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	<title>Thomas Oberlin</title>
	<link>https://pagespro.isae-supaero.fr/thomas-oberlin/</link>
	
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		<title>Thomas Oberlin</title>
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		<title>Publications</title>
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		<dc:date>2024-05-27T14:03:00Z</dc:date>
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&lt;p&gt;Some of my publications are listed below. A more updated list is available on my Google scholar profile or on the French public archive HAL.&lt;/p&gt;


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&lt;a href="https://pagespro.isae-supaero.fr/thomas-oberlin/" rel="directory"&gt;Thomas Oberlin&lt;/a&gt;


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 <content:encoded>&lt;div class='rss_texte'&gt;&lt;p&gt;Some of my publications are listed below. A more updated list is available on my &lt;a href=&#034;https://scholar.google.com/citations?user=iqotTk4AAAAJ&amp;hl=fr&#034;&gt; Google scholar profile&lt;/a&gt; or on &lt;a href=&#034;https://hal.science/search/index/?q=%2A&amp;rows=30&amp;authIdHal_s=toberlin&amp;sort=publicationDate_tdate+desc&#034;&gt; the French public archive HAL&lt;/a&gt;.&lt;/p&gt;&lt;/div&gt;
		
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		<title>Research</title>
		<link>https://pagespro.isae-supaero.fr/thomas-oberlin/research.html</link>
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		<dc:date>2021-10-21T09:22:02Z</dc:date>
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		<dc:language>fr</dc:language>
		<dc:creator>t.oberlin</dc:creator>



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&lt;p&gt;PhD Students (current) &lt;br class='autobr' /&gt; Etienne Bardet, with Nicolas Dobigeon (Toulouse INP &amp; IRIT) &lt;br class='autobr' /&gt; Victor Sanchez, with Mathieu Fauvel (INRAe &amp; CESBIO) &lt;br class='autobr' /&gt; Adrien Leeman, with Landry Blanc (CNRS &amp; IPBS) &lt;br class='autobr' /&gt; Tanguy Delmond, with Antoine Basset (CNES), Nicolas Dobigeon (Toulouse INP &amp; IRIT), Sylvain Marsat (CNRS &amp; L2IT) &lt;br class='autobr' /&gt; Landry Marquis, with Nicolas Dobigeon (Toulouse INP &amp; IRIT) and Olivier Bern&#233; (CNRS &amp; IRAP) &lt;br class='autobr' /&gt;
PhD Students (alumni) &lt;br class='autobr' /&gt; Ghaith Amin (2023-2026), with Val&#233;rie Demarez (...)&lt;/p&gt;


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&lt;a href="https://pagespro.isae-supaero.fr/thomas-oberlin/" rel="directory"&gt;Thomas Oberlin&lt;/a&gt;


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 <content:encoded>&lt;div class='rss_texte'&gt;&lt;p&gt;&lt;strong&gt;PhD Students (current)&lt;/strong&gt;&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Etienne Bardet, with Nicolas Dobigeon (Toulouse INP &amp; IRIT)&lt;/li&gt;&lt;li&gt; Victor Sanchez, with Mathieu Fauvel (INRAe &amp; CESBIO)&lt;/li&gt;&lt;li&gt; Adrien Leeman, with Landry Blanc (CNRS &amp; IPBS)&lt;/li&gt;&lt;li&gt; Tanguy Delmond, with Antoine Basset (CNES), Nicolas Dobigeon (Toulouse INP &amp; IRIT), Sylvain Marsat (CNRS &amp; L2IT)&lt;/li&gt;&lt;li&gt; Landry Marquis, with Nicolas Dobigeon (Toulouse INP &amp; IRIT) and Olivier Bern&#233; (CNRS &amp; IRAP)&lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;PhD Students (alumni)&lt;/strong&gt;&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Ghaith Amin (2023-2026), with Val&#233;rie Demarez (U. Toulouse &amp; CESBIO), now post-doc at CESBIO, Toulouse&lt;/li&gt;&lt;li&gt;Estelle Chigot (2023-2026), with Dennis Wilson (ISAE) and Manon Huguenin (Airbus), currently looking for a postdoc&lt;/li&gt;&lt;li&gt; Maud Biquard (2022-2025), with Marie Chabert (IRIT), currently looking for a postdoc&lt;/li&gt;&lt;li&gt; Colin Decourt (2020-2023), with Rufin VanRullen (CNRS &amp; CerCo) and Didier Salle (NXP), now AI engineer at Airbus, Toulouse&lt;/li&gt;&lt;li&gt; Pierre-Hugo Vial (2019-2022), with C&#233;dric F&#233;votte (CNRS &amp; IRIT) and Paul Magron (Inria). Now audio engineer at Arturia&lt;/li&gt;&lt;li&gt; Vinicius Alv&#232;s de Oliveira (2018-2022), with Marie Chabert and Charly Poulliat (Toulouse INP &amp; IRIT). Now engineer at NXP&lt;/li&gt;&lt;li&gt; Claire Guilloteau (2018-2021), with Nicolas Dobigeon (Toulouse INP &amp; IRIT) and Olivier Bern&#233; (CNRS &amp; IRAP). Now Associate Professor at ULCO&lt;/li&gt;&lt;li&gt; Etienne Monier (2016-2020), with Nicolas Dobigeon, now image processing engineer at CS Group&lt;/li&gt;&lt;li&gt; Olivier Gouvert (2016-2019), with C&#233;dric F&#233;votte (CNRS &amp; IRIT), now AI/LLM engineer at Linagora, Toulouse&lt;/li&gt;&lt;li&gt; Yanna Cruz Cavalcanti (2016-2018), with Nicolas Dobigeon and Clovis Tauber (Universit&#233; de Tours), now data scientist at McKinsey&lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Projects (current and past)&lt;/strong&gt;&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Representation Learning for Earth Observation (RELEO), ANITI chair with CNES, CESBIO, IRIT, INRAe, IRD, Cerfacs, Thal&#232;s, Magellium, CS group&lt;/li&gt;&lt;li&gt; SAND, 2024-2026, with Airbus D&amp;S and CNES&lt;/li&gt;&lt;li&gt; ANR IMAGIN, 2021-2025, PI Cyril Ruckebusch (Universit&#233; de Lille &amp; LASIR)&lt;/li&gt;&lt;li&gt; DARTS , 2020-2021, with CNES and Noveltis&lt;/li&gt;&lt;li&gt; ANITI chair Fusion-based inference from heterogeneous data, 2019-2023, PI Nicolas Dobigeon&lt;/li&gt;&lt;li&gt; ANR ASCETE, 2019-2023, PI Sylvain Meignen (Grenoble INP &amp; LJK)&lt;/li&gt;&lt;li&gt; ERC FACTORY, 2016-2022, PI C&#233;dric F&#233;votte&lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;PI in projects (past)&lt;/strong&gt;&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Fusion of multiband images (2018-2020, CNES) with Nicolas Dobigeon (IRIT) and St&#233;phane May (CNES)&lt;/li&gt;&lt;li&gt; Denoising hyperspectral images (2016 &#8211; 2017, CNES), with Nicolas Dobigeon and Marie Chabert (IRIT), Gwendoline Blanchet (CNES)&lt;/li&gt;&lt;/ul&gt;&lt;/div&gt;
		
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		<title>Edito</title>
		<link>https://pagespro.isae-supaero.fr/thomas-oberlin/edito.html</link>
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		<dc:date>2020-09-18T08:19:18Z</dc:date>
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		<dc:language>fr</dc:language>
		<dc:creator>c.morzadec</dc:creator>



		<description>&lt;p&gt;Home Thomas Oberlin&lt;/p&gt;

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&lt;a href="https://pagespro.isae-supaero.fr/thomas-oberlin/" rel="directory"&gt;Thomas Oberlin&lt;/a&gt;


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 <content:encoded>&lt;div class='rss_texte'&gt;&lt;p&gt;I am a Professor of Image Processing and Machine Learning.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;News&lt;/strong&gt;&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; July 2026 : &lt;a href=&#034;https://www.ins2i.cnrs.fr/fr/cnrsinfo/la-resolution-du-telescope-james-webb-amelioree-grace-la-fusion-de-donnees&#034; class='spip_out' rel='external'&gt;Landry Marquis's publication on JWST image fusion&lt;/a&gt;&lt;/li&gt;&lt;li&gt; June 2026 : Maud Biquard was awarded an accessit (2nd prize) at &lt;a href=&#034;https://gretsi.fr/prix-de-these2026/&#034; class='spip_out' rel='external'&gt;prix de th&#232;se GDR IASIS / GRETSI&lt;/a&gt;&lt;/li&gt;&lt;li&gt; April 2026 : Invited talk at &lt;a href=&#034;https://daoism2026.sciencesconf.org/&#034; class='spip_out' rel='external'&gt;DAOISM 2026&lt;/a&gt;&lt;/li&gt;&lt;li&gt; February 2026 : Invited talk at &lt;a href=&#034;https://chemom2026.sciencesconf.org/&#034; class='spip_out' rel='external'&gt;Chimiometrie 2026&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Main responsabilities (current and past)&lt;/strong&gt;&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Since 2024 : Head of the &lt;a href=&#034;https://www.isae-supaero.fr/en/complex-systems-engineering-department-disc/learning-decision-optimization-ado-scientific-group/&#034; class='spip_out' rel='external'&gt;ADO research group&lt;/a&gt;&lt;/li&gt;&lt;li&gt; 2022 &#8212; 2026 : Associate Editor, &lt;a href=&#034;https://signalprocessingsociety.org/publications-resources/ieee-transactions-signal-processing&#034; class='spip_out' rel='external'&gt;IEEE Transactions on Signal Processing&lt;/a&gt;&lt;/li&gt;&lt;li&gt; 2019 &#8212; 2023 : Member of the national university council (CNU, section 61)&lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Research interests&lt;/strong&gt;&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Representation learning, regularization with deep neural networks&lt;/li&gt;&lt;li&gt; Multivariate image processing (aka hyperspectral / spectral imaging)&lt;/li&gt;&lt;li&gt; Latent factor models : unmixing, NMF, deep generative models&lt;/li&gt;&lt;li&gt; Time-frequency representations&lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Teaching&lt;/strong&gt;&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Introduction to image processing (ISAE-SUPAERO, SiSy)&lt;/li&gt;&lt;li&gt; Machine learning for image processing (ISAE-SUPAERO, SiSy)&lt;/li&gt;&lt;li&gt; Big data and machine learning (ISAE-SUPAERO, OTSU)&lt;/li&gt;&lt;li&gt; Image and computer vision for data scientists (ISAE-SUPAERO, SDD)&lt;/li&gt;&lt;li&gt; Real analysis for engineers : integration and harmonic analysis (ENSEEIHT 1A and ISAE-SUPAERO 1A)&lt;/li&gt;&lt;li&gt; Introduction to data science and image analysis (ISAE-SUPAERO, FISA)&lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Vita &lt;/strong&gt;&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; 2022 : Professor, ISAE-SUPAERO&lt;/li&gt;&lt;li&gt; 2021 : HDR from Toulouse INP (HDR is a French degree required to lead research and become a full Professor)&lt;/li&gt;&lt;li&gt; 2019-2021 : Associate Professor, ISAE-SUPAERO&lt;/li&gt;&lt;li&gt; 2014-2019 : Assistant Professor, ENSEEIHT, Toulouse INP&lt;/li&gt;&lt;li&gt; 2014 : Post-doctoral researcher, INRIA&lt;/li&gt;&lt;li&gt; 2013 : PhD in applied mathematics and signal processing, Univ. Grenoble Alpes&lt;/li&gt;&lt;li&gt; 2010 : MSc in applied mathematics, Univ. Grenoble Alpes. Engineer's degree ENSIMAG, Grenoble INP&lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Contact&lt;/strong&gt;&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; email : firstname.lastname at isae-supaero.fr&lt;/li&gt;&lt;li&gt; tel : +33 5 61 33 89 37&lt;/li&gt;&lt;li&gt; to find me :&lt;br class='autobr' /&gt;
Institut Sup&#233;rieur de l'A&#233;ronautique et de l'Espace&lt;br class='autobr' /&gt;
D&#233;partement DISC, Office 07.0105&lt;br class='autobr' /&gt;
10 avenue Marc P&#233;legrin - BP 54 032&lt;br class='autobr' /&gt;
31 055 Toulouse Cedex 4&lt;br class='autobr' /&gt;
France&lt;/li&gt;&lt;/ul&gt;&lt;/div&gt;
		
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