{"id":22613,"date":"2021-01-26T13:27:00","date_gmt":"2021-01-26T12:27:00","guid":{"rendered":"https:\/\/www.mines-stetienne.fr\/panoramines\/?p=22613"},"modified":"2021-02-15T16:58:21","modified_gmt":"2021-02-15T15:58:21","slug":"mooc-introduction-au-traitement-des-images","status":"publish","type":"post","link":"https:\/\/www.mines-stetienne.fr\/panoramines\/2021\/01\/26\/mooc-introduction-au-traitement-des-images\/","title":{"rendered":"MOOC : Introduction au traitement des images"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Le 1<sup>er<\/sup> mars 2021 sur la plateforme FUN MOOC, Mines Saint-\u00c9tienne lance, en partenariat avec <a href=\"http:\/\/www.telecom-physique.fr\/\" target=\"_blank\" rel=\"noreferrer noopener\">l\u2019\u00c9cole d\u2019ing\u00e9nieurs T\u00e9l\u00e9com Physique de l\u2019Universit\u00e9 de Strasbourg<\/a>, le \u00ab&nbsp;MOOC&nbsp;: Introduction au traitement des images&nbsp;\u00bb. <strong>Objectif&nbsp;: d\u00e9couvrir les bases math\u00e9matiques et informatiques du traitement et de l\u2019analyse des images.<\/strong><\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-dailymotion wp-block-embed-dailymotion wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"FUN-MOOC : Introduction au traitement des images\" frameborder=\"0\" width=\"640\" height=\"359\" src=\"https:\/\/geo.dailymotion.com\/player.html?video=x7yjvzd&#038;\" allowfullscreen allow=\"autoplay; fullscreen; picture-in-picture; web-share\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Le MOOC se veut \u00eatre \u00e0 la hauteur des enjeux que pose le traitement des images aujourd\u2019hui. En effet, les images sont pr\u00e9sentes partout dans notre soci\u00e9t\u00e9 (de la ligne de fabrication jusqu\u2019au scanner m\u00e9dical en passant par les satellites) et dans de nombreux domaines scientifiques et techniques (les math\u00e9matiques, la physique, l\u2019informatique). Mais pour tirer pleinement parti des images surtout en cas de mauvaises conditions d\u2019acquisition, il faut pouvoir les traiter, l\u2019objectif final \u00e9tant d\u2019isoler les objets pertinents et de les analyser. Lee filtrage, le rehaussement, la suppression du bruit sont le point de d\u00e9part de la cha\u00eene d\u2019analyse. Ces \u00e9tapes vont permettre, par exemple, le relev\u00e9 des diagnostics en imagerie m\u00e9dicale, la d\u00e9tection de pi\u00e8ces d\u00e9fectueuses sur une ligne de production ou encore la reconnaissance des plaques d\u2019immatriculation par les radars.<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"949\" class=\"wp-image-22639\" style=\"width: 500px\" src=\"https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/miami_fun-scaled.jpg\" alt=\"\" srcset=\"https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/miami_fun-scaled.jpg 2560w, https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/miami_fun-300x111.jpg 300w, https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/miami_fun-1024x380.jpg 1024w, https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/miami_fun-768x285.jpg 768w, https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/miami_fun-1536x569.jpg 1536w, https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/miami_fun-2048x759.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n\n\n\n<p>Le MOOC&nbsp;: Introduction au traitement des images, propose de prendre connaissance des bases n\u00e9cessaires en math\u00e9matiques et en informatique avec le langage Python, de manipuler les algorithmes et la programmation des op\u00e9rations \u00e9l\u00e9mentaires&nbsp;: charger et observer une image, analyser sa qualit\u00e9, am\u00e9liorer sa nettet\u00e9 et ses contrastes, ajouter du flou ou d\u00e9tecter des contours.<\/p>\n\n\n\n<p>Pour valider vos acquis, des \u00e9valuations sont propos\u00e9es chaque semaine autour de quiz et d\u2019exercices pratiques, dans un environnement de programmation en ligne innovant. La r\u00e9ussite des examens conditionnera l\u2019obtention de l\u2019attestation de suivi avec succ\u00e8s d\u00e9livr\u00e9e par <a href=\"https:\/\/www.fun-mooc.fr\/\" target=\"_blank\" rel=\"noreferrer noopener\">FUN-mooc<\/a>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Vous \u00eates \u00e9tudiants ou professionnels, vous avez des connaissances en programmation Python et vous souhaitez les appliquer au traitement des images&nbsp;?<\/h4>\n\n\n\n<p>Venez participer au MOOC&nbsp;: Introduction traitement des images. Afin de profiter au mieux des exercices et des le\u00e7ons, des pr\u00e9requis sont n\u00e9cessaires. Il est souhaitable d\u2019avoir des <strong>bases en math\u00e9matiques<\/strong>&nbsp;: int\u00e9gration et d\u00e9rivation, probabilit\u00e9s et statistiques (moyenne, \u00e9cart type, variance, variable al\u00e9atoire, loi normale) et <strong>en informatiques<\/strong> (base du langage de programmation python, savoir \u00e9crire des boucles, op\u00e9rateur logique, vectorisation des op\u00e9rations, d\u00e9finition de fonction, tableaux et numpy.)<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/architecture-1024x683.jpg\" alt=\"\" class=\"wp-image-22638\" width=\"338\" height=\"225\" srcset=\"https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/architecture-1024x683.jpg 1024w, https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/architecture-300x200.jpg 300w, https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/architecture-768x512.jpg 768w, https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/architecture-1536x1025.jpg 1536w, https:\/\/www.mines-stetienne.fr\/panoramines\/wp-content\/uploads\/sites\/3\/2021\/02\/architecture-2048x1367.jpg 2048w\" sizes=\"auto, (max-width: 338px) 100vw, 338px\" \/><\/figure><\/div>\n\n\n\n<p>Pendant le MOOC, faites la rencontre avec <strong>Yann Gavet<\/strong>, professeur en traitement et analyse d\u2019images \u00e0 Mines Saint-\u00c9tienne ; <strong>Vincent Mazet<\/strong>, ma\u00eetre de conf\u00e9rences en traitement du signal et en traitement d\u2019images \u00e0 T\u00e9l\u00e9com Physique Strasbourg et <strong>Karine Richou<\/strong>, ing\u00e9nieure p\u00e9dagogique \u00e0 Mines Saint-\u00c9tienne. Ecoutez \u00e9galement <strong>Na\u00eblle<\/strong>, la petite voix qui vous accompagnera tout au long du MOOC.<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\" \/>\n<\/div><\/div>\n\n\n\n<p>Le MOOC est financ\u00e9 par l\u2019<a href=\"https:\/\/www.imt.fr\/\" target=\"_blank\" rel=\"noreferrer noopener\">Institut Mines-T\u00e9l\u00e9com<\/a> avec le soutien de la fondation Patrick et Lina Drahi.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\" \/>\n\n\n\n<h4 class=\"wp-block-heading\">Plan du cours<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Semaine 1&nbsp;: Contexte et champs d\u2019application, historique et bases math\u00e9matiques<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li>Semaine 2&nbsp;: Filtrage par convolution, d\u00e9tecteurs de contours<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li>Semaine 3&nbsp;: Rehaussement, manipulation d\u2019histogramme<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li>Semaine 4&nbsp;: Traitement du bruit<\/li><\/ul>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Rendez-vous le 1<sup>er<\/sup> mars 2021 et <a href=\"https:\/\/www.fun-mooc.fr\/courses\/course-v1:MinesTelecom+04044+session01\/about\" target=\"_blank\" rel=\"noreferrer noopener\">inscrivez-vous d\u00e8s maintenant&nbsp;!<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size\"><a href=\"https:\/\/www.fun-mooc.fr\/news\/5-raisons-de-suivre-le-mooc-brintroduction-au-trai\/\" target=\"_blank\" rel=\"noreferrer noopener\">5 raisons de suivre le MOOC&nbsp;: Introduction au traitement d\u2019images<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le 1er mars 2021 sur la plateforme FUN MOOC, Mines Saint-\u00c9tienne lance, en partenariat avec l\u2019\u00c9cole d\u2019ing\u00e9nieurs T\u00e9l\u00e9com Physique de l\u2019Universit\u00e9 de Strasbourg, le \u00ab&nbsp;MOOC&nbsp;: Introduction au traitement des images&nbsp;\u00bb. Objectif&nbsp;: d\u00e9couvrir les bases math\u00e9matiques et informatiques du traitement et &hellip;<\/p>\n","protected":false},"author":6823,"featured_media":22616,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"categories":[6],"tags":[285,254,237,288,697],"class_list":["post-22613","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-formation","tag-analyse-dimage","tag-imagerie","tag-mooc","tag-spin","tag-traitement-des-images"],"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","pp_force_visibility":null,"pp_subpost_visibility":null,"pp_inherited_force_visibility":null,"pp_inherited_subpost_visibility":null,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MOOC : Introduction au traitement des images - Panoramines<\/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.mines-stetienne.fr\/panoramines\/2021\/01\/26\/mooc-introduction-au-traitement-des-images\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MOOC : Introduction au traitement des images\" \/>\n<meta property=\"og:description\" content=\"Le 1er mars 2021 sur la plateforme FUN MOOC, Mines Saint-\u00c9tienne lance, en partenariat avec l\u2019\u00c9cole d\u2019ing\u00e9nieurs T\u00e9l\u00e9com Physique de l\u2019Universit\u00e9 de Strasbourg, le \u00ab&nbsp;MOOC&nbsp;: Introduction au traitement des images&nbsp;\u00bb. 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