{"id":1633,"date":"2022-11-15T16:57:31","date_gmt":"2022-11-15T15:57:31","guid":{"rendered":"https:\/\/sites.uclouvain.be\/ingenious\/?p=1633"},"modified":"2023-04-19T15:15:30","modified_gmt":"2023-04-19T13:15:30","slug":"radarsense-accurate-recognition-of-mid-air-hand-gestures-with-radarsensing-and-few-training-examples","status":"publish","type":"post","link":"https:\/\/sites.uclouvain.be\/ingenious\/2022\/11\/15\/radarsense-accurate-recognition-of-mid-air-hand-gestures-with-radarsensing-and-few-training-examples\/","title":{"rendered":"RadarSense: Accurate Recognition of Mid-Air Hand Gestures with Radar Sensing and Few Training Examples"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Description<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A pipeline for pre-processing radar data for the use in template-matching gesture recognizers. The pipeline cleans up the data and reduces its size to only two physically meaningful parameters (hand-radar distance and effective permittivity).<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"nv-iframe-embed\"><iframe loading=\"lazy\" title=\"RadarSense Project\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/vS8fGE9Y92I?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/div>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Systematic Literature Review<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"284\" src=\"https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/11\/PRISMA-1024x284.png\" alt=\"\" class=\"wp-image-1643\" srcset=\"https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/11\/PRISMA-1024x284.png 1024w, https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/11\/PRISMA-300x83.png 300w, https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/11\/PRISMA-768x213.png 768w, https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/11\/PRISMA-1536x426.png 1536w, https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/11\/PRISMA-2048x568.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Pipeline for Radar Gesture Recognition<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"301\" src=\"https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/02\/image-1024x301.png\" alt=\"\" class=\"wp-image-1443\" srcset=\"https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/02\/image-1024x301.png 1024w, https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/02\/image-300x88.png 300w, https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/02\/image-768x226.png 768w, https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/02\/image-1536x452.png 1536w, https:\/\/sites.uclouvain.be\/ingenious\/wp-content\/uploads\/2022\/02\/image.png 1741w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Resources<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3589645\" data-type=\"URL\" data-id=\"https:\/\/dl.acm.org\/doi\/10.1145\/3589645\">[ACM DL] TiiS paper<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3490099.3511107\" data-type=\"URL\" data-id=\"https:\/\/dl.acm.org\/doi\/10.1145\/3490099.3511107\">[ACM DL] IUI 2022 paper<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=-ihfwGU6VaE&amp;ab_channel=ACMSIGCHI\">[YouTube] IUI 2022 presentation<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/docs.google.com\/spreadsheets\/d\/185TkhorAhodag5J1rtVQKTwa7jfqgEj2y6YNUf5EFJ4\/edit?usp=sharing\" data-type=\"URL\" data-id=\"https:\/\/docs.google.com\/spreadsheets\/d\/185TkhorAhodag5J1rtVQKTwa7jfqgEj2y6YNUf5EFJ4\/edit?usp=sharing\">[Google Sheets] Systematic literature review data<\/a><\/li>\n\n\n\n<li>[<a rel=\"noreferrer noopener\" href=\"https:\/\/osf.io\/9e42f\/?view_only=639c3c31bb24490387fdbb09c1eb3ec7\" data-type=\"URL\" target=\"_blank\">OSF] Previous (IUI 2022) datasets and testing data<\/a><\/li>\n\n\n\n<li>[<a href=\"https:\/\/osf.io\/7m8fz\/?view_only=3d37af1b4d184d2d977f96b0ffbe63d9\" data-type=\"URL\" data-id=\"https:\/\/osf.io\/7m8fz\/?view_only=3d37af1b4d184d2d977f96b0ffbe63d9\" target=\"_blank\" rel=\"noreferrer noopener\">OSF] Updated datasets and testing data<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>A pipeline for pre-processing radar data for the use in template-matching gesture recognizers. The pipeline cleans up the data and reduces its size to only two physically meaningful parameters (hand-radar distance and effective permittivity).<\/p>\n","protected":false},"author":13,"featured_media":1323,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-1633","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe"],"_links":{"self":[{"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/posts\/1633","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/comments?post=1633"}],"version-history":[{"count":5,"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/posts\/1633\/revisions"}],"predecessor-version":[{"id":2173,"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/posts\/1633\/revisions\/2173"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/media\/1323"}],"wp:attachment":[{"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/media?parent=1633"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/categories?post=1633"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.uclouvain.be\/ingenious\/wp-json\/wp\/v2\/tags?post=1633"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}