{"id":67,"date":"2020-05-11T23:58:44","date_gmt":"2020-05-11T23:58:44","guid":{"rendered":"http:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/?p=67"},"modified":"2020-05-11T23:58:45","modified_gmt":"2020-05-11T23:58:45","slug":"pipeline","status":"publish","type":"post","link":"https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/2020\/05\/11\/pipeline\/","title":{"rendered":"Pipeline"},"content":{"rendered":"\n<p>How can we predict dense points from sparse points?<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"497\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/wp-content\/uploads\/sites\/40\/2020\/05\/Screen-Shot-2020-05-11-at-7.55.37-PM-1024x497.png\" alt=\"\" class=\"wp-image-68\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/wp-content\/uploads\/sites\/40\/2020\/05\/Screen-Shot-2020-05-11-at-7.55.37-PM-1024x497.png 1024w, https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/wp-content\/uploads\/sites\/40\/2020\/05\/Screen-Shot-2020-05-11-at-7.55.37-PM-300x146.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/wp-content\/uploads\/sites\/40\/2020\/05\/Screen-Shot-2020-05-11-at-7.55.37-PM-768x373.png 768w, https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/wp-content\/uploads\/sites\/40\/2020\/05\/Screen-Shot-2020-05-11-at-7.55.37-PM-1536x746.png 1536w, https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/wp-content\/uploads\/sites\/40\/2020\/05\/Screen-Shot-2020-05-11-at-7.55.37-PM-2048x994.png 2048w, https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/wp-content\/uploads\/sites\/40\/2020\/05\/Screen-Shot-2020-05-11-at-7.55.37-PM-830x403.png 830w, https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/wp-content\/uploads\/sites\/40\/2020\/05\/Screen-Shot-2020-05-11-at-7.55.37-PM-230x112.png 230w, https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/wp-content\/uploads\/sites\/40\/2020\/05\/Screen-Shot-2020-05-11-at-7.55.37-PM-350x170.png 350w, https:\/\/mscvprojects.ri.cmu.edu\/2020teamj\/wp-content\/uploads\/sites\/40\/2020\/05\/Screen-Shot-2020-05-11-at-7.55.37-PM-480x233.png 480w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>We first  triangulate 2D sparse points to 3D  and then do a sparse-to-dense prediction using a multi-layer perceptron. We then reproject 3D points back to 2D to get 2D dense annotations.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>How can we predict dense points from sparse points? We first triangulate 2D sparse points to 3D and then do a sparse-to-dense [&hellip;]<\/p>\n","protected":false},"author":89,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-67","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Pipeline - Dense Keypoint Detection on Hands<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pipeline - Dense Keypoint Detection on Hands\" \/>\n<meta property=\"og:description\" content=\"How can we predict dense points from sparse points? 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