a PhD student, working on “Example guided video editing”, within a thesis agreement between <a href="https://u-paris.fr/en/">Paris Descartes University</a> (supervised by Julie Delon) and Technicolor (supervised by Pierre Hellier and Neus Sabater).</p>
<p>In July 2013, I completed the Master program "Color in Informatics and Media Technology" (CIMET). During this period, I have studied at <a href="https://www.univ-st-etienne.fr/fr/index.html">Jean Monnet University</a> (Saint-Etienne, France) and <a href="https://www.uef.fi/en">University of Eastern Finland</a> (Joensuu, Finland). My master thesis internship took place at <a href="https://www.technicolor.com/">Technicolor</a>, on the topic of “Example guided color transfer”.</p>
<p>In 2010 I received the BSc degree in Computer Science from the University of the <a href="https://www.udesc.br/international">State of Santa Catarina</a> (Brazil), with a dissertation entitled " Automatic Classification of Engravings Based on Texture Analysis and Self-organizing Maps ".
</p>
<p>My research interests include computer vision, machine learning, deep learning, color science and computational photography.</p>
<p>Contact: oriel <i>dot</i> frigo <i>at</i> gmail <i>dot</i> com</p>
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<h4>Journal papers:</h4>
<ul>
<li>O. Frigo, J. Delon, N. Sabater, P. Hellier, <i>Video Style Transfer by Consistent Adaptive Patch Sampling</i>. The Visual Computer, 2018. [<a href="pdf/frigo_video_style_tvc.pdf">pdf</a>] [<a href="video_style_transfer.html">site</a>]</li>
<li>O. Frigo, J. Delon, N. Sabater, P. Hellier, <i>Motion Driven Tonal Stabilization</i>, IEEE Transactions on Image Processing, 2016. [<a href="pdf/frigo_tonal_stabilization_TIP_revision.pdf">pdf</a>] [<a href="tonal_stabilization.html">site</a>]</li>
</ul>
<h4>Conference papers:</h4>
<ul>
<li>O.Frigo, L. Martin-Gaffe, C. Wacongne <i>DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-color Semantic Segmentation</i>, CVPR Workshops, 2022. [<a href="https://openaccess.thecvf.com/content/CVPR2022W/V4AS/papers/Frigo_DooDLeNet_Double_DeepLab_Enhanced_Feature_Fusion_for_Thermal-Color_Semantic_Segmentation_CVPRW_2022_paper.pdf">pdf</a>] </li>
<li> D. Dehaene*, O. Frigo*, S. Combrexelle, P. Eline (* = equal contrib.) <i>Iterative energy-based projection on a normal data manifold for anomaly localization</i>, ICLR, 2020. [<a href="https://openreview.net/pdf?id=HJx81ySKwr">pdf</a>] [<a href="https://openreview.net/forum?id=HJx81ySKwr">site (OpenReview)</a>]</li>
<li>O. Frigo, C. Guillemot, <i>Epipolar Plane Diffusion: An efficient approach for Light Field Editing</i>, BMVC, 2017. [<a href="pdf/frigo_bmvc2017.pdf">pdf</a>] [<a href="epipolar_plane_diffusion.html">site</a>]</li>
<li>O. Frigo, J. Delon, N. Sabater, P. Hellier, <i>Split and Match: Example-based Adaptive Patch Sampling for Unsupervised Style Transfer</i>, CVPR, 2016. [<a href="pdf/frigo_cvpr2016_cameraready.pdf">pdf</a>] [<a href="style_transfer.html">site</a>]</li>
<li>O. Frigo, N. Sabater, J. Delon, P. Hellier, <i>Motion Driven Tonal Stabilization</i>, ICIP, 2015. [<a href="pdf/frigo_icip15_v3.pdf">pdf</a>] [<a href="tonal_stabilization.html">site</a>]</li>
<li>O. Frigo, N. Sabater, J. Delon, P. Hellier, <i>Stabilization tonale de video</i>, GRETSI, 2015. [<a href="pdf/frigo_gretsi2015.pdf">pdf</a>] [<a href="tonal_stabilization.html">site</a>]</li>
<li>O. Frigo, N. Sabater, V. Demoulin, P. Hellier, <i>Optimal Transportation for Example-Guided Color Transfer</i>, ACCV, 2014. [<a href="pdf/Frigo2014-Color_transfer.pdf">pdf</a>] [<a href="color_transfer.html">site</a>]</li>
<li>P.-A. Bokaris, O. Frigo, A. Chen, I. Ciortan, A. Pelegrina, <i>Basic and Advanced Colorimetry Methods for Displaying Microscope Image Appearance</i>, In Proc. 12th International AIC Congress, 2013.</li>
<li>O. Frigo, A. G. Silva, A. Nied . <i>Classificação Automática de Gravuras Baseada em Análise de Texturas e Mapas Auto-Organizáveis</i>. III Workshop on Computational Intelligence (WCI), 2010. p. 446-451. (in portuguese)</li>
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<h4>Preprints:</h4>
<ul>
<li>R. Brossard, O. Frigo, D. Dehaene, <i>Graph convolutions that can finally model local structure</i>. ArXiv, 2020. [<a href="https://arxiv.org/pdf/2011.15069">pdf</a>] </li>
</ul>
<h4>PhD Thesis:</h4>
<ul><li>O. Frigo, <i>Example-guided Video Editing</i>. Paris Descartes University, 2016. [<a href="pdf/frigo2016_thesis.pdf">pdf</a>]</li></ul>
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