{"id":12,"date":"2019-12-07T03:45:02","date_gmt":"2019-12-07T03:45:02","guid":{"rendered":"http:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/?p=12"},"modified":"2019-12-14T05:05:56","modified_gmt":"2019-12-14T05:05:56","slug":"tracking-two-hand-and-human-pose","status":"publish","type":"post","link":"https:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/2019\/12\/07\/tracking-two-hand-and-human-pose\/","title":{"rendered":"TRACKING TWO-HAND INTERACTIONS"},"content":{"rendered":"<h1>Project summary<\/h1>\n<p><strong>Motivation<\/strong><\/p>\n<ul>\n<li>The importance of hand in (virtual) communications.<\/li>\n<li>More technically challenging compared to body or face.<\/li>\n<\/ul>\n<p><strong>Problem<\/strong><\/p>\n<ul>\n<li>Task: Multiview 3D pose estimation<\/li>\n<li>Data: Sequences of hand images captured from multiple cameras in multiple views<\/li>\n<\/ul>\n<p><strong><span style=\"font-size: 1rem\">Solution<\/span><\/strong><\/p>\n<ul>\n<li>Extract feature and detect keypoints in 2D image<\/li>\n<li>Lifting 2D keypoints to 3D<\/li>\n<li>Epipolar geometry to improve 2D features<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-10\" src=\"http:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/wp-content\/uploads\/sites\/18\/2019\/02\/intro-300x210.png\" alt=\"\" width=\"300\" height=\"210\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/wp-content\/uploads\/sites\/18\/2019\/02\/intro-300x210.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/wp-content\/uploads\/sites\/18\/2019\/02\/intro.png 650w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<h1>Documents:<\/h1>\n<p>Demo:<\/p>\n<p><a href=\"https:\/\/drive.google.com\/open?id=1m8D4FmD_LOND6eG4BMoQjFLf1AJEDWSE\">https:\/\/drive.google.com\/open?id=1m8D4FmD_LOND6eG4BMoQjFLf1AJEDWSE<\/a><\/p>\n<p>Capstone presentation:<\/p>\n<p><a href=\"https:\/\/drive.google.com\/open?id=1gdyv2MmLz65pv24CxRmHtql_uxXVlupv\">https:\/\/drive.google.com\/open?id=1gdyv2MmLz65pv24CxRmHtql_uxXVlupv<\/a><\/p>\n<p>Mid-semester presentation:<\/p>\n<p><a href=\"https:\/\/drive.google.com\/open?id=1ShSedeV_4D9sFfbiuQYGJ8PltNS6XcQS\">https:\/\/drive.google.com\/open?id=1ShSedeV_4D9sFfbiuQYGJ8PltNS6XcQS<\/a><\/p>\n<p>Final presentation:<\/p>\n<p><a style=\"font-size: 1rem\" href=\"https:\/\/docs.google.com\/presentation\/d\/1il_ufJcrc46Nle44Ffs73PLAobKcpAKSlNvGhNI8hoQ\/edit?usp=sharing\">https:\/\/docs.google.com\/presentation\/d\/1il_ufJcrc46Nle44Ffs73PLAobKcpAKSlNvGhNI8hoQ\/edit?usp=sharing<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Project summary Motivation The importance of hand in (virtual) communications. More technically challenging compared to body or face. Problem Task: Multiview 3D pose estimation Data: Sequences of hand images captured from multiple cameras in multiple views Solution Extract feature and detect keypoints in 2D image Lifting 2D keypoints to 3D Epipolar geometry to improve 2D &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/2019\/12\/07\/tracking-two-hand-and-human-pose\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;TRACKING TWO-HAND INTERACTIONS&#8221;<\/span><\/a><\/p>\n","protected":false},"author":39,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-12","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>TRACKING TWO-HAND INTERACTIONS - Tracking Two-Hand Interactions<\/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:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/2019\/12\/07\/tracking-two-hand-and-human-pose\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TRACKING TWO-HAND INTERACTIONS - Tracking Two-Hand Interactions\" \/>\n<meta property=\"og:description\" content=\"Project summary Motivation The importance of hand in (virtual) communications. More technically challenging compared to body or face. Problem Task: Multiview 3D pose estimation Data: Sequences of hand images captured from multiple cameras in multiple views Solution Extract feature and detect keypoints in 2D image Lifting 2D keypoints to 3D Epipolar geometry to improve 2D &hellip; Continue reading &quot;TRACKING TWO-HAND INTERACTIONS&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/2019\/12\/07\/tracking-two-hand-and-human-pose\/\" \/>\n<meta property=\"og:site_name\" content=\"Tracking Two-Hand Interactions\" \/>\n<meta property=\"article:published_time\" content=\"2019-12-07T03:45:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-12-14T05:05:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/wp-content\/uploads\/sites\/18\/2019\/02\/intro.png\" \/>\n\t<meta property=\"og:image:width\" content=\"650\" \/>\n\t<meta property=\"og:image:height\" content=\"456\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"ruiyan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"ruiyan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\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:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/2019\\\/12\\\/07\\\/tracking-two-hand-and-human-pose\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/2019\\\/12\\\/07\\\/tracking-two-hand-and-human-pose\\\/\"},\"author\":{\"name\":\"ruiyan\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/#\\\/schema\\\/person\\\/b382556ec82af757ccbbbc8a1dd56a75\"},\"headline\":\"TRACKING TWO-HAND INTERACTIONS\",\"datePublished\":\"2019-12-07T03:45:02+00:00\",\"dateModified\":\"2019-12-14T05:05:56+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/2019\\\/12\\\/07\\\/tracking-two-hand-and-human-pose\\\/\"},\"wordCount\":117,\"image\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/2019\\\/12\\\/07\\\/tracking-two-hand-and-human-pose\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/wp-content\\\/uploads\\\/sites\\\/18\\\/2019\\\/02\\\/intro-300x210.png\",\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/2019\\\/12\\\/07\\\/tracking-two-hand-and-human-pose\\\/\",\"url\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/2019\\\/12\\\/07\\\/tracking-two-hand-and-human-pose\\\/\",\"name\":\"TRACKING TWO-HAND INTERACTIONS - 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