{"id":7284,"date":"2020-08-02T12:23:31","date_gmt":"2020-08-02T17:23:31","guid":{"rendered":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/?p=7284"},"modified":"2026-02-18T11:29:56","modified_gmt":"2026-02-18T16:29:56","slug":"super-resolution-for-root-imaging-published-in-apps","status":"publish","type":"post","link":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/2020\/08\/02\/super-resolution-for-root-imaging-published-in-apps\/","title":{"rendered":"SUPER RESOLUTION FOR ROOT IMAGING PUBLISHED IN APPS!"},"content":{"rendered":"<p>Congratulations to our labmates <strong>Jose Ruiz-Munoz<\/strong> and <strong>Alina Zare<\/strong> as well as collaborators Jyothier Nimmagadda, Tyler Dowd and James Baciak!\u00a0 Their paper, titled &#8220;Super Resolution for Root Imaging&#8221;, was recently published to Applications in Plant Sciences (APPS).<\/p>\n<p>If you&#8217;re interested in learning about a super-resolution framework for enhancing images of plant roots by using convolutional neural networks (CNNs), then check out the publication <a href=\"https:\/\/faculty.eng.ufl.edu\/machine-learning\/2020\/03\/super-resolution-for-root-imaging\/\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Congratulations to our labmates Jose Ruiz-Munoz and Alina Zare as well as collaborators Jyothier Nimmagadda, Tyler Dowd and James Baciak!\u00a0 Their paper, titled &#8220;Super Resolution for Root Imaging&#8221;, was recently published to Applications in Plant Sciences (APPS). If you&#8217;re interested in learning about a super-resolution framework for enhancing images of plant roots by using convolutional [&hellip;]<\/p>\n","protected":false},"author":28,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-templates\/single-sidebar-none.php","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[9],"tags":[111,221,319,327,555,639,715],"class_list":["post-7284","post","type-post","status-publish","format-standard","hentry","category-news","tag-backscatter-x-ray","tag-deep-convolutional-neural-networks","tag-gan","tag-generative-adversarial-network","tag-phenotyping","tag-roots","tag-super-resolution"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts\/7284","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/users\/28"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/comments?post=7284"}],"version-history":[{"count":1,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts\/7284\/revisions"}],"predecessor-version":[{"id":15253,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts\/7284\/revisions\/15253"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/media?parent=7284"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/categories?post=7284"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/tags?post=7284"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}