{"id":643,"date":"2023-06-25T23:59:21","date_gmt":"2023-06-25T23:59:21","guid":{"rendered":"https:\/\/website.prod.unilu.spikeseed.cloud\/snt-en\/?post_type=research-groups&#038;p=643"},"modified":"2025-06-18T16:45:07","modified_gmt":"2025-06-18T14:45:07","slug":"research","status":"publish","type":"research-groups","link":"https:\/\/www.uni.lu\/snt-en\/research-groups\/cvi2\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<div class=\"section py-0 static\">\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\"><!-- SecondaryNavigationMirror --><div class=\"js-secondary-nav--sticky wp-block-unilux-blocks-secondary-navigation\" id=\"88c4341e-7f49-43ba-9e75-5aebc666c7ad\">\n    <nav id=\"secondary-navigation\" role=\"navigation\" aria-label=\"Secondary menu\" class=\"secondary-nav\">\n        <button class=\"secondary-nav__button btn btn-solid--primary w-full\" aria-expanded=\"false\" aria-controls=\"secondary-navigation__list\" title=\"The selected page is Research\" type=\"button\">\n            <span class=\"btn__name mr-auto\">Research<\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\" \/>\n            <\/svg>\n        <\/button>\n\n        <ul id=\"secondary-navigation__list\" class=\"secondary-nav__list\">\n            <li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/cvi2\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Overview<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/cvi2\/research\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link isactived\" aria-current=\"page\">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Research<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/cvi2\/datasets-competitions\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Datasets &amp;<br>Competitions<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/cvi2\/facilities\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Facilities<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/cvi2\/publications\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Publications<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/cvi2\/partners\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Partners<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/cvi2\/people\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">People<\/span>\n    <\/a>\n<\/li>\n        <\/ul>\n    <\/nav>\n<\/div>\n<!-- end SecondaryNavigationMirror --><\/div><\/section>\n\n\n<section class=\"section section pb-0 wp-block-unilux-blocks-page-intro \">\n    \n<div class=\"wp-block-unilux-blocks-wrapper container xl:max-w-screen-xl\">\n<div class=\"wp-block-unilux-blocks-wrapper flex flex-wrap -mx-16\">\n<div class=\"wp-block-unilux-blocks-wrapper flex-1 mb-48 px-16\">\n<h1 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"our-research\"\n    >\nOur Research<\/h1>\n\n\n\n<p>CVI2 conducts research in real-world applications of computer vision, image analysis, and machine intelligence, with extensive development of AI approaches. Typical fields of application are space, Industry 4.0, surveillance, cybersecurity, healthcare, and automotive. The expertise of CVI2 spans all stages of computer vision, including acquisition, processing, analysis, and decision.<\/p>\n\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/snt-en\/contact\/\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >Contact Us<\/a>\n<\/li>\n\n\n<li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/en\/news-overview\/?fq_news-taxonomies-organisation%5B%5D=computer-vision-imaging-and-machine-intelligence-research-group-cvi2%7CComputer+Vision%2C+Imaging+and+Machine+Intelligence+Research+Group+%28CVI2%29%7COrganisation\"\n                target=\"_self\"\n        class=\"btn btn--secondary\"\n            >Our Latest News<\/a>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper w-full md:w-auto px-16\">\n<div class=\"wp-block-unilux-blocks-wrapper flex flex-col items-center\">\n<h2 class=\"text-h4 has-text-align-left wp-block-unilux-blocks-heading\"        id=\"can-you-stilltrust-youreyes\"\n    >\nCan You Still<br>Trust Your<br>Eyes?<\/h2>\n\n\n<a class=\"wp-block-unilux-blocks-button-highlight-square\"\n    href=\"https:\/\/snt-highlights.uni.lu\/2022\/03\/10\/can-you-still-trust-your-eyes\/\"\n    target=\"_blank\"\n>\n    <span class=\"btn-highlight-square__container\">\n        <div class=\"btn-highlight-square__body\">\n    <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--external-link icon--xl\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--external-link\"><\/use><\/svg>    <span class=\"btn btn--dark\">\n        \n<span class=\"btn__name wp-block-unilux-blocks-plain-text\">Read the Article<\/span>    <\/span>\n<\/div><figure class=\"wp-block-dev4-reusable-blocks-image image-bg object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/can-you-still-trust-your-eyes-cvi2-partnership.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/can-you-still-trust-your-eyes-cvi2-partnership-300x225.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/can-you-still-trust-your-eyes-cvi2-partnership-768x576.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/can-you-still-trust-your-eyes-cvi2-partnership.png 1024w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 3\/4; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure>    <\/span>\n<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<section class=\"section  wp-block-unilux-blocks-content-card-full-width \">\n    <div class=\"container 2xl:max-w-screen-2xl\">\n        <div class=\"max-w-11\/12\">\n            <div class=\"content-card content-card--right content-card__overlay--hidden wp-block-unilux-blocks-content-card\">\n    \n<h2 class=\"content-card__heading has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers-partners\"\n    >\nResearchers &amp; Partners<\/h2>\n<div class=\"content-card__visual wp-block-unilux-blocks-content-card-visual-area\">\n    \n<section class=\"wp-block-unilux-blocks-image-video-wrapper\">\n    <figure class=\"wp-block-dev4-reusable-blocks-image  object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"Computer vision\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/418.jpg\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/418-300x200.jpg 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/418-768x512.jpg 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/5\/2023\/06\/418.jpg 1024w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 3\/2; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure><\/section>\n<div class=\"wp-block-unilux-blocks-wrapper content-card__overlay\">\n<a class=\"wp-block-unilux-blocks-button-highlight-rounded bottom-left\" \n    href=\"#\"\n    target=\"_self\"\n>\n    \n<span class=\"btn-highlight-rounded__name wp-block-unilux-blocks-plain-text\"><\/span>    <span class=\"icon-rounded\">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>    <\/span>\n<\/a><\/div>\n<\/div><div class=\"content-card__body  wp-block-unilux-blocks-content-card-free-area\">\n    \n<div class=\"wp-block-columns is-layout-flex wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>The group\u2019s strong focus on practical applications translates to the development of innovative imaging, vision and machine learning algorithms. Ambitious researchers in computer vision and artificial intelligence, with a background in one or multiple application domains of these technologies, will find an international and diverse team set on obtaining relevant and impactful results, in which they can grow professionally.<\/p>\n\n\n\n<p>Companies and public entities seeking support with real-life challenges in computer vision will find a group with proven experience in bringing requirements to completion.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p> The group focuses on applications for computer vision principles in use cases such as smart factories, in-orbit satellite repairs, and facial recognition for security, among others. Close collaboration and regular exchanges define the partnership model of CVI2. Their activities are supported by SnT\u2019s Computer Vision Lab, a dedicated laboratory equipped with state-of-the-art cameras and sensors (2D, RGB-D, infrared, Lidar, MOCAP system, etc.), and Zero-G Lab, a facility for orbital space sensing activities.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>        <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"research-projects\"\n    >\nResearch projects<\/h2>\n\n\n<ul class=\"flex flex-wrap mt-24 -mx-16  wp-block-unilux-blocks-free-content-card\">\n    <li class=\"w-full sm:w-1\/2 lg:w-1\/3 px-16  wp-block-unilux-blocks-free-content-card-item\">\n    <div class=\"ulux-card card-project-related bg-theme\">\n        <div class=\"ulux-card__container card__container\">\n                        <div class=\"ulux-card__body wp-block-unilux-blocks-free-content-card-item-body\">\n    \n<span class=\"ulux-card__related wp-block-unilux-blocks-plain-text\">FREE-3D<\/span>\n<h3 class=\"ulux-card__title has-text-align-left wp-block-unilux-blocks-heading\"        id=\"feature-based-reverse-engineering-of-3d-scans\"\n    >\nFeature-based Reverse Engineering of 3D Scans<\/h3>\n<div class=\"ulux-card__link-wrapper card__link wp-block-unilux-blocks-simple-cta\">\n    <a\n        href=\"https:\/\/www.uni.lu\/snt-en\/research-projects\/free-3d\/\"\n        class=\"link-text link-text--icon ulux-card__link link-text link-absolute\"\n        target=\"\"\n    >\n        <span class=\"link-text__body\">\n            <span class=\"link-text__name\">Learn more<\/span>\n        <\/span>\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>    <\/a>\n<\/div>\n<\/div>        <\/div>\n    <\/div>\n<\/li><\/ul>\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list justify-center\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/research-en\/research-projects-overview\/?fq_research-projects-taxonomies-organisation%5B%5D=computer-vision-imaging-and-machine-intelligence-research-group-cvi2%7CComputer+Vision%2C+Imaging+and+Machine+Intelligence+Research+Group+%28CVI2%29%7COrganisation\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >All projects<\/a>\n<\/li>\n<\/ul>\n<\/div><\/section>\n\n\n\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"our-recent-projects\"\n    >\nOur Recent Projects<\/h2>\n\n\n\n<div class=\"wp-block-unilux-blocks-accordion accordion accordion--theme accordion-standard\" data-reference=\"2aa35924-9481-4e95-9ec5-529632272324\" data-accordion-type=\"standard\"><div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-4a726ad1-4281-43f5-a65a-030cd86e6e18\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-4a726ad1-4281-43f5-a65a-030cd86e6e18\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-4a726ad1-4281-43f5-a65a-030cd86e6e18\"\n        >\n            <span class=\"accordion__title\">\n                                Enabling Learning and Inferring compact deep neural network Topologies on Edge devices (ELITE)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-4a726ad1-4281-43f5-a65a-030cd86e6e18\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-4a726ad1-4281-43f5-a65a-030cd86e6e18\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>36 months +12 \u2013 01\/09\/2022<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR CORE<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Prof. Djamila Aouada, Dr. Enjie Ghorbel, Michele Jamrozik, Peyman Rostami<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>LMO, Melbourne Space Laboratory (MSL) at University of Melbourne<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>The primary goal of the project \u201cELITE: Enabling Learning and Inferring compact deep neural network Topologies on Edge devices\u201d is to investigate new ways to build compact DNNs from scratch by 1) using efficient latent representations and their factors of variations and 2) exploiting NAS based techniques for minimal deep architectural design. The final objective is to construct compact DNN models suitable for edge devices for space missions.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-e2da556d-18b7-402d-a754-b4dabe1d545f\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-e2da556d-18b7-402d-a754-b4dabe1d545f\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-e2da556d-18b7-402d-a754-b4dabe1d545f\"\n        >\n            <span class=\"accordion__title\">\n                                Multi-modal Fusion of Electro-optical Sensors for Spacecraft Pose Estimation Towards Autonomous in-Orbit Operations (MEET-A)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-e2da556d-18b7-402d-a754-b4dabe1d545f\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-e2da556d-18b7-402d-a754-b4dabe1d545f\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>36 months +12 \u201301\/01\/2021<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR Bridges<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Dr. Vincent Gaudilliere, Mohamed Ali, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>LMO<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Satellites autonomously meeting in a rendezvous approach is the next biggest revolution in space. This starts by endowing satellites with the capability of accurately and robustly determining their relative pose without cooperating with other spacecrafts. Existing solutions are still not accurate enough to be deployed in space. To enhance these approaches and enable their applicability, the MEET-A project proposes to use multi-modal fusion of passive Electro-Optical data based on thermal and visible-range cameras. With the appropriate fusion strategy, richer information will be used effectively to introduce two key innovations.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-7a6d1086-0df3-4e8e-8d70-05f17a9dfa60\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-7a6d1086-0df3-4e8e-8d70-05f17a9dfa60\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-7a6d1086-0df3-4e8e-8d70-05f17a9dfa60\"\n        >\n            <span class=\"accordion__title\">\n                                Deep Learning-based In-orbit Space Situational Awareness (DIOSSA)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-7a6d1086-0df3-4e8e-8d70-05f17a9dfa60\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-7a6d1086-0df3-4e8e-8d70-05f17a9dfa60\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>16 months \u2013 01\/11\/2021<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>ESA<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Dr. Arunkumar Rathinam, Dr. Leo Pauly, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>LMO<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>LMO in partnership with SnT (91短视频) is carrying out the Development of In-Orbit Servicing Space Situational Awareness. The Space Situational Awareness (SSA) payload autonomously derives the 6 Degrees of Freedom (DoF) pose estimation of a target space resident object under any illumination condition and is part of the spacecraft Guidance, Navigation and Control (GNC) system. The objective of this project is the design, development, verification and qualification of the SSA payload for space application.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-22dbdf85-9176-43a5-ba3e-613236fc7979\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-22dbdf85-9176-43a5-ba3e-613236fc7979\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-22dbdf85-9176-43a5-ba3e-613236fc7979\"\n        >\n            <span class=\"accordion__title\">\n                                Space Situational Awareness Instrumentation            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-22dbdf85-9176-43a5-ba3e-613236fc7979\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-22dbdf85-9176-43a5-ba3e-613236fc7979\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>48 months &#8211; 01\/01\/2020<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>LMO<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Dr. Vincent Gaudilliere, Mohamed Adel Mohamed Ali, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>LMO<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>The general objective of this project is to develop computer vision solutions for Space Situational Awareness with a focus on spacecraft pose estimation using multiple modalities.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-90babfa1-4a14-404c-9538-b342682b0af1\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-90babfa1-4a14-404c-9538-b342682b0af1\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-90babfa1-4a14-404c-9538-b342682b0af1\"\n        >\n            <span class=\"accordion__title\">\n                                <strong>Feature-based Reverse Engineering Of 3D Scans (FREE-3D)<\/strong>            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-90babfa1-4a14-404c-9538-b342682b0af1\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-90babfa1-4a14-404c-9538-b342682b0af1\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>36 months +12 &#8211; 01\/05\/2022<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR Bridges<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Dr. Anis Kacem, Sk Aziz Ali, Ahmet Serdar Karadeniz, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Artec3D<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Recently, some efforts have been made for proposing AI algorithms that learn Computer-Aided Designs (CADs) of real objects. The idea of these methods is to scan objects using 3D scanners and conclude CAD procedures. However, current solutions either require the input of the designers or are limited to simple objects and are not compliant with modern CAD workflows. The FREE-3D project focus on automatically learning modern CAD procedures by learning parametric representations from 3D scans, leveraging their geometrical and topological structure, and exploiting the sequential nature of CAD procedures.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-4d72de2b-f1ef-4a11-9e03-6d512807264d\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-4d72de2b-f1ef-4a11-9e03-6d512807264d\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-4d72de2b-f1ef-4a11-9e03-6d512807264d\"\n        >\n            <span class=\"accordion__title\">\n                                Deep Learning of 3D Scanned Data            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-4d72de2b-f1ef-4a11-9e03-6d512807264d\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-4d72de2b-f1ef-4a11-9e03-6d512807264d\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>48 months &#8211; 01\/12\/2020<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Artec3D<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Dr. Anis Kacem, Sk Aziz Ali, Elona Dupont, Ahmet Serdar Karadeniz, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Artec3D<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>The general idea of this project is to investigate recent advances of geometric deep learning to leverage raw 3D scans to higher level representations. One of the main goals is to infer Computer-Aided Design (CAD) models directly from 3D scans. To that aim, multiple aspects are being considered such as 3D scan refinement and parametrization, geometrical detail enhancement, etc. As geometric deep learning methods are the focus of this project, a unique dataset called CC3D dataset of more than 50k pairs of scans\/CAD models has been collected and can be requested.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-41f02a21-b858-4297-a097-d0bfdaea1923\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-41f02a21-b858-4297-a097-d0bfdaea1923\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-41f02a21-b858-4297-a097-d0bfdaea1923\"\n        >\n            <span class=\"accordion__title\">\n                                DeepFake Detection using Spatio-Temporal-Spectral Representations for Effective Learning (FakeDeTer)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-41f02a21-b858-4297-a097-d0bfdaea1923\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-41f02a21-b858-4297-a097-d0bfdaea1923\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>36 +12 months &#8211; 01\/03\/2022<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR Bridges<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Dr. Enjie Ghorbel, Kankana Roy, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>POST<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>With the fast advances in artificial intelligence, deepfake videos are becoming more accessible and realistic-looking. Their twisted use, constitutes a threat to society. Existing deepfake detection methods mostly rely on exploiting discrepancies caused by a given generation method. The goal of FakeDeTeR is to define a more generic approach that captures even deepfakes generated by unknown methods. To that end, discriminative learning-based spatio-temporal-spectral representations are investigated. Leveraging geometric, dynamic, and semantic models as priors will ensure that the smallest relevant deviations are captured. Coupling videos with sound in a cross-modal representation will further empower the proposed solution.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-24966866-02cb-4d73-bdd8-2a193770abfc\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-24966866-02cb-4d73-bdd8-2a193770abfc\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-24966866-02cb-4d73-bdd8-2a193770abfc\"\n        >\n            <span class=\"accordion__title\">\n                                Face Identification Under Deformations (ID-form)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-24966866-02cb-4d73-bdd8-2a193770abfc\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-24966866-02cb-4d73-bdd8-2a193770abfc\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>42 months &#8211; 01\/05\/2018<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR CORE PPP<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Dr. Anis Kacem, Kseniya Cherenkova, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Artec3D<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Being constrained to keep a straight face should no longer be a condition for a well-performing face recognition system. IDform proposes to robustly identify people from their faces in full dynamic conditions. The idea is to build on the success of today\u2019s best performing face systems that use deep learning; however, instead of chasing the biggest datasets, the strategy is to use efficient facial models that can provide stable statistical information. .<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-d2df1d47-dc48-4681-b7ee-660550a48a89\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-d2df1d47-dc48-4681-b7ee-660550a48a89\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-d2df1d47-dc48-4681-b7ee-660550a48a89\"\n        >\n            <span class=\"accordion__title\">\n                                UNsupervised multi-type explainable deepFAKE detection (UNFAKE)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-d2df1d47-dc48-4681-b7ee-660550a48a89\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-d2df1d47-dc48-4681-b7ee-660550a48a89\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>36 +12 months &#8211; 01\/09\/2021<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR IF<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Nesryne Mejri, Dr. Enjie Ghorbel, Prof. Djamila Aouada,<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>POST<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Given the threat of deepfakes, significant efforts have been made for proposing deepfake detection methods. Nevertheless, these methods remain not sufficiently mature for real-world deployment. as they usually specialise in detecting one type of deepfakes, which limits their generalisation capability, and typically rely on very large models. Hence, UNFAKE aims to provide a more realistic deepfake detection framework that generalises across different types of deepfakes by using an unsupervised explainable and low-weight learning framework to learn richer deep representations.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-e2b6a690-547a-43e8-8863-17bddca915d0\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-e2b6a690-547a-43e8-8863-17bddca915d0\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-e2b6a690-547a-43e8-8863-17bddca915d0\"\n        >\n            <span class=\"accordion__title\">\n                                Authenticate Digital Assets using Space Data (Skytrust)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-e2b6a690-547a-43e8-8863-17bddca915d0\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-e2b6a690-547a-43e8-8863-17bddca915d0\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>12 months &#8211; 01\/03\/2021<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>ESA<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Dr. Enjie Ghorbel, Dr. Laura Lopez Fuentes, Kankana Roy, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>POST, Intech, Codare<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>The objective of the Skytrust project is to build and improve the trust in any digital asset by securing the authenticity of its content from its creation through a novel and scalable solution associated with a blockchain infrastructure. Our specific role in this project is to design an artificial intelligence solution to detect anomalous behaviors using the aforementioned metadata collected from a mobile and detect any manipulation of the digital asset content<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-e997bed1-0d62-4036-b2e3-177a60fd89df\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-e997bed1-0d62-4036-b2e3-177a60fd89df\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-e997bed1-0d62-4036-b2e3-177a60fd89df\"\n        >\n            <span class=\"accordion__title\">\n                                Proving Digital Asset Integrity Using Deepfake Detection            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-e997bed1-0d62-4036-b2e3-177a60fd89df\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-e997bed1-0d62-4036-b2e3-177a60fd89df\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>36 months &#8211; 01\/09\/2021<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>POST<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Dr. Enjie Ghorbel, Dr. Laura Lopez Fuentes, Kankana Roy, Nesryne Mejri, Pavel Chernakov, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>In order to recover confidence in the growing digital ecosystem, especially in this new era of fake news and DeepFakes, the goal of this project is to strengthen the confidence in the integrity of a digital asset through its content (e.g., videos, photos, audio). The project will investigate the latest approaches for detecting manipulation of images and videos. New approaches will be proposed improving existing solutions.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-0cf9ed54-ba44-4f91-b1db-f4f43bf5181c\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-0cf9ed54-ba44-4f91-b1db-f4f43bf5181c\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-0cf9ed54-ba44-4f91-b1db-f4f43bf5181c\"\n        >\n            <span class=\"accordion__title\">\n                                Visual Quality Control in Manufacturing            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-0cf9ed54-ba44-4f91-b1db-f4f43bf5181c\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-0cf9ed54-ba44-4f91-b1db-f4f43bf5181c\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>48 months \u2013 01\/01\/2020<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Datathings<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Joe Lorentz, Inder Pal Singh, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>The project objective is to investigate the use of Deep Neural Networks (DNNs) for on-the-edge image analytics, i.e., product control in the industrial domain. The ever-growing throughput and quality demands of modern manufacturing make it impossible to rely on the human eye for a rising number of quality assessment procedures. This development leads to the introduction of computer vision algorithms, widely used in different fields, e.g., food industry, production of printed board-circuits. This project will investigate ways to improve the explainability of DNN-driven classification. An additional target is to investigate methods enabling classifiers to adapt to varying production conditions.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-2b0497b2-50cf-4e92-93b6-5ce49a4fa53b\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-2b0497b2-50cf-4e92-93b6-5ce49a4fa53b\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-2b0497b2-50cf-4e92-93b6-5ce49a4fa53b\"\n        >\n            <span class=\"accordion__title\">\n                                Towards edge-optimized deep learning for explainable quality control (DETECT)            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-2b0497b2-50cf-4e92-93b6-5ce49a4fa53b\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-2b0497b2-50cf-4e92-93b6-5ce49a4fa53b\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>48 months &#8211; 01\/01\/2020<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR IF<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Joe Lorentz, Prof. Djamila Aouada<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Datathings<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>The current evolution of the manufacturing domain towards the so-called industry 4.0 demands for more flexible solutions. Deep Neural Networks (DNNs) provide this by automatically learning high level features. However, its wide-spread application in industry is mainly hampered by two factors: high hardware demands and lacking explainability of classification decisions. Neural networks tend to rely heavily on features, which are unintuitive for human perception. This makes it difficult to justify decisions without profound knowledge of the technology. As a consequence, DNNs are currently unsuited for human-machine-interaction, which is a major design principle of industry 4.0.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-750ad2b1-4b03-498d-8fef-9f822d80a815\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-750ad2b1-4b03-498d-8fef-9f822d80a815\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-750ad2b1-4b03-498d-8fef-9f822d80a815\"\n        >\n            <span class=\"accordion__title\">\n                                SmartSchoul2025: The future Luxembourg School            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-750ad2b1-4b03-498d-8fef-9f822d80a815\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-750ad2b1-4b03-498d-8fef-9f822d80a815\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>42 months- 01\/01\/2019<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR PSP Flagship<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>CVI2 reasearchers, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>LESC, SCRIPT, DataThings, Artec3D, FNR<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>SnT has partnered with the Ministry of National Education represented by its department for the Coordination of Educational and Technological Research and Innovation SCRIPT and the Lyc\u00e9e Edward Steichen \u00e0 Clervaux (LESC) in defining the Smart Schoul 2025 project. The goal of this project is to create a fertile environment for pupils to be motivated to participate in designing digital tools and solutions. Being exposed to computer science at an early age could potentially trigger the switch and inspire a digital to become a digital creator or, at least, an ICT enthusiast.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"accordion__item  wp-block-unilux-blocks-accordion-item\">\n    <h3 class=\"accordion__header\"\n        >\n        <button\n            type=\"button\"\n            id=\"accordion-labelledby-3243a70f-10e0-4e94-a5a5-ac7b4672de47\"\n            class=\"accordion__button collapsed\"\n            aria-expanded=\"false\"\n            aria-controls=\"accordion-panel-3243a70f-10e0-4e94-a5a5-ac7b4672de47\"\n            data-bs-toggle=\"collapse\"\n            data-bs-target=\"#accordion-panel-3243a70f-10e0-4e94-a5a5-ac7b4672de47\"\n        >\n            <span class=\"accordion__title\">\n                                Remix Science: The Sound of Data \u2013 Science meets Music            <\/span>\n\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h3>\n    <div id=\"accordion-panel-3243a70f-10e0-4e94-a5a5-ac7b4672de47\"\n        class=\"accordion__collapse collapse\"\n        aria-labelledby=\"accordion-labelledby-3243a70f-10e0-4e94-a5a5-ac7b4672de47\"\n        data-bs-parent=\"[data-reference=&quot;2aa35924-9481-4e95-9ec5-529632272324&quot;]\"\n    >\n        <div class=\"accordion__body \">\n            \n<ul class=\"wp-block-unilux-blocks-highlighted-list list-highlighted list-highlighted--course\"><li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"duration\"\n    >\nDuration:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>24 months \u2013 01\/12\/2020<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"funding-source\"\n    >\nFunding source:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>Esch 2022<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"researchers\"\n    >\nResearchers:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>CVI2 researchers, Prof. Djamila Aouada (PI)<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"partners\"\n    >\nPartners:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>FNR , Rockhal, LIST , Uni.lu<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"description\"\n    >\nDescription:<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p>The Sound of Data explores new ways of creating, performing, and experiencing music and art by using multi source data as the building blocks in the creative process, i.e. remixing the scientific and artistic approaches herein. It is centered around the idea to use datasets obtained in different contexts as a core determinant of a musical composition. The developed concepts will be applied to different datasets (traffic data, historical data, crowd sourcing data and 3D body scan data) to focus on topics with high societal relevance of to the focus area and to address the artistic headlines of Esch 2022.<\/p>\n<\/div><\/div><\/li>\n\n<li class=\"list-highlighted__item  items-start wp-block-unilux-blocks-highlighted-list-item\">\n    <header class=\"list-highlighted__header wp-block-unilux-blocks-highlighted-list-item-header\">\n    \n<h4 class=\"title text-18 font-bold has-text-align-left wp-block-unilux-blocks-heading\"        id=\"project-details-pdf\"\n    >\nProject details (PDF):<\/h4>\n<div class=\"wp-block-unilux-blocks-bigtext\">\n    <span>\n        \n    <\/span>\n<\/div><\/header><div class=\"list-highlighted__body wp-block-unilux-blocks-highlighted-list-item-body\">\n    <div class=\"wp-block-unilux-blocks-highlighted-list-item-free-content-area\">\n    \n<p><\/p>\n<\/div><\/div><\/li><\/ul>\n        <\/div>\n    <\/div>\n<\/div><\/div>\n<\/div><\/section>\n\n\n\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\"><section class=\"section section wp-block-unilux-blocks-quick-link-discover-section\">\n    <div class=\"container xl:max-w-screen-xl\">\n        \n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"discover-more-about-cvi2\"\n    >\nDiscover More 91短视频 CVI2<\/h2>\n\n<ul class=\"wp-block-unilux-blocks-quick-link-discover quick-link-list\">\n<li class=\"wp-block-unilux-blocks-quick-link-discover-item\">\n    <a\n                    href=\"https:\/\/www.uni.lu\/snt-en\/facilities\/computer-vision-lab\/\"\n                    class=\"quick-link\"\n            target=\"\"\n    >\n            <span class=\"quick-link__container\">\n                <span class=\"quick-link__text\">\n                    Computer Vision Lab                <\/span>\n                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>            <\/span>\n    <\/a>\n<\/li>\n\n\n\n<li class=\"wp-block-unilux-blocks-quick-link-discover-item\">\n    <a\n                    href=\"https:\/\/www.uni.lu\/snt-en\/facilities\/zero-g-lab\/\"\n                    class=\"quick-link\"\n            target=\"\"\n    >\n            <span class=\"quick-link__container\">\n                <span class=\"quick-link__text\">\n                    Zero-G Lab                <\/span>\n                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>            <\/span>\n    <\/a>\n<\/li>\n\n\n\n<li class=\"wp-block-unilux-blocks-quick-link-discover-item\">\n    <a\n                    href=\"https:\/\/www.uni.lu\/snt-en\/research-groups\/cvi2\/partners\/\"\n                    class=\"quick-link\"\n            target=\"\"\n    >\n            <span class=\"quick-link__container\">\n                <span class=\"quick-link__text\">\n                    Partners                <\/span>\n                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>            <\/span>\n    <\/a>\n<\/li>\n<\/ul>\n    <\/div>\n<\/section><\/div><\/section>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>CVI2 conducts research in real-world applications of computer vision, image analysis, and machine intelligence, with extensive development of AI approaches. Typical fields of application are space, Industry 4.0, surveillance, cybersecurity, healthcare, and automotive. The expertise of CVI2 spans all stages of computer vision, including acquisition, processing, analysis, and decision.<\/p>\n","protected":false},"author":39,"featured_media":0,"parent":627,"menu_order":0,"template":"","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"Computer Vision, Imaging and Machine Intelligence (CVI2)","uluxPrePostTitle":"Research Group","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false},"field-of-interest":[],"organisation":[],"authorship":[39,156,310],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - 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