{"id":122983,"date":"2024-06-18T15:08:55","date_gmt":"2024-06-18T13:08:55","guid":{"rendered":"https:\/\/lineact.cesi.fr\/?page_id=122983"},"modified":"2025-11-21T14:54:33","modified_gmt":"2025-11-21T13:54:33","slug":"scene-understanding-human-system-interaction","status":"publish","type":"page","link":"https:\/\/lineact.cesi.fr\/en\/engineering-and-numerical-tools\/thematics\/scene-understanding-human-system-interaction\/","title":{"rendered":"Scene underStanding for Human-System Interaction"},"content":{"rendered":"\n<div class=\"wp-block-group section hero is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group hero__text-wrapper is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group hero__text-core is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group hero__text-edito has-yellow-background-color has-background is-layout-flow wp-block-group-is-layout-flow\"><h1 class=\"title--1 is-style-title-cesi-underline wp-block-post-title\"><span>Scene underStanding for Human-System Interaction<\/span><\/h1>\n\n<div class=\"wp-block-post-excerpt\"><p class=\"wp-block-post-excerpt__excerpt\">Discover the theme : &#8220;Scene underStanding for Human-System Interaction&#8221; <\/p><\/div><\/div>\n\n\n\n<div class=\"wp-block-group hero__text-nav smaller-font is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading hero__text-nav-title\">In this page&nbsp;:<\/h2>\n\n\n\n<ul class=\"list-slug wp-block-list\">\n<li><a href=\"#presentation\">Theme presentation<\/a><\/li>\n\n\n\n<li><a href=\"#researchers\">Researchers<\/a><\/li>\n\n\n\n<li><a href=\"#phd\">PhD Students<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div id=\"presentation\" class=\"wp-block-group section is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span><strong><strong>Theme presentation<\/strong><\/strong><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading title--3\"><strong>Application Areas<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Construction 4. 0 and sustainable city<\/li>\n\n\n\n<li>Industry 5.0<\/li>\n\n\n\n<li>Digital services<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading title--3\"><strong>Key Research Questions<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>How to model and exploit business data and knowledge for digital twins interfaced in XR?<\/li>\n\n\n\n<li>How to estimate pose and detect human, objects and behaviors (action, gesture of interest, emotion) with a frugal AI approach in an industrial environment?<\/li>\n\n\n\n<li>How to update the digital twin using perception information?<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-invisible\"\/>\n\n\n\n<h3 class=\"wp-block-heading title--3\"><strong>Illustrations of Scientific Activity<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-group editorial__picture editorial__aside is-style-editorial-aside-big editorial__aside--picture is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"665\" height=\"404\" src=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2024\/06\/DTHAR_2023.png\" alt=\"\" class=\"wp-image-122978\" srcset=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2024\/06\/DTHAR_2023.png 665w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2024\/06\/DTHAR_2023-360x219.png 360w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2024\/06\/DTHAR_2023-500x304.png 500w\" sizes=\"auto, (max-width: 665px) 100vw, 665px\" \/><\/figure>\n<\/div>\n\n\n\n<p>Dallel et al., 2023. Digital twin of an industrial workstation: A novel method of an auto-labeled data generator using virtual reality for human action recognition in the context of human\u2013robot collaboration. <em>Engineering Applications of Artificial Intelligence<\/em>. <a href=\"https:\/\/hal.science\/hal-04064208\">hal-04064208<\/a><\/p>\n\n\n\n<p>JENII Project (Interactive and Immersive Digital Learning Twins), France 2030 \u2013 DEMOES, 42 Months. R&amp;D on the Digital Twins of the Industry of the Future and Metal Additive Manufacturing platforms.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-invisible\"\/>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Projet JENII (Jumeaux d\u2019Enseignement Num\u00e9riques Interactifs et Immersifs), France 2030\" width=\"980\" height=\"551\" src=\"https:\/\/www.youtube.com\/embed\/fp2HW4OhUP8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-invisible\"\/>\n\n\n\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<p>Feddoul et al., 2023. Exploring human-machine collaboration in industry: a systematic literature review of digital twin and robotics interfaced with extended reality technologies. <em>International Journal of Advanced Manufacturing Technology<\/em>. <a href=\"https:\/\/hal.science\/hal-04305917\">hal-04305917<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image alignfull size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1412\" height=\"760\" src=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2024\/04\/Article_Yassine.png\" alt=\"\" class=\"wp-image-117231\" srcset=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2024\/04\/Article_Yassine.png 1412w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2024\/04\/Article_Yassine-360x194.png 360w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2024\/04\/Article_Yassine-500x269.png 500w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2024\/04\/Article_Yassine-768x413.png 768w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2024\/04\/Article_Yassine-1024x551.png 1024w\" sizes=\"auto, (max-width: 1412px) 100vw, 1412px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div id=\"researchers\" class=\"wp-block-group section has-grey-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span><strong>Researchers<\/strong><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ABOUELAZIZ Ilyass<\/li>\n\n\n\n<li>AL ASSAAD Hiba<\/li>\n\n\n\n<li>ALBOODY Ahed<\/li>\n\n\n\n<li>ASSILA Ahlem<\/li>\n\n\n\n<li>BARANGE Mukesh<\/li>\n\n\n\n<li>BAUDRY David<em>, HDR<\/em><\/li>\n\n\n\n<li>BEN LETAIFA Leila<\/li>\n\n\n\n<li>BOHI Amine<\/li>\n\n\n\n<li>CHAIEB Ramzi<\/li>\n\n\n\n<li>DING Yuehua<em>, HDR<\/em><\/li>\n\n\n\n<li>DUPUIS Yohan<em>, HDR<\/em><\/li>\n\n\n\n<li>DUVAL Fabrice<em>, HDR<\/em><\/li>\n\n\n\n<li>EL ZAHER, Madeleine<\/li>\n\n\n\n<li>HAVARD Vincent<em>, HDR<\/em><\/li>\n\n\n\n<li>HINDAWI Mohammed<\/li>\n\n\n\n<li>MOURCHID Youssef<\/li>\n\n\n\n<li>NOBLECOURT Sylvain<\/li>\n\n\n\n<li>PREAULT C\u00e9lestin<\/li>\n\n\n\n<li>RAGOT Nicolas<\/li>\n\n\n\n<li>SALMI Rim<\/li>\n\n\n\n<li>ZGHAL Mourad<em>, HDR<\/em><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div id=\"phd\" class=\"wp-block-group section is-style-editorial-aside-small has-white-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span><strong>PhD Students:<\/strong><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CHOUDHARY Sunil, Pose estimation of lightly textured objects in an industrial context, 2024<\/li>\n\n\n\n<li>BENMESSABIH Toufik, Continuous camera-based analysis and recognition of human movement for human-robot interaction and workstation design in an Industry 5.0 context, 2023<\/li>\n\n\n\n<li>COURALLET, Alexandre, Demonstration editing of complex scenarios involving human and autonomous agents in an industrial context in an immersive digital twin, 2023<\/li>\n\n\n\n<li>KOFFI Yao Tresor, Towards a multimodal approach using machine\/deep learning: application for patient monitoring in a connected space, 2023<\/li>\n\n\n\n<li>OLLEIK Hossein , Coupling visual and proprioceptive odometry for mapping self-calibrated heterogeneous carriers in a dynamic and complex environment without GPS, 2023<\/li>\n\n\n\n<li>FEDDOUL Yassine, Contextual information from the digital twin in augmented perception for industrial robotics and human-robot collaboration, 2022<\/li>\n\n\n\n<li>ACHOUR Abdessalem, Real-time semantic mapping via data fusion from individual perceptions of a swarm of mobile robots in a human-robot industrial context, 2021<\/li>\n<\/ul>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Discover the theme : &#8220;Scene underStanding for Human-System Interaction&#8221;<\/p>\n","protected":false},"author":78,"featured_media":0,"parent":124206,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-122983","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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