{"id":4145,"date":"2020-09-10T16:38:38","date_gmt":"2020-09-10T14:38:38","guid":{"rendered":"https:\/\/www.kayrros.com\/?p=4145"},"modified":"2026-03-20T15:52:52","modified_gmt":"2026-03-20T14:52:52","slug":"inside-kayrros-leadership-series-jean-michel-morel-global-leader-in-the-field-of-scientific-image-processing-on-the-digital-darkroom-of-satellite-imagery","status":"publish","type":"post","link":"https:\/\/www.kayrros.com\/fr\/inside-kayrros-leadership-series-jean-michel-morel-global-leader-in-the-field-of-scientific-image-processing-on-the-digital-darkroom-of-satellite-imagery\/","title":{"rendered":"Inside Kayrros Leadership Series: Jean-Michel Morel, global leader in the field of scientific image processing, on the digital darkroom of satellite imagery"},"content":{"rendered":"

Where scientific calculation, AI and reverse engineering process satellite images<\/strong><\/p>\n

 <\/p>\n

\u201cAut Caesar, aut nihil! Be Caesar or be nothing! This is a space in which one has to be big.\u201d This is how Jean-Michel Morel, mathematician and expert in image processing at France\u2019s National Center of Scientific Research (CNRS), sees Kayrros.<\/p>\n

Jean-Michel has been involved with Kayrros since it was just an idea, working with founders Antoine Rostand and Jean-Michel Lasry to determine whether the mass processing of satellite images would even be feasible at the scale that they envisioned. Now, he works as a scientific advisor to Kayrros, driving the vision of the company\u2019s processing systems and bringing any questions straight into the lab for answers.<\/p>\n

Satellite image processing requires a combination of scientific calculation and major computing power to autonomously extract targeted insights. In the space between the click of a camera and the interpretation of the image, scientific algorithms explore the intricacies of the image down to each pixel, extracting the cues that a human can use to derive insight.<\/p>\n

\u201cSatellite imagery processing is one of the biggest scientific observation tools in the world. Clusters of satellites carry all sorts of cameras that see not only what is visible, but can also see many things that our eye cannot catch,\u201d Jean-Michel explained.<\/p>\n

Kayrros uses satellite imaging sensors to detect methane in the air, take measurements of metal structures on the ground or detect heat coming from industrial plants, to name just a few examples. But the challenge is knowing what to make of this data. This is where tailored but automatic processing systems come in, by examining more images than is humanly possible.<\/p>\n

Jean-Michel Morel\u2019s science lab is the digital darkroom of satellite imaging, the middle point between raw imagery and meaningful data where images are treated by mathematics and algorithms en masse. But here, the treatment is not lighting or contrast; it\u2019s reverse engineering and programming.<\/p>\n

\u201cIn the darkroom you improve the contrast, reveal more details, make it brighter and remove noise from the imagery. For us, it\u2019s algorithms and mathematics. We can do much more than what we could do in a darkroom, because the fact that the images are digital means that we can reverse engineer them to really understand them, bit by bit. We can exploit everything in the image. It\u2019s automatic, it\u2019s accurate, and it\u2019s on a massive scale,\u201d Jean-Michel explained.<\/p>\n

[blog_cta]<\/p>\n

After earning a PhD in Mathematical Sciences from the Universit\u00e9 de Paris 6, a passion for the fusion of mathematics and imagery drove Jean-Michel Morel\u2019s career in France\u2019s top scientific research institutions\u2014notably at Universit\u00e9 Paris-Dauphine and Ecole Normale Sup\u00e9rieure Paris-Saclay\u2014at a crucial time in the development of the field of satellite imagery processing. In the lab, Jean-Michel and his team work on a dynamic array of projects dealing with image processing, from creating textural graphics, such as building imagery to look like wood,\u00a0 to image reverse-engineering for Agence France Presse and the French military, and determining whether such images have been tampered with.<\/p>\n

For Jean-Michel, working with Kayrros provides a unique angle by introducing commercial questions\u2014as well as the crucial element of reality.<\/p>\n

\u201cIn fact, the main point here is that this is real,\u201d Jean-Michel said with a laugh. \u201cThe fact that algorithms will be used massively in a real-world setting is extremely stimulating for us, and pushes our research to the limit. It\u2019s a win\/win situation for us because we do better research, and it\u2019s good for Kayrros because we work on all aspects of image and video processing that arise commercially.\u201d<\/p>\n

Here, asking the right questions is key on both sides.<\/p>\n

\u201cIf you look at the problem that Kayrros is trying to solve, you have so much to look at so you must be able to focus on the right questions. This is what a company like Kayrros is supposed to do: find those questions,\u201d said Jean-Michel.<\/p>\n

Satellite imagery is a critical component of Kayrros, providing the foundation for asset observation on a large scale at low cost. But nurturing partnerships with the leaders behind the world\u2019s most innovative scientific institutions is what brings these foundational elements of the company to life. Kayrros leadership pushes the boundaries of the company\u2019s potential by introducing the world\u2019s most advanced research, straight from the lab. And in the words of Jean-Michel Morel, it\u2019s a space in which one has to be big.<\/p>\n","protected":false},"excerpt":{"rendered":"

Where scientific calculation, AI and reverse engineering process satellite images   \u201cAut Caesar, aut nihil! Be Caesar or be nothing! This is a space in which one has to be big.\u201d This is how Jean-Michel Morel, mathematician and expert in image processing at France\u2019s National Center of Scientific Research (CNRS), sees Kayrros. Jean-Michel has been … Lire la suite<\/a><\/p>","protected":false},"author":6,"featured_media":4151,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[10],"tags":[130],"class_list":["post-4145","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company","tag-blog"],"acf":[],"yoast_head":"\nInside Kayrros Leadership Series: Jean-Michel Morel, global leader in the field of scientific image processing, on the digital darkroom of satellite imagery - Kayrros<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kayrros.com\/fr\/inside-kayrros-leadership-series-jean-michel-morel-global-leader-in-the-field-of-scientific-image-processing-on-the-digital-darkroom-of-satellite-imagery\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Inside Kayrros Leadership Series: Jean-Michel Morel, global leader in the field of scientific image processing, on the digital darkroom of satellite imagery - Kayrros\" \/>\n<meta property=\"og:description\" content=\"Where scientific calculation, AI and reverse engineering process satellite images   \u201cAut Caesar, aut nihil! 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