{"id":96,"date":"2022-06-27T01:38:32","date_gmt":"2022-06-26T23:38:32","guid":{"rendered":"https:\/\/web.umons.ac.be\/maia\/?p=96"},"modified":"2022-06-27T06:49:42","modified_gmt":"2022-06-27T04:49:42","slug":"publication_cvpr2022","status":"publish","type":"post","link":"https:\/\/web.umons.ac.be\/maia\/publication_cvpr2022\/","title":{"rendered":"MAIA Lab a particip\u00e9 \u00e0 l&rsquo;atelier CVPR2022-Neurovision"},"content":{"rendered":"<p><span class=\"VIiyi\" lang=\"fr\"><span class=\"JLqJ4b ChMk0b\" data-language-for-alternatives=\"fr\" data-language-to-translate-into=\"en\" data-phrase-index=\"3\" data-number-of-phrases=\"6\"><span class=\"Q4iAWc\">La conf\u00e9rence IEEE \/ CVF sur la vision par ordinateur et la reconnaissance de formes (CVPR) est le premier \u00e9v\u00e9nement annuel sur la vision par ordinateur.<\/span><\/span> <span class=\"JLqJ4b ChMk0b\" data-language-for-alternatives=\"fr\" data-language-to-translate-into=\"en\" data-phrase-index=\"4\" data-number-of-phrases=\"6\"><span class=\"Q4iAWc\">Le <a href=\"https:\/\/cvpr2022.thecvf.com\/\">CVPR 2022<\/a> s&rsquo;est tenu dans un format hybride qui impliquait une participation \u00e0 distance et en personne.<\/span><\/span> <span class=\"JLqJ4b ChMk0b\" data-language-for-alternatives=\"fr\" data-language-to-translate-into=\"en\" data-phrase-index=\"5\" data-number-of-phrases=\"6\"><span class=\"Q4iAWc\">La conf\u00e9rence a eu lieu \u00e0 la Nouvelle-Orl\u00e9ans aux \u00c9tats-Unis du 19\/6 au 24\/6.<\/span><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><iframe loading=\"lazy\" title=\"CVPR 2022 Neurovision Workshop: How rotational encoding affects ConvNets\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/TEMyIiZms9c?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p><strong>Titre<\/strong><\/p>\n<blockquote>\n<h1 class=\"document-title text-2xl-md-lh\"><span lang=\"EN-US\">How does explicit orientation encoding affect image classification of ConvNets?<\/span><\/h1>\n<\/blockquote>\n<p><strong><span class=\"VIiyi\" lang=\"fr\">Auteures<\/span><\/strong><\/p>\n<p><span lang=\"EN-US\"><a href=\"https:\/\/www.linkedin.com\/in\/ahmadhammoudeh\/\">Ahmad Hammoudeh<\/a> and <a href=\"https:\/\/be.linkedin.com\/in\/st%C3%A9phane-dupont-0573b64\">St\u00e9phabe Dupont<\/a><br \/>\n<\/span><\/p>\n<p><strong><span class=\"VIiyi\" lang=\"fr\"><span class=\"JLqJ4b ChMk0b\" data-language-for-alternatives=\"fr\" data-language-to-translate-into=\"en\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">R\u00e9sum\u00e9<\/span><\/span><\/span><\/strong><\/p>\n<p>Some shapes look different to us if rotated. That is attributed to the use of a rotation frame of coordinates in the human visual system. However, no evidence that ConvNets, which is a machine learning architecture, use a frame of coordinates for rotation. We investigated the effect of adding one to ConvNets. An explicit orientation encoding kernel was developed using a mathematically inspired selfsupervised approach. The experimental results showed that rotation encoding improved the accuracy of classifying rotated images and the resilience against noise.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>MAIA Lab a particip\u00e9 \u00e0 l&rsquo;atelier CVPR 2022 &#8211; NeuroVision. Ahmad Hammoudeh et le professeur St\u00e9phabe Dupont ont pr\u00e9sent\u00e9 leur article intitul\u00e9 \u00ab\u00a0Comment l&rsquo;encodage d&rsquo;orientation explicite affecte-t-il la classification des images des ConvNets ?\u00a0\u00bb, qui a \u00e9t\u00e9 accept\u00e9 pour un expos\u00e9 \u00e9clair et une pr\u00e9sentation par affiche.<\/p>\n","protected":false},"author":188,"featured_media":106,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,47],"tags":[],"class_list":["post-96","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-conferences-et-colloques","category-recherche"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MAIA Lab a particip\u00e9 \u00e0 l&#039;atelier CVPR2022-Neurovision - Service \/ FS - Intelligence Artificielle<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/web.umons.ac.be\/maia\/publication_cvpr2022\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MAIA Lab a particip\u00e9 \u00e0 l&#039;atelier CVPR2022-Neurovision - Service \/ FS - Intelligence Artificielle\" \/>\n<meta property=\"og:description\" content=\"MAIA Lab a particip\u00e9 \u00e0 l&#039;atelier CVPR 2022 - NeuroVision. Ahmad Hammoudeh et le professeur St\u00e9phabe Dupont ont pr\u00e9sent\u00e9 leur article intitul\u00e9 &quot;Comment l&#039;encodage d&#039;orientation explicite affecte-t-il la classification des images des ConvNets ?&quot;, qui a \u00e9t\u00e9 accept\u00e9 pour un expos\u00e9 \u00e9clair et une pr\u00e9sentation par affiche.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/web.umons.ac.be\/maia\/publication_cvpr2022\/\" \/>\n<meta property=\"og:site_name\" content=\"Service \/ FS - Intelligence Artificielle\" \/>\n<meta property=\"article:published_time\" content=\"2022-06-26T23:38:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-06-27T04:49:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/105\/2022\/06\/CVPR-3-400x400-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"400\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"IA Lab\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"IA Lab\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/web.umons.ac.be\/maia\/publication_cvpr2022\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/web.umons.ac.be\/maia\/publication_cvpr2022\/\"},\"author\":{\"name\":\"IA Lab\",\"@id\":\"https:\/\/web.umons.ac.be\/maia\/#\/schema\/person\/7c4d43ad252cf3d85c5d92071009a9fa\"},\"headline\":\"MAIA Lab a particip\u00e9 \u00e0 l&rsquo;atelier CVPR2022-Neurovision\",\"datePublished\":\"2022-06-26T23:38:32+00:00\",\"dateModified\":\"2022-06-27T04:49:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/web.umons.ac.be\/maia\/publication_cvpr2022\/\"},\"wordCount\":181,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/web.umons.ac.be\/maia\/publication_cvpr2022\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/web.umons.ac.be\/app\/uploads\/sites\/105\/2022\/06\/CVPR-3-400x400-1.png\",\"articleSection\":[\"Conf\u00e9rences &amp; 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