{"id":853,"date":"2026-03-31T10:22:22","date_gmt":"2026-03-31T08:22:22","guid":{"rendered":"http:\/\/irimasv1\/?page_id=853"},"modified":"2026-06-19T18:07:34","modified_gmt":"2026-06-19T16:07:34","slug":"automatique-signal-et-image","status":"publish","type":"page","link":"https:\/\/www.irimas.uha.fr\/en\/departements\/automatique-signal-et-image\/","title":{"rendered":"Automation, Signals, and Images"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"853\" class=\"elementor elementor-853\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80f1c1d e-flex e-con-boxed e-con e-parent\" data-id=\"80f1c1d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3af904a e-grid e-con-boxed e-con e-parent\" data-id=\"3af904a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-668f989 elementor-widget elementor-widget-heading\" data-id=\"668f989\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pr\u00e9sentation et Th\u00e9matiques de recherche<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b23c18c elementor-widget elementor-widget-text-editor\" data-id=\"b23c18c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"3\">Le D\u00e9partement <b data-path-to-node=\"3\" data-index-in-node=\"15\">ASI<\/b> de l\u2019IRIMAS constitue le p\u00f4le de r\u00e9f\u00e9rence de l\u2019Universit\u00e9 de Haute-Alsace (UHA) pour la recherche en automatique, traitement du signal et de l\u2019image, instrumentation et m\u00e9canique. Fort d&#8217;une trentaine de<b data-path-to-node=\"3\" data-index-in-node=\"208\">&nbsp;permanents<\/b> (enseignants-chercheurs et ing\u00e9nieurs), il allie recherche fondamentale et applications concr\u00e8tes pour r\u00e9pondre aux grands d\u00e9fis technologiques et soci\u00e9taux.<\/p>\n<p data-path-to-node=\"5\">Le d\u00e9partement est structur\u00e9 en deux \u00e9quipes compl\u00e9mentaires, implant\u00e9es au c\u0153ur des p\u00f4les technologiques de Mulhouse :<\/p>\n<ul data-path-to-node=\"6\">\n<li>\n<p data-path-to-node=\"6,0,0\"><b data-path-to-node=\"6,0,0\" data-index-in-node=\"0\">L\u2019\u00e9quipe IMTIS :<\/b> Sp\u00e9cialis\u00e9e dans l\u2019instrumentation multimodale et le traitement d\u2019image et du signal (bas\u00e9e \u00e0 l\u2019IUT de Mulhouse).<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"6,1,0\"><b data-path-to-node=\"6,1,0\" data-index-in-node=\"0\">L\u2019\u00e9quipe MIAM :<\/b> Experte en mod\u00e9lisation, identification en automatique et m\u00e9canique (bas\u00e9e \u00e0 l\u2019ENSISA).<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f26a50 elementor-widget elementor-widget-heading\" data-id=\"1f26a50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Deux axes scientifiques majeurs<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78e7aee elementor-widget elementor-widget-text-editor\" data-id=\"78e7aee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"8\">Les activit\u00e9s de recherche s&#8217;articulent autour de deux grands projets f\u00e9d\u00e9rateurs :<\/p><ul data-path-to-node=\"9\"><li><p data-path-to-node=\"9,0,0\"><b data-path-to-node=\"9,0,0\" data-index-in-node=\"0\">TAM-TAM (Transports, Autonomie, Mobilit\u00e9) :<\/b> Cet axe se consacre au d\u00e9veloppement de mobilit\u00e9s \u00e0 faible impact \u00e9cologique. Les chercheurs y con\u00e7oivent des solutions de robotique mobile, des syst\u00e8mes embarqu\u00e9s pour l\u2019automobile et l\u2019a\u00e9ronautique, ainsi que des dispositifs d\u2019aide \u00e0 l\u2019autonomie (handicap, e-sant\u00e9).<\/p><\/li><li><p data-path-to-node=\"9,1,0\"><b data-path-to-node=\"9,1,0\" data-index-in-node=\"0\">PHYSICA (Physique, Signal, Image) :<\/b> Ce projet se concentre sur l\u2019instrumentation avanc\u00e9e (cam\u00e9ras 3D, imagerie multispectrale) et le traitement du signal. Ses applications sont vastes : de la microscopie de pointe pour la biologie au contr\u00f4le non-destructif pour l\u2019industrie, en passant par la gestion intelligente de l&#8217;\u00e9nergie (smart-grids).<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63133cb elementor-widget elementor-widget-heading\" data-id=\"63133cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Un partenaire strat\u00e9gique pour l\u2019industrie<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf13f8e elementor-widget elementor-widget-text-editor\" data-id=\"cf13f8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"11\">Le d\u00e9partement ASI se distingue par une forte culture du <b data-path-to-node=\"11\" data-index-in-node=\"57\">transfert technologique<\/b>. Gr\u00e2ce \u00e0 des collaborations fructueuses allant de la TPE locale aux multinationales, les travaux des chercheurs trouvent des d\u00e9bouch\u00e9s directs dans l&#8217;Industrie 4.0, la sant\u00e9 connect\u00e9e et les transports intelligents.<\/p><p data-path-to-node=\"12\">Inscrit dans une dynamique interdisciplinaire, ASI collabore \u00e9troitement avec les autres d\u00e9partements de l&#8217;IRIMAS (notamment en Informatique) et de nombreux laboratoires nationaux et internationaux pour d\u00e9velopper les syst\u00e8mes intelligents de demain.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c57afa0 e-grid e-con-boxed e-con e-parent\" data-id=\"c57afa0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7d29b5 elementor-widget elementor-widget-heading\" data-id=\"c7d29b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les \u00e9quipes<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6d082f4 e-grid e-con-full e-con e-child\" data-id=\"6d082f4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9cc4ee0 e-grid e-con-full e-con e-child\" data-id=\"9cc4ee0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-baec21e e-grid e-con-full e-con e-child\" data-id=\"baec21e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-155c37e elementor-widget elementor-widget-image\" data-id=\"155c37e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.irimas.uha.fr\/equipes\/imtis\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/dept-asi-1-1024x576.png\" class=\"attachment-large size-large wp-image-4230\" alt=\"ASI\" srcset=\"https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/dept-asi-1-1024x576.png 1024w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/dept-asi-1-300x169.png 300w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/dept-asi-1-768x432.png 768w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/dept-asi-1-18x10.png 18w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/dept-asi-1.png 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70ae5d2 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"70ae5d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.irimas.uha.fr\/equipes\/imtis\/\">IMTIS<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17673b9 elementor-widget elementor-widget-text-editor\" data-id=\"17673b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>L&#8217;\u00e9quipe IMTIS d\u00e9veloppe des recherches fondamentales, mais aussi appliqu\u00e9es, allant jusqu\u2019au transfert de technologie, en traitement du signal, traitement d&#8217;image, et instrumentation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-76b7ed8 e-grid e-con-full e-con e-child\" data-id=\"76b7ed8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7423cba elementor-align-center elementor-widget elementor-widget-button\" data-id=\"7423cba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.irimas.uha.fr\/equipes\/imtis\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">En savoir plus<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ca10b6c e-grid e-con-full e-con e-child\" data-id=\"ca10b6c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2729f97 e-grid e-con-full e-con e-child\" data-id=\"2729f97\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-988eef8 elementor-widget elementor-widget-image\" data-id=\"988eef8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.irimas.uha.fr\/equipes\/miam\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/03\/miam.png\" class=\"attachment-large size-large wp-image-915\" alt=\"\" srcset=\"https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/03\/miam.png 600w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/03\/miam-300x150.png 300w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/03\/miam-18x9.png 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4736c62 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4736c62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.irimas.uha.fr\/equipes\/miam\/\">MIAM<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-109541c elementor-widget elementor-widget-text-editor\" data-id=\"109541c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>L\u2019\u00e9quipe MIAM associe des automaticiens, mais aussi des m\u00e9caniciens, afin de lever des verrous scientifiques, et de proposer de nouvelles m\u00e9thodologies et de nouveaux outils r\u00e9pondant aux attentes du domaine de l\u2019automobile et de l\u2019a\u00e9ronautique.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3f40c4d e-grid e-con-full e-con e-child\" data-id=\"3f40c4d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-011e695 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"011e695\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.irimas.uha.fr\/equipes\/miam\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">En savoir plus<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5beed45 e-flex e-con-boxed e-con e-parent\" data-id=\"5beed45\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b86e631 elementor-widget elementor-widget-heading\" data-id=\"b86e631\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Activit\u00e9s de recherche<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4178f21 e-n-tabs-mobile elementor-widget elementor-widget-n-tabs\" data-id=\"4178f21\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;tabs_justify_horizontal&quot;:&quot;start&quot;,&quot;horizontal_scroll&quot;:&quot;disable&quot;}\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"68652833\" aria-label=\"Tabs. Open items with Enter or Space, close with Escape and navigate using the Arrow keys.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-686528331\" data-tab-title-id=\"e-n-tab-title-686528331\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-686528331\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tActualit\u00e9s\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-686528332\" data-tab-title-id=\"e-n-tab-title-686528332\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-686528332\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tPublications\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-686528333\" data-tab-title-id=\"e-n-tab-title-686528333\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-686528333\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tProjets\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-686528331\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-686528331\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-de04c5e e-con-full e-flex e-con e-child\" data-id=\"de04c5e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2645c40 elementor-widget elementor-widget-shortcode\" data-id=\"2645c40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div class=\"irimas-home-actualites-shortcode irimas-actualites-archive\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-home-actualites-list irimas-actualites-list\">\n\t\t\t\t\t\t\t\t\t\t<aside class=\"irimas-agenda-excerpt irimas-home-agenda-card\">\n\t\t\t\t\t\t<h2 class=\"irimas-agenda-excerpt-title\">\n\t\t\t\t\t\t\t\tCalendar\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"irimas-agenda-excerpt-empty\">\n\t\t\t\t\t\t\t\tAucun evenement a venir pour le moment.\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-home-card-cta irimas-home-card-cta-agenda\">\n\t\t\t\t\t\t\t<a class=\"irimas-home-card-cta-link\" href=\"https:\/\/www.irimas.uha.fr\/en\/agenda\/?archive_departement%5B%5D=Automatique,%20Signal%20et%20Image\">\n\t\t\t\t\t\t\t\tView calendar\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/aside>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article\n\t\t\t\t\t\t\tid=\"post-4537\"\n\t\t\t\t\t\t\tclass=\"irimas-actualite-card post-4537 actualite type-actualite status-publish hentry irimas_departement-automatique-signal-et-image irimas_equipe-imtis\"\t\t\t\t\t\t\tdata-actualite-id=\"4537\"\n\t\t\t\t\t\t\tstyle=\"--irimas-card-grid-col:1;--irimas-card-grid-row:1;\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\t\t\t\thref=\"https:\/\/www.irimas.uha.fr\/en\/actualites\/?archive_departement%5B0%5D=Automatique%2C+Signal+et+Image&#038;actualite_open=4537#actualite-4537\"\n\t\t\t\t\t\t\t\t\taria-label=\"M2 internship presentations\"\n\t\t\t\t\t\t\t\t\tclass=\"irimas-actualite-card-overlay-link\"\n\t\t\t\t\t\t\t\t><\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-thumb\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" width=\"512\" height=\"512\" src=\"https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/vignette-audience-512.png\" class=\"irimas-actualite-card-thumb-img\" alt=\"\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/vignette-audience-512.png 512w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/vignette-audience-512-300x300.png 300w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/vignette-audience-512-150x150.png 150w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/vignette-audience-512-12x12.png 12w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-content\">\n\t\t\t\t\t\t\t\t<h2 class=\"irimas-actualite-card-title\">\n\t\t\t\t\t\t\t\t\tM2 internship presentations\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-person\">\n\t\t\t\t\t\t\t\t\t\tSoumen Indu, Mbarek Oulghazi, Muhammad Sami Ur Rasul\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-bottom\">\n\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-meta\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-meta-date\">\n\t\t\t\t\t\t\t\t\t\t\t<time datetime=\"2026-07-16T02:00:00+02:00\" class=\"irimas-actualite-card-time\">\n\t\t\t\t\t\t\t\t\t\t\t\tJuly 16, 2026 - 09:30 to 11:00\t\t\t\t\t\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-meta-row\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-type\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tConference\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-dept\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tASI\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article\n\t\t\t\t\t\t\tid=\"post-4535\"\n\t\t\t\t\t\t\tclass=\"irimas-actualite-card post-4535 actualite type-actualite status-publish hentry irimas_departement-automatique-signal-et-image irimas_equipe-imtis\"\t\t\t\t\t\t\tdata-actualite-id=\"4535\"\n\t\t\t\t\t\t\tstyle=\"--irimas-card-grid-col:2;--irimas-card-grid-row:1;\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\t\t\t\thref=\"https:\/\/www.irimas.uha.fr\/en\/actualites\/?archive_departement%5B0%5D=Automatique%2C+Signal+et+Image&#038;actualite_open=4535#actualite-4535\"\n\t\t\t\t\t\t\t\t\taria-label=\"M2 internship presentations\"\n\t\t\t\t\t\t\t\t\tclass=\"irimas-actualite-card-overlay-link\"\n\t\t\t\t\t\t\t\t><\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-thumb\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" width=\"512\" height=\"512\" src=\"https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/vignette-audience-512.png\" class=\"irimas-actualite-card-thumb-img\" alt=\"\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/vignette-audience-512.png 512w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/vignette-audience-512-300x300.png 300w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/vignette-audience-512-150x150.png 150w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/06\/vignette-audience-512-12x12.png 12w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-content\">\n\t\t\t\t\t\t\t\t<h2 class=\"irimas-actualite-card-title\">\n\t\t\t\t\t\t\t\t\tM2 internship presentations\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-person\">\n\t\t\t\t\t\t\t\t\t\tBaptiste Hubner, Abdeljalil El Boughdadi, Raza Hassan\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-bottom\">\n\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-meta\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-meta-date\">\n\t\t\t\t\t\t\t\t\t\t\t<time datetime=\"2026-07-07T02:00:00+02:00\" class=\"irimas-actualite-card-time\">\n\t\t\t\t\t\t\t\t\t\t\t\tJuly 7, 2026 - 10:00 to 11:30\t\t\t\t\t\t\t\t\t\t\t<\/time>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-meta-row\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-type\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tConference\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-dept\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tASI\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"irimas-home-card-cta irimas-home-card-cta-actualites\">\n\t\t\t\t\t<a class=\"irimas-home-card-cta-link\" href=\"https:\/\/www.irimas.uha.fr\/en\/actualites\/?archive_departement%5B%5D=Automatique,%20Signal%20et%20Image\">\n\t\t\t\t\t\tSee more news\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-686528332\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-686528332\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-2b07237 e-con-full e-flex e-con e-child\" data-id=\"2b07237\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-746840d elementor-widget elementor-widget-shortcode\" data-id=\"746840d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"irimas-hal-publications-block\">        <div class=\"irimas-hal-publications\">\r\n            <ul class=\"irimas-hal-list\">\r\n                                                        <li class=\"irimas-hal-item\">\r\n                        <div class=\"irimas-hal-item-header\">\r\n                            <a class=\"irimas-hal-title\" href=\"https:\/\/hal.science\/hal-05680693v1\" target=\"_blank\" rel=\"noopener noreferrer\">\r\n                                Uncertainty representation in deep learning-based scene segmentation                            <\/a>\r\n                                                            <span class=\"irimas-hal-year\">(2026)<\/span>\r\n                                                                                        <span class=\"irimas-hal-doc-type\">Conference paper<\/span>\r\n                                                                                        <button class=\"irimas-hal-bibtex-btn\" \r\n                                        data-docid=\"5680693\"\r\n                                        title=\"Afficher le BibTeX\">\r\n                                    BibTeX\r\n                                <\/button>\r\n                                                    <\/div>\r\n                                                    <div class=\"irimas-hal-authors\">Mihreteab Negash Geletu, Abdelhak Benamirouche, Jean-Philippe Lauffenburger, Thomas Josso-Laurain, Maxime Devanne<\/div>\r\n                                                                            <div class=\"irimas-hal-journal\">29th International Conference on Information Fusion<\/div>\r\n                                            <\/li>\r\n                                                        <li class=\"irimas-hal-item\">\r\n                        <div class=\"irimas-hal-item-header\">\r\n                            <a class=\"irimas-hal-title\" href=\"https:\/\/hal.science\/hal-05562018v1\" target=\"_blank\" rel=\"noopener noreferrer\">\r\n                                Reliability-Aware Fusion for Semantic Segmentation under Sensor Degradation and Failures                            <\/a>\r\n                                                            <span class=\"irimas-hal-year\">(2026)<\/span>\r\n                                                                                        <span class=\"irimas-hal-doc-type\">Conference paper<\/span>\r\n                                                                                        <button class=\"irimas-hal-bibtex-btn\" \r\n                                        data-docid=\"5562018\"\r\n                                        title=\"Afficher le BibTeX\">\r\n                                    BibTeX\r\n                                <\/button>\r\n                                                    <\/div>\r\n                                                    <div class=\"irimas-hal-authors\">Lucas Deregnaucourt, Abdelhak Benamirouche, Mihreteab Negash Geletu, Hind Laghmara, Remi Boutteau, Jean-Philippe Lauffenburger<\/div>\r\n                                                                            <div class=\"irimas-hal-journal\">2026 IEEE Intelligent Vehicles Symposium (IV)<\/div>\r\n                                            <\/li>\r\n                                                        <li class=\"irimas-hal-item\">\r\n                        <div class=\"irimas-hal-item-header\">\r\n                            <a class=\"irimas-hal-title\" href=\"https:\/\/hal.science\/hal-05665452v1\" target=\"_blank\" rel=\"noopener noreferrer\">\r\n                                Diffuse and specular component separation using multispectral and polarization images                            <\/a>\r\n                                                            <span class=\"irimas-hal-year\">(2026)<\/span>\r\n                                                                                        <span class=\"irimas-hal-doc-type\">Article<\/span>\r\n                                                                                        <button class=\"irimas-hal-bibtex-btn\" \r\n                                        data-docid=\"5665452\"\r\n                                        title=\"Afficher le BibTeX\">\r\n                                    BibTeX\r\n                                <\/button>\r\n                                                    <\/div>\r\n                                                    <div class=\"irimas-hal-authors\">Pierre-Jean Lapray, Benjamin Mourllion, Laurent Bigu\u00e9<\/div>\r\n                                                                            <div class=\"irimas-hal-journal\">Signal, Image and Video Processing<\/div>\r\n                                            <\/li>\r\n                                                        <li class=\"irimas-hal-item\">\r\n                        <div class=\"irimas-hal-item-header\">\r\n                            <a class=\"irimas-hal-title\" href=\"https:\/\/hal.science\/hal-05669522v1\" target=\"_blank\" rel=\"noopener noreferrer\">\r\n                                Advanced Multi-application Simulation Platform for Communicating Vehicles: Application to Obstacle Avoidance Through Automation and Networking                            <\/a>\r\n                                                            <span class=\"irimas-hal-year\">(2026)<\/span>\r\n                                                                                        <span class=\"irimas-hal-doc-type\">Article<\/span>\r\n                                                                                        <button class=\"irimas-hal-bibtex-btn\" \r\n                                        data-docid=\"5669522\"\r\n                                        title=\"Afficher le BibTeX\">\r\n                                    BibTeX\r\n                                <\/button>\r\n                                                    <\/div>\r\n                                                    <div class=\"irimas-hal-authors\">Benoit Hilt, Jonathan Ledy, Thomas Josso-Laurain<\/div>\r\n                                                                            <div class=\"irimas-hal-journal\">Journal of Network and Systems Management<\/div>\r\n                                            <\/li>\r\n                            <\/ul>\r\n        <\/div>\r\n        <div class=\"irimas-home-card-cta irimas-home-card-cta-actualites\"><a class=\"irimas-home-card-cta-link irimas-home-card-cta-link--see-more\" href=\"https:\/\/www.irimas.uha.fr\/en\/publications\/?irimas_departement=asi\">See more<\/a><\/div><\/div><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-686528333\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-686528333\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-5e05562 e-con-full e-flex e-con e-child\" data-id=\"5e05562\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9696a37 elementor-widget elementor-widget-shortcode\" data-id=\"9696a37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div class=\"irimas-actualites-archive irimas-projets-shortcode irimas-projets-random-shortcode\">\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"irimas-projets-grid\" style=\"display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:40px;position:relative;\">\n\t\t\t\t\t\t\t\t\t\t\t<article\n\t\t\t\t\t\t\tid=\"post-3240\"\n\t\t\t\t\t\t\tclass=\"irimas-actualite-card post-3240 projet_recherche type-projet_recherche status-publish has-post-thumbnail hentry irimas_departement-automatique-signal-et-image irimas_equipe-imtis\"\t\t\t\t\t\t\tstyle=\"--irimas-card-grid-col:1;--irimas-card-grid-row:1;\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.irimas.uha.fr\/en\/projets-de-recherche\/?pr_open=3240#irimas-projet-3240\" aria-label=\"Time-frequency analysis of pathological lung sounds: detection and quantification of abnormal sounds in patients with cystic fibrosis, pulmonary fibrosis, or COPD.\" class=\"irimas-actualite-card-overlay-link\"><\/a>\n\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-thumb\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"716\" height=\"576\" src=\"https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/05\/1-4-D-K-LLA-zoom_graph.png\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"\" srcset=\"https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/05\/1-4-D-K-LLA-zoom_graph.png 716w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/05\/1-4-D-K-LLA-zoom_graph-300x241.png 300w, https:\/\/www.irimas.uha.fr\/wp-content\/uploads\/2026\/05\/1-4-D-K-LLA-zoom_graph-15x12.png 15w\" sizes=\"(max-width: 716px) 100vw, 716px\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-content\">\n\t\t\t\t\t\t\t\t<h2 class=\"irimas-actualite-card-title\">Time-frequency analysis of pathological lung sounds: detection and quantification of abnormal sounds in patients with cystic fibrosis, pulmonary fibrosis, or COPD.<\/h2>\n\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-bottom\">\n\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-meta irimas-projet-card-meta\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-projet-card-meta-line irimas-projet-card-meta-line--type-period\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"irimas-projet-card-meta-item\"><span class=\"irimas-projet-card-meta-label\">Type:<\/span> AAP Adiral<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"irimas-projet-card-meta-item\"><span class=\"irimas-projet-card-meta-label\">Period:<\/span> 2023-2026<\/span>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-projet-card-meta-line irimas-projet-card-meta-line--depts\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"irimas-projet-card-meta-label\">Department(s) &amp; Team(s):<\/span> Automation, Signal and Image \u2014 IMTIS (Coordinator)\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t<article\n\t\t\t\t\t\t\tid=\"post-3046\"\n\t\t\t\t\t\t\tclass=\"irimas-actualite-card post-3046 projet_recherche type-projet_recherche status-publish hentry irimas_departement-automatique-signal-et-image irimas_equipe-imtis\"\t\t\t\t\t\t\tstyle=\"--irimas-card-grid-col:2;--irimas-card-grid-row:1;\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.irimas.uha.fr\/en\/projets-de-recherche\/?pr_open=3046&#038;pr_statut=passes#irimas-projet-3046\" aria-label=\"Holographic 3D Maps for Silicone Detection in Living Cells and Tissues 3DHOLOCELL\" class=\"irimas-actualite-card-overlay-link\"><\/a>\n\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-thumb\">\n\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-thumb-placeholder\" aria-hidden=\"true\"><svg viewBox=\"0 0 64 64\" width=\"64\" height=\"64\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" role=\"presentation\" focusable=\"false\" aria-hidden=\"true\"><rect x=\"12\" y=\"16\" width=\"40\" height=\"36\" rx=\"6\" fill=\"none\" stroke=\"#B8B8B8\" stroke-width=\"2.25\"\/><circle cx=\"26\" cy=\"30\" r=\"6\" fill=\"none\" stroke=\"#B8B8B8\" stroke-width=\"2.25\"\/><path d=\"M14 50 L26 36 L34 44 L40 38 L50 50\" fill=\"none\" stroke=\"#B8B8B8\" stroke-width=\"2.25\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-content\">\n\t\t\t\t\t\t\t\t<h2 class=\"irimas-actualite-card-title\">Holographic 3D Maps for Silicone Detection in Living Cells and Tissues 3DHOLOCELL<\/h2>\n\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-bottom\">\n\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-meta irimas-projet-card-meta\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-projet-card-meta-line irimas-projet-card-meta-line--type-period\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"irimas-projet-card-meta-item\"><span class=\"irimas-projet-card-meta-label\">Type:<\/span> MatLight<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"irimas-projet-card-meta-item\"><span class=\"irimas-projet-card-meta-label\">Period:<\/span> 2022<\/span>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-projet-card-meta-line irimas-projet-card-meta-line--depts\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"irimas-projet-card-meta-label\">Department(s) &amp; Team(s):<\/span> Automation, Signal and Image \u2014 IMTIS (Partner)\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t<article\n\t\t\t\t\t\t\tid=\"post-3045\"\n\t\t\t\t\t\t\tclass=\"irimas-actualite-card post-3045 projet_recherche type-projet_recherche status-publish hentry irimas_departement-automatique-signal-et-image irimas_equipe-imtis\"\t\t\t\t\t\t\tstyle=\"--irimas-card-grid-col:3;--irimas-card-grid-row:1;\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.irimas.uha.fr\/en\/projets-de-recherche\/?pr_open=3045#irimas-projet-3045\" aria-label=\"Fibers as Optical Resolution Test-patterns for Unlabeled Nanoscopy Assessment FORTUNA\" class=\"irimas-actualite-card-overlay-link\"><\/a>\n\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-thumb\">\n\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-thumb-placeholder\" aria-hidden=\"true\"><svg viewBox=\"0 0 64 64\" width=\"64\" height=\"64\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" role=\"presentation\" focusable=\"false\" aria-hidden=\"true\"><rect x=\"12\" y=\"16\" width=\"40\" height=\"36\" rx=\"6\" fill=\"none\" stroke=\"#B8B8B8\" stroke-width=\"2.25\"\/><circle cx=\"26\" cy=\"30\" r=\"6\" fill=\"none\" stroke=\"#B8B8B8\" stroke-width=\"2.25\"\/><path d=\"M14 50 L26 36 L34 44 L40 38 L50 50\" fill=\"none\" stroke=\"#B8B8B8\" stroke-width=\"2.25\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-content\">\n\t\t\t\t\t\t\t\t<h2 class=\"irimas-actualite-card-title\">Fibers as Optical Resolution Test-patterns for Unlabeled Nanoscopy Assessment FORTUNA<\/h2>\n\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-bottom\">\n\t\t\t\t\t\t\t\t\t<div class=\"irimas-actualite-card-meta irimas-projet-card-meta\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-projet-card-meta-line irimas-projet-card-meta-line--type-period\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"irimas-projet-card-meta-item\"><span class=\"irimas-projet-card-meta-label\">Type:<\/span> MatLight<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"irimas-projet-card-meta-item\"><span class=\"irimas-projet-card-meta-label\">Period:<\/span> 2026<\/span>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-projet-card-meta-line irimas-projet-card-meta-line--depts\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"irimas-projet-card-meta-label\">Department(s) &amp; Team(s):<\/span> Automation, Signal and Image \u2014 IMTIS (Coordinator)\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"irimas-home-card-cta irimas-home-card-cta-actualites\" style=\"margin-top:16px;\">\n\t\t\t\t\t<a class=\"irimas-home-card-cta-link\" href=\"https:\/\/www.irimas.uha.fr\/en\/projets-de-recherche\/?pr_departement%5B%5D=Automatique,%20Signal%20et%20Image\">\n\t\t\t\t\t\tSee more\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9a03bdf e-flex e-con-boxed e-con e-parent\" data-id=\"9a03bdf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-edbdd6d elementor-widget elementor-widget-heading\" data-id=\"edbdd6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Recherche et formations<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e27c6d9 e-n-tabs-mobile elementor-widget elementor-widget-n-tabs\" data-id=\"e27c6d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;tabs_justify_horizontal&quot;:&quot;start&quot;,&quot;horizontal_scroll&quot;:&quot;disable&quot;}\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"237487833\" aria-label=\"Tabs. Open items with Enter or Space, close with Escape and navigate using the Arrow keys.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-2374878331\" data-tab-title-id=\"e-n-tab-title-2374878331\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-2374878331\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tTh\u00e8ses\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-2374878332\" data-tab-title-id=\"e-n-tab-title-2374878332\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2374878332\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tHDR\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-2374878331\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2374878331\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-e491d4d e-con-full e-flex e-con e-child\" data-id=\"e491d4d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dfde6db elementor-widget elementor-widget-shortcode\" data-id=\"dfde6db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div class=\"irimas-travaux-home-shortcode\">\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"irimas-cards-grid\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-generic-card\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"irimas-travaux-card-title\">Textures physiques r\u00e9alistes par assemblages super-r\u00e9solu d\u2019images multi points de vue<\/h3>\n\t\t\t\t\t\t\t<p class=\"irimas-travaux-card-person\">Julien Bianchetti<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"irimas-travaux-card-bottom\">Directeur(s) de th\u00e8se : Christophe Cudel, Fr\u00e9d\u00e9ric Cordier and Sophie Kohler, Yvan Maillot<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"irimas-travaux-card-meta\">D\u00e9partement(s) et \u00e9quipe(s) : Computer Science \u2022 ASI --- OMeGA \u2022 IMTIS<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-generic-card\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"irimas-travaux-card-title\">Caract\u00e9risation et d\u00e9tection de d\u00e9fauts de surface par BRDF et 3D Gaussian Splatting (3DGS)<\/h3>\n\t\t\t\t\t\t\t<p class=\"irimas-travaux-card-person\">Salem Ait Messaoud<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"irimas-travaux-card-bottom\">Directeur(s) de th\u00e8se : Christophe Cudel and St\u00e9phane Bazeille, Sophie Kohler<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"irimas-travaux-card-meta\">D\u00e9partement(s) et \u00e9quipe(s) : ASI --- IMTIS<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"irimas-home-card-cta irimas-home-card-cta-actualites\" style=\"margin-top:16px;\">\n\t\t\t\t\t<a class=\"irimas-home-card-cta-link\" href=\"https:\/\/www.irimas.uha.fr\/en\/theses\/?tr_departement%5B%5D=Automatique,%20Signal%20et%20Image\">\n\t\t\t\t\t\tSee more\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<style>\n\t\t\t.irimas-travaux-home-shortcode{max-width:1250px;margin:0 auto;padding:0}\n\t\t\t.irimas-travaux-home-shortcode .irimas-cards-grid{display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:16px}\n\t\t\t.irimas-travaux-home-shortcode--hdr{max-width:none;width:100%;padding:0}\n\t\t\t.irimas-travaux-home-shortcode--hdr .irimas-cards-grid{grid-template-columns:repeat(2,minmax(420px,1fr));gap:22px}\n\t\t\t.irimas-travaux-home-shortcode .irimas-generic-card{position:relative;border:1px solid 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8px;padding-right:7.5rem;font-size:20px;line-height:1.25;font-weight:700;color:#00368A;box-sizing:border-box;overflow:hidden;display:-webkit-box;-webkit-line-clamp:2;-webkit-box-orient:vertical}\n\t\t\t.irimas-travaux-home-shortcode .irimas-travaux-card-person{position:relative;z-index:1;margin:0 0 12px;font-size:16px;line-height:1.4;color:#111;font-weight:800}\n\t\t\t.irimas-travaux-home-shortcode .irimas-travaux-card-meta{position:relative;z-index:1;margin:8px 0 2px;font-size:14px;line-height:1.35;color:#111}\n\t\t\t.irimas-travaux-home-shortcode .irimas-travaux-card-bottom{position:relative;z-index:1;margin:0;font-size:14px;line-height:1.35;color:#111}\n\t\t\t.irimas-travaux-home-shortcode--hdr .irimas-generic-card{padding:18px}\n\t\t\t.irimas-travaux-home-shortcode--hdr .irimas-travaux-card-title{font-size:22px}\n\t\t\t@media (max-width:900px){\n\t\t\t\t.irimas-travaux-home-shortcode .irimas-cards-grid{grid-template-columns:1fr}\n\t\t\t\t.irimas-travaux-home-shortcode--hdr .irimas-cards-grid{grid-template-columns:1fr}\n\t\t\t}\n\t\t<\/style>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-2374878332\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2374878332\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-3ea5027 e-con-full e-flex e-con e-child\" data-id=\"3ea5027\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a89dafb elementor-widget elementor-widget-shortcode\" data-id=\"a89dafb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div class=\"irimas-travaux-home-shortcode irimas-travaux-home-shortcode--hdr\">\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"irimas-cards-grid\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-generic-card has-hal-link\">\n\t\t\t\t\t\t\t<a class=\"irimas-travaux-card-overlay-link\" href=\"https:\/\/hal.science\/tel-05436721v1\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"Contributions to Time\u2013Frequency Analysis\"><\/a>\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-travaux-card-date-badge\">2025<\/div>\n\t\t\t\t\t\t<h3 class=\"irimas-travaux-card-title\">Contributions to Time\u2013Frequency Analysis<\/h3>\n\t\t\t\t\t\t\t<p class=\"irimas-travaux-card-person\">Ali Moukadem<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"irimas-travaux-card-meta\">ASI --- IMTIS<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-generic-card has-hal-link\">\n\t\t\t\t\t\t\t<a class=\"irimas-travaux-card-overlay-link\" href=\"https:\/\/hal.science\/tel-04948025v1\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"Transmission and reflection tomographic diffractive micrsocopy\"><\/a>\n\t\t\t\t\t\t\t\t\t\t<div class=\"irimas-travaux-card-date-badge\">2024<\/div>\n\t\t\t\t\t\t<h3 class=\"irimas-travaux-card-title\">Transmission and reflection tomographic diffractive micrsocopy<\/h3>\n\t\t\t\t\t\t\t<p class=\"irimas-travaux-card-person\">Matthieu Debailleul<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"irimas-travaux-card-meta\">ASI --- IMTIS<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"irimas-home-card-cta irimas-home-card-cta-actualites\" style=\"margin-top:16px;\">\n\t\t\t\t\t<a class=\"irimas-home-card-cta-link\" href=\"https:\/\/www.irimas.uha.fr\/en\/hdr\/?tr_departement%5B%5D=Automatique,%20Signal%20et%20Image\">\n\t\t\t\t\t\tSee more\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<style>\n\t\t\t.irimas-travaux-home-shortcode{max-width:1250px;margin:0 auto;padding:0}\n\t\t\t.irimas-travaux-home-shortcode .irimas-cards-grid{display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:16px}\n\t\t\t.irimas-travaux-home-shortcode--hdr{max-width:none;width:100%;padding:0}\n\t\t\t.irimas-travaux-home-shortcode--hdr .irimas-cards-grid{grid-template-columns:repeat(2,minmax(420px,1fr));gap:22px}\n\t\t\t.irimas-travaux-home-shortcode .irimas-generic-card{position:relative;border:1px solid #d9d9d9;border-radius:10px;background:#fff;padding:14px}\n\t\t\t.irimas-travaux-home-shortcode .irimas-generic-card.has-hal-link{cursor:pointer}\n\t\t\t.irimas-travaux-home-shortcode .irimas-generic-card.has-hal-link:hover{border-color:#00368A}\n\t\t\t.irimas-travaux-home-shortcode .irimas-travaux-card-overlay-link{position:absolute;inset:0;z-index:2;border-radius:10px}\n\t\t\t.irimas-travaux-home-shortcode .irimas-travaux-card-date-badge{position:absolute;top:10px;right:10px;z-index:3;max-width:calc(100% - 28px);background:#00368A;color:#fff;border-radius:999px;padding:4px 10px;font-size:12px;line-height:1.25;font-weight:700;white-space:nowrap;text-align:center;box-sizing:border-box}\n\t\t\t.irimas-travaux-home-shortcode .irimas-travaux-card-title{position:relative;z-index:1;margin:0 0 8px;padding-right:7.5rem;font-size:20px;line-height:1.25;font-weight:700;color:#00368A;box-sizing:border-box;overflow:hidden;display:-webkit-box;-webkit-line-clamp:2;-webkit-box-orient:vertical}\n\t\t\t.irimas-travaux-home-shortcode .irimas-travaux-card-person{position:relative;z-index:1;margin:0 0 12px;font-size:16px;line-height:1.4;color:#111;font-weight:800}\n\t\t\t.irimas-travaux-home-shortcode .irimas-travaux-card-meta{position:relative;z-index:1;margin:8px 0 2px;font-size:14px;line-height:1.35;color:#111}\n\t\t\t.irimas-travaux-home-shortcode .irimas-travaux-card-bottom{position:relative;z-index:1;margin:0;font-size:14px;line-height:1.35;color:#111}\n\t\t\t.irimas-travaux-home-shortcode--hdr .irimas-generic-card{padding:18px}\n\t\t\t.irimas-travaux-home-shortcode--hdr .irimas-travaux-card-title{font-size:22px}\n\t\t\t@media (max-width:900px){\n\t\t\t\t.irimas-travaux-home-shortcode .irimas-cards-grid{grid-template-columns:1fr}\n\t\t\t\t.irimas-travaux-home-shortcode--hdr .irimas-cards-grid{grid-template-columns:1fr}\n\t\t\t}\n\t\t<\/style>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-46fe426 e-grid e-con-boxed e-con e-parent\" data-id=\"46fe426\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e95a57 elementor-widget elementor-widget-heading\" data-id=\"6e95a57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Contacter le d\u00e9partement<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-43bcc09 e-con-full e-grid e-con e-child\" data-id=\"43bcc09\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e970bb8 e-grid e-con-full e-con e-child\" data-id=\"e970bb8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f57fe51 elementor-widget elementor-widget-heading\" data-id=\"f57fe51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Responsable du d\u00e9partement<\/h3>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0ce4d1e e-grid e-con-full e-con e-child\" data-id=\"0ce4d1e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89f1efd elementor-widget elementor-widget-text-editor\" data-id=\"89f1efd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h5><strong>Pr Christophe CUDEL<\/strong><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2f98c1 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"d2f98c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"16\" viewBox=\"0 0 20 16\" fill=\"none\"><path d=\"M2 16C1.45 16 0.979333 15.8043 0.588 15.413C0.196667 15.0217 0.000666667 14.5507 0 14V2C0 1.45 0.196 0.979333 0.588 0.588C0.98 0.196666 1.45067 0.000666667 2 0H18C18.55 0 19.021 0.196 19.413 0.588C19.805 0.98 20.0007 1.45067 20 2V14C20 14.55 19.8043 15.021 19.413 15.413C19.0217 15.805 18.5507 16.0007 18 16H2ZM10 9L18 4V2L10 7L2 2V4L10 9Z\" fill=\"#2360A4\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><!-- irimas-protege-email:v2-no-mailto --><span class=\"js-irimas-protege-email-v2\" style=\"color:#00368A;\" data-irimas-protege-build=\"v2-no-mailto\" data-u=\"Y2hyaXN0b3BoZS5jdWRlbA==\" data-d=\"dWhhLmZy\">Nous \u00e9crire<\/span><script>(function(){if(window.__irimasProtegeEmailV2Init){return;}window.__irimasProtegeEmailV2Init=true;function init(){document.querySelectorAll(\".js-irimas-protege-email-v2\").forEach(function(el){if(el.dataset.irimasReady===\"1\"){return;}var u=el.getAttribute(\"data-u\");var d=el.getAttribute(\"data-d\");if(!u||!d){return;}try{el.textContent=window.atob(u)+\"@\"+window.atob(d);el.dataset.irimasReady=\"1\";}catch(e){}});}if(document.readyState===\"loading\"){document.addEventListener(\"DOMContentLoaded\",init);}else{init();}})();<\/script><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-phone-alt\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M497.39 361.8l-112-48a24 24 0 0 0-28 6.9l-49.6 60.6A370.66 370.66 0 0 1 130.6 204.11l60.6-49.6a23.94 23.94 0 0 0 6.9-28l-48-112A24.16 24.16 0 0 0 122.6.61l-104 24A24 24 0 0 0 0 48c0 256.5 207.9 464 464 464a24 24 0 0 0 23.4-18.6l24-104a24.29 24.29 0 0 0-14.01-27.6z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><span class=\"js-irimas-protege-phone\" data-l=\"KyAzMyAoMCkzIDg5IDMzIDc2IDYx\">T\u00e9l\u00e9phone<\/span><script>(function(){if(window.__irimasProtegePhoneInit){return;}window.__irimasProtegePhoneInit=true;function init(){document.querySelectorAll(\".js-irimas-protege-phone\").forEach(function(el){if(el.dataset.irimasReady===\"1\"){return;}var l=el.getAttribute(\"data-l\");if(!l){return;}try{el.textContent=window.atob(l);el.dataset.irimasReady=\"1\";}catch(e){}});}if(document.readyState===\"loading\"){document.addEventListener(\"DOMContentLoaded\",init);}else{init();}})();<\/script><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f92ccfa e-grid e-con-full e-con e-child\" data-id=\"f92ccfa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd7649a elementor-widget elementor-widget-heading\" data-id=\"cd7649a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Equipe IMTIS<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9bb62a elementor-widget elementor-widget-text-editor\" data-id=\"c9bb62a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h5><strong>Pr Djaffar OULD ABDESLAM<\/strong><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fae918e elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"fae918e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"16\" viewBox=\"0 0 20 16\" fill=\"none\"><path d=\"M2 16C1.45 16 0.979333 15.8043 0.588 15.413C0.196667 15.0217 0.000666667 14.5507 0 14V2C0 1.45 0.196 0.979333 0.588 0.588C0.98 0.196666 1.45067 0.000666667 2 0H18C18.55 0 19.021 0.196 19.413 0.588C19.805 0.98 20.0007 1.45067 20 2V14C20 14.55 19.8043 15.021 19.413 15.413C19.0217 15.805 18.5507 16.0007 18 16H2ZM10 9L18 4V2L10 7L2 2V4L10 9Z\" fill=\"#2360A4\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><!-- irimas-protege-email:v2-no-mailto --><span class=\"js-irimas-protege-email-v2\" style=\"color:#00368A;\" data-irimas-protege-build=\"v2-no-mailto\" data-u=\"ZGphZmFyLm91bGQtYWJkZXNsYW0=\" data-d=\"dWhhLmZy\">Nous \u00e9crire<\/span><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-phone-alt\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M497.39 361.8l-112-48a24 24 0 0 0-28 6.9l-49.6 60.6A370.66 370.66 0 0 1 130.6 204.11l60.6-49.6a23.94 23.94 0 0 0 6.9-28l-48-112A24.16 24.16 0 0 0 122.6.61l-104 24A24 24 0 0 0 0 48c0 256.5 207.9 464 464 464a24 24 0 0 0 23.4-18.6l24-104a24.29 24.29 0 0 0-14.01-27.6z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><span class=\"js-irimas-protege-phone\" data-l=\"KzMzICgwKTMgODkgMzMgNjAgMjA=\">T\u00e9l\u00e9phone<\/span><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc91235 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"bc91235\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-map-marker-alt\" viewBox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M172.268 501.67C26.97 291.031 0 269.413 0 192 0 85.961 85.961 0 192 0s192 85.961 192 192c0 77.413-26.97 99.031-172.268 309.67-9.535 13.774-29.93 13.773-39.464 0zM192 272c44.183 0 80-35.817 80-80s-35.817-80-80-80-80 35.817-80 80 35.817 80 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">IUT Mulhouse, B\u00e2timent G, 1er \u00e9tage, 61 rue Albert Camus, 68093 Mulhouse<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-05934b4 e-grid e-con-full e-con e-child\" data-id=\"05934b4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7faf7a1 elementor-widget elementor-widget-heading\" data-id=\"7faf7a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Equipe MIAM<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a1d136 elementor-widget elementor-widget-text-editor\" data-id=\"0a1d136\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h5><strong>Pr Michel BASSET<\/strong><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a60e14 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"6a60e14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"16\" viewBox=\"0 0 20 16\" fill=\"none\"><path d=\"M2 16C1.45 16 0.979333 15.8043 0.588 15.413C0.196667 15.0217 0.000666667 14.5507 0 14V2C0 1.45 0.196 0.979333 0.588 0.588C0.98 0.196666 1.45067 0.000666667 2 0H18C18.55 0 19.021 0.196 19.413 0.588C19.805 0.98 20.0007 1.45067 20 2V14C20 14.55 19.8043 15.021 19.413 15.413C19.0217 15.805 18.5507 16.0007 18 16H2ZM10 9L18 4V2L10 7L2 2V4L10 9Z\" fill=\"#2360A4\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><!-- irimas-protege-email:v2-no-mailto --><span class=\"js-irimas-protege-email-v2\" style=\"color:#00368A;\" data-irimas-protege-build=\"v2-no-mailto\" data-u=\"bWljaGVsLmJhc3NldA==\" data-d=\"dWhhLmZy\">Nous \u00e9crire<\/span><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-phone-alt\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M497.39 361.8l-112-48a24 24 0 0 0-28 6.9l-49.6 60.6A370.66 370.66 0 0 1 130.6 204.11l60.6-49.6a23.94 23.94 0 0 0 6.9-28l-48-112A24.16 24.16 0 0 0 122.6.61l-104 24A24 24 0 0 0 0 48c0 256.5 207.9 464 464 464a24 24 0 0 0 23.4-18.6l24-104a24.29 24.29 0 0 0-14.01-27.6z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><span class=\"js-irimas-protege-phone\" data-l=\"KzMzICgwKTMgODkgMzMgNjkgNDU=\">T\u00e9l\u00e9phone<\/span><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6afab38 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"6afab38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-map-marker-alt\" viewBox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M172.268 501.67C26.97 291.031 0 269.413 0 192 0 85.961 85.961 0 192 0s192 85.961 192 192c0 77.413-26.97 99.031-172.268 309.67-9.535 13.774-29.93 13.773-39.464 0zM192 272c44.183 0 80-35.817 80-80s-35.817-80-80-80-80 35.817-80 80 35.817 80 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ENSISA, 12 rue des Fr\u00e8res Lumi\u00e8res, 68093 Mulhouse<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb25b9f e-grid e-con-full e-con e-child\" data-id=\"cb25b9f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4ea1e11 e-grid e-con-full e-con e-child\" data-id=\"4ea1e11\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c4636e9 elementor-widget elementor-widget-shortcode\" data-id=\"c4636e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"leaflet-map WPLeafletMap\" style=\"height:250px; width:100%;\"><\/div><script>\nwindow.WPLeafletMapPlugin = window.WPLeafletMapPlugin || [];\nwindow.WPLeafletMapPlugin.push(function WPLeafletMapShortcode() {\/*<script>*\/\nvar baseUrl = atob('aHR0cHM6Ly90aWxlLm9wZW5zdHJlZXRtYXAub3JnL3t6fS97eH0ve3l9LnBuZw==');\nvar base = (!baseUrl && window.MQ) ?\n    window.MQ.mapLayer() : L.tileLayer(baseUrl,\n        L.Util.extend({}, {\n            detectRetina: 0,\n        },\n        {\"subdomains\":\"abc\",\"noWrap\":false,\"maxZoom\":20}        )\n    );\n    var options = L.Util.extend({}, {\n        layers: [base],\n        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data-id=\"c128be5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;tabs_justify_horizontal&quot;:&quot;center&quot;,&quot;horizontal_scroll&quot;:&quot;disable&quot;}\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"202542053\" aria-label=\"Tabs. Open items with Enter or Space, close with Escape and navigate using the Arrow keys.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-2025420531\" data-tab-title-id=\"e-n-tab-title-2025420531\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-2025420531\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tBus\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-2025420532\" data-tab-title-id=\"e-n-tab-title-2025420532\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2025420532\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tTram\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-2025420533\" data-tab-title-id=\"e-n-tab-title-2025420533\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2025420533\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tVoiture\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-2025420531\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2025420531\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-351a10c e-con-full e-flex e-con e-child\" data-id=\"351a10c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d52f2c6 elementor-widget elementor-widget-text-editor\" data-id=\"d52f2c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Depuis la gare de Mulhouse :\u00a0<\/p><p>IUT :\u00a0<\/p><ul><li>prendre la ligne 20 jusqu\u2019\u00e0 l\u2019arr\u00eat Bel-Air,<\/li><li>puis 5 minutes \u00e0 pied.<\/li><\/ul><p>ENSISA :\u00a0<\/p><ul><li>prendre la ligne 31 ou 51 jusqu\u2019\u00e0 l\u2019arr\u00eat Universit\u00e9, ou la ligne 21 arr\u00eat Lumi\u00e8re en haut du campus.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-2025420532\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2025420532\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-5812f14 e-con-full e-flex e-con e-child\" data-id=\"5812f14\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9fb72c3 elementor-widget elementor-widget-text-editor\" data-id=\"9fb72c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Depuis la gare de Mulhouse :\u00a0<\/p><p>IUT :\u00a0<\/p><ul><li>prendre le Tram ligne 1 jusqu\u2019\u00e0 l\u2019arr\u00eat Porte Jeune,<\/li><li>puis prendre le Tram ligne 2 jusqu\u2019\u00e0 l\u2019arr\u00eat Bel-Air,<\/li><li>puis 5 minutes \u00e0 pied.<\/li><\/ul><p>ENSISA :\u00a0<\/p><ul><li>prendre le Tram ligne 1 jusqu\u2019\u00e0 l\u2019arr\u00eat Porte Jeune,<\/li><li>puis prendre le Tram ligne 2 jusqu\u2019\u00e0 l\u2019arr\u00eat Universit\u00e9,<\/li><li>puis 5 minutes \u00e0 pied.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-2025420533\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-2025420533\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-baf3a92 e-con-full e-flex e-con e-child\" data-id=\"baf3a92\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e99c642 elementor-widget elementor-widget-text-editor\" data-id=\"e99c642\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Depuis l&#8217;autoroute A36 :\u00a0<\/p><p>IUT :<\/p><ul><li>prendre la sortie 16a,<\/li><li>prendre la D68, direction \u201cCoteaux\u201d, l\u2019IUT est \u00e0 5 minutes de voiture.<\/li><\/ul><p>ENSISA :\u00a0<\/p><ul><li>prendre la sortie 16a,<\/li><li>prendre la D68, direction \u201cCentre\u201d, le campus est \u00e0 5 minutes de voiture.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Pr\u00e9sentation et Th\u00e9matiques de recherche Le D\u00e9partement ASI de l\u2019IRIMAS constitue le p\u00f4le de r\u00e9f\u00e9rence de l\u2019Universit\u00e9 de Haute-Alsace (UHA) pour la recherche en automatique, traitement du signal et de l\u2019image, instrumentation et m\u00e9canique. 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