{"id":1,"date":"2019-02-01T20:18:41","date_gmt":"2019-02-01T20:18:41","guid":{"rendered":"http:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/?p=1"},"modified":"2019-05-07T20:12:17","modified_gmt":"2019-05-07T20:12:17","slug":"hello-world","status":"publish","type":"post","link":"https:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/2019\/02\/01\/hello-world\/","title":{"rendered":"Tracking two hand"},"content":{"rendered":"<h1>Project summary<\/h1>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Motivation<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">The importance of hand in (virtual) communications.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">More Technically challenging compared to body or face.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Problem<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Task: Two-hand pose estimation and mesh tracking<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Data: Sequences of hand images captured from multiple cameras in multiple views<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Solution<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Extract feature and detect keypoints in 2D images<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">2D -&gt; 3D:<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Use neural network to learn the prior<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Aggregate multiview 2D features into 3D<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Structural learning and temporal consistency?<\/span><\/li>\n<\/ul>\n<\/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>Team<\/h1>\n<p>Yihui He:\u00a0<a href=\"http:\/\/yihui-he.github.io\/\">http:\/\/yihui-he.github.io\/<\/a><\/p>\n<p>Rui Yan:<\/p>\n<h1>Documents:<\/h1>\n<p>Demo:<\/p>\n<p><a href=\"https:\/\/drive.google.com\/open?id=1s72aBYBsyeCaBc4_qMysVmYueZ2_kOCe\">https:\/\/drive.google.com\/open?id=1s72aBYBsyeCaBc4_qMysVmYueZ2_kOCe<\/a><\/p>\n<p>Slides:<\/p>\n<p><a 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: Two-hand pose estimation and mesh tracking Data: Sequences of hand images captured from multiple cameras in multiple views Solution Extract feature and detect keypoints in 2D images 2D -&gt; 3D: Use neural network to learn &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/2019\/02\/01\/hello-world\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Tracking two hand&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1","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 - 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\/02\/01\/hello-world\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tracking two hand - Tracking Two-Hand Interactions\" \/>\n<meta property=\"og:description\" content=\"Project summary Motivation The importance of hand in (virtual) communications. 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Problem Task: Two-hand pose estimation and mesh tracking Data: Sequences of hand images captured from multiple cameras in multiple views Solution Extract feature and detect keypoints in 2D images 2D -&gt; 3D: Use neural network to learn &hellip; Continue reading &quot;Tracking two hand&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mscvprojects.ri.cmu.edu\/2019teamc\/2019\/02\/01\/hello-world\/\" \/>\n<meta property=\"og:site_name\" content=\"Tracking Two-Hand Interactions\" \/>\n<meta property=\"article:published_time\" content=\"2019-02-01T20:18:41+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-05-07T20:12:17+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=\"akrause\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"akrause\" \/>\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\\\/02\\\/01\\\/hello-world\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/2019\\\/02\\\/01\\\/hello-world\\\/\"},\"author\":{\"name\":\"akrause\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/#\\\/schema\\\/person\\\/127c70e21c150a2616136110b1aba19e\"},\"headline\":\"Tracking two hand\",\"datePublished\":\"2019-02-01T20:18:41+00:00\",\"dateModified\":\"2019-05-07T20:12:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/2019\\\/02\\\/01\\\/hello-world\\\/\"},\"wordCount\":109,\"image\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/2019\\\/02\\\/01\\\/hello-world\\\/#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\\\/02\\\/01\\\/hello-world\\\/\",\"url\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2019teamc\\\/2019\\\/02\\\/01\\\/hello-world\\\/\",\"name\":\"Tracking two hand - 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