{"id":52,"date":"2024-04-02T11:11:07","date_gmt":"2024-04-02T09:11:07","guid":{"rendered":"https:\/\/projets.litislab.fr\/inari\/?page_id=52"},"modified":"2024-11-17T19:14:53","modified_gmt":"2024-11-17T18:14:53","slug":"inari-vision-multimodale-pour-une-navigation-et-une-commande-robuste-de-vehicule-autonome","status":"publish","type":"page","link":"https:\/\/projets.litislab.fr\/inari\/","title":{"rendered":"INARI : vIsion multimodale pour une NAvigation et une commande Robuste de v\u00e9hIcule autonome"},"content":{"rendered":"\n<div class=\"wp-block-cover is-light has-parallax has-button-hover-text-color-color has-text-color has-link-color wp-elements-52f663c2b66171e4261bbf7d5a4dddab\" style=\"min-height:100vh;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-20 has-background-dim\" style=\"background-color:#d3753a\"><\/span><div class=\"wp-block-cover__image-background wp-image-17 has-parallax\" style=\"background-position:50% 50%;background-image:url(https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/filiz-elaerts-e885agx2uVY-unsplash-scaled-1.jpg)\"><\/div><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center\" style=\"font-size:50px\">INARI : vIsion multimodale pour une NAvigation et une commande Robuste de v\u00e9hIcule autonome<\/p>\n<\/div><\/div>\n\n\n\n<h1 class=\"wp-block-heading has-text-align-center\" id=\"description\">INARI project<\/h1>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:30%\">\n<h2 class=\"wp-block-heading\">Project Objectives<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:70%\">\n<ul class=\"wp-block-list\">\n<li>Explore the effectiveness of different modalities for multi-sensor data fusion<\/li>\n\n\n\n<li>Utilize unconventional polarization imaging for detecting pavement conditions<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:30%\">\n<h2 class=\"wp-block-heading\">Key Features<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:70%\">\n<ul class=\"wp-block-list\">\n<li>Multi-Sensor Data Fusion\n<ul class=\"wp-block-list\">\n<li>Focuses on combining data from various sensors to improve detection<\/li>\n\n\n\n<li>accuracy<\/li>\n\n\n\n<li>Considers only high response modalities based on weather conditions,<\/li>\n\n\n\n<li>enhancing fusion efficiency<\/li>\n\n\n\n<li>Automates the selection of modalities for merging based on external data<\/li>\n\n\n\n<li>acquisition conditions<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Uncertainty and Reliability\n<ul class=\"wp-block-list\">\n<li>Estimates sensor uncertainty and reliability in degraded weather<\/li>\n\n\n\n<li>conditions<\/li>\n\n\n\n<li>Ensures robust data fusion by dynamically adapting to weather changes.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:30%\">\n<h2 class=\"wp-block-heading\">Technological Impact<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:70%\">\n<ul class=\"wp-block-list\">\n<li>Enhances road safety by providing accurate pavement condition data<\/li>\n\n\n\n<li>Improves vehicle control systems, leading to safer and more reliable<\/li>\n\n\n\n<li>navigation.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"205\" src=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-1024x205.png\" alt=\"\" class=\"wp-image-15\" style=\"object-fit:contain;width:634px;height:100px\" srcset=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-1024x205.png 1024w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-300x60.png 300w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-768x154.png 768w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-100x20.png 100w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-150x30.png 150w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-200x40.png 200w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-450x90.png 450w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-600x120.png 600w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-900x180.png 900w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band.png 1500w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"papers\">Publications &amp; Papers<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"719\" src=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-1024x719.png\" alt=\"\" class=\"wp-image-20\" style=\"aspect-ratio:1;object-fit:cover;width:40px\" srcset=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-1024x719.png 1024w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-300x211.png 300w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-768x539.png 768w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-1536x1078.png 1536w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-2048x1437.png 2048w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-100x70.png 100w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-150x105.png 150w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-200x140.png 200w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-450x316.png 450w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-600x421.png 600w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-900x632.png 900w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-normal-font-size\" style=\"font-style:normal;font-weight:100\">Loading<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"205\" src=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-1024x205.png\" alt=\"\" class=\"wp-image-15\" style=\"object-fit:contain;width:634px;height:100px\" srcset=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-1024x205.png 1024w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-300x60.png 300w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-768x154.png 768w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-100x20.png 100w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-150x30.png 150w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-200x40.png 200w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-450x90.png 450w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-600x120.png 600w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-900x180.png 900w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band.png 1500w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"dataset\">Dataset<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"719\" src=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-1024x719.png\" alt=\"\" class=\"wp-image-20\" style=\"aspect-ratio:1;object-fit:cover;width:40px\" srcset=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-1024x719.png 1024w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-300x211.png 300w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-768x539.png 768w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-1536x1078.png 1536w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-2048x1437.png 2048w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-100x70.png 100w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-150x105.png 150w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-200x140.png 200w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-450x316.png 450w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-600x421.png 600w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/pngegg-900x632.png 900w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-normal-font-size\" style=\"font-style:normal;font-weight:100\">Loading<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"205\" src=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-1024x205.png\" alt=\"\" class=\"wp-image-15\" style=\"object-fit:contain;width:634px;height:100px\" srcset=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-1024x205.png 1024w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-300x60.png 300w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-768x154.png 768w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-100x20.png 100w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-150x30.png 150w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-200x40.png 200w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-450x90.png 450w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-600x120.png 600w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-900x180.png 900w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band.png 1500w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"partners\">Partners<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"192\" src=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-1024x192.png\" alt=\"\" class=\"wp-image-18\" srcset=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-1024x192.png 1024w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-300x56.png 300w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-768x144.png 768w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-1536x287.png 1536w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-2048x383.png 2048w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-100x19.png 100w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-150x28.png 150w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-200x37.png 200w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-450x84.png 450w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-600x112.png 600w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/image-900x168.png 900w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"205\" src=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-1024x205.png\" alt=\"\" class=\"wp-image-15\" style=\"object-fit:contain;width:634px;height:100px\" srcset=\"https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-1024x205.png 1024w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-300x60.png 300w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-768x154.png 768w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-100x20.png 100w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-150x30.png 150w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-200x40.png 200w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-450x90.png 450w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-600x120.png 600w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band-900x180.png 900w, https:\/\/projets.litislab.fr\/inari\/wp-content\/uploads\/sites\/8\/2024\/10\/band.png 1500w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"contact\">Contact Us<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<ul class=\"wp-block-list\">\n<li><strong>Samia Ainouz<\/strong>, Litis, INSA Rouen: <a href=\"mailto:samia.ainouz@insa-rouen.fr\">samia.ainouz@insa-rouen.fr<\/a><\/li>\n\n\n\n<li><strong>Reine Talj<\/strong>, Heudyasic, UTC: <a href=\"mailto:reine.talj@hds.utc.fr\">reine.talj@hds.utc.fr<\/a><\/li>\n\n\n\n<li><strong>Jean-Philippe Lauffenburger<\/strong>, IRIMAS, Universit\u00e9 de Haute-Alsace: <a href=\"mailto:jean-philippe.lauffenburger@uha.fr\">jean-philippe.lauffenburger@uha.fr<\/a><\/li>\n\n\n\n<li><strong>Jean-Philippe Tarel<\/strong>, COSYS, Universit\u00e9 Gustave Eiffel: <a href=\"mailto:Jean-Philippe.Tarel@univ-eiffel.fr\">Jean-Philippe.Tarel@univ-eiffel.fr<\/a><\/li>\n\n\n\n<li><strong>Fr\u00e9d\u00e9ric Bernardin<\/strong>, CEREMA, Site Clermont Ferrand: <a href=\"mailto:Frederic.Bernardin@cerema.fr\">Frederic.Bernardin@cerema.fr<\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>INARI project Project Objectives Key Features Technological Impact Publications &amp; Papers Loading Dataset Loading Partners Contact Us<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"gutenberg-fullwidth.php","meta":{"footnotes":""},"class_list":["post-52","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/projets.litislab.fr\/inari\/wp-json\/wp\/v2\/pages\/52","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/projets.litislab.fr\/inari\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/projets.litislab.fr\/inari\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/projets.litislab.fr\/inari\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/projets.litislab.fr\/inari\/wp-json\/wp\/v2\/comments?post=52"}],"version-history":[{"count":16,"href":"https:\/\/projets.litislab.fr\/inari\/wp-json\/wp\/v2\/pages\/52\/revisions"}],"predecessor-version":[{"id":77,"href":"https:\/\/projets.litislab.fr\/inari\/wp-json\/wp\/v2\/pages\/52\/revisions\/77"}],"wp:attachment":[{"href":"https:\/\/projets.litislab.fr\/inari\/wp-json\/wp\/v2\/media?parent=52"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}