{"id":12083,"date":"2019-01-01T00:00:00","date_gmt":"2019-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2019\/simulating-and-fixing-visible-anomalies-in-thermal-inkjet-printing-with-machine-learning\/"},"modified":"2019-01-01T00:00:00","modified_gmt":"2019-01-01T08:00:00","slug":"simulating-and-fixing-visible-anomalies-in-thermal-inkjet-printing-with-machine-learning","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2019\/simulating-and-fixing-visible-anomalies-in-thermal-inkjet-printing-with-machine-learning\/","title":{"rendered":"Simulating and Fixing Visible Anomalies in Thermal Inkjet Printing with Machine Learning"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">HP Inc.<\/span> <span class=\"project-dept-year\">Computer Science, 2018-19<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Steve Bauer, Perry Lieber, Aaron Rosen &#8217;16<br \/>\n<strong>Advisor(s):<\/strong> Lucas Bang<br \/>\n<strong>Students(s):<\/strong> Willis Sanchez-duPont, Collin Valleroy, Olivia Watkins (PM), Gavin Yancey, Jasmine Zhu<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Through use of neural network architectures, our project aims to correct for common visible static and dynamic printing defects. Our architecture creates a simulated model of the printer hardware based on a database of printed and scanned images. The model then learns to remove future print defects via \u201canti-defect\u201d patterns inserted in the image that counteract the different types of observed defects.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>HP Inc. Computer Science, 2018-19 Liaison(s): Steve Bauer, Perry Lieber, Aaron Rosen &#8217;16 Advisor(s): Lucas Bang Students(s): Willis Sanchez-duPont, Collin [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140],"tags":[147],"class_list":["post-12083","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-hp-inc"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12083","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12083"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12083\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12083"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12083"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12083"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}