{"id":2796,"date":"2019-01-01T11:54:58","date_gmt":"2019-01-01T15:54:58","guid":{"rendered":"https:\/\/sites.bu.edu\/tianlab\/?p=2796"},"modified":"2026-10-20T09:02:33","modified_gmt":"2026-10-20T13:02:33","slug":"reliable-deep-learning-based-phase-imaging-with-uncertainty-quantification","status":"publish","type":"post","link":"https:\/\/sites.bu.edu\/tianlab\/2019\/01\/01\/reliable-deep-learning-based-phase-imaging-with-uncertainty-quantification\/","title":{"rendered":"Reliable deep learning-based phase imaging with uncertainty quantification"},"content":{"rendered":"<h2 class=\"publication-title\"><a href=\"https:\/\/www.osapublishing.org\/optica\/abstract.cfm?uri=optica-6-5-618\">Reliable deep learning-based phase imaging with uncertainty quantification<\/a><\/h2>\n<p>Yujia Xue, Shiyi Cheng, Yunzhe Li, Lei Tian<br \/>\n<strong><em>Optica<\/em><\/strong>\u00a06, 618-629 (2019).<\/p>\n<p><strong>\u2b51<a href=\"https:\/\/github.com\/bu-cisl\/Illumination-Coding-Meets-Uncertainty-Learning\">Github Project<\/a><\/strong><\/p>\n<p><img loading=\"lazy\" src=\"\/tianlab\/files\/2019\/02\/intro-636x308.png\" alt=\"\" width=\"636\" height=\"308\" class=\"size-medium wp-image-978 aligncenter\" srcset=\"https:\/\/sites.bu.edu\/tianlab\/files\/2019\/02\/intro-636x308.png 636w, https:\/\/sites.bu.edu\/tianlab\/files\/2019\/02\/intro-768x371.png 768w, https:\/\/sites.bu.edu\/tianlab\/files\/2019\/02\/intro-1024x495.png 1024w\" sizes=\"(max-width: 636px) 100vw, 636px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Reliable deep learning-based phase imaging with uncertainty quantification Yujia Xue, Shiyi Cheng, Yunzhe Li, Lei Tian Optica\u00a06, 618-629 (2019). \u2b51Github Project<\/p>\n","protected":false},"author":12228,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[23,24,18,17],"tags":[],"_links":{"self":[{"href":"https:\/\/sites.bu.edu\/tianlab\/wp-json\/wp\/v2\/posts\/2796"}],"collection":[{"href":"https:\/\/sites.bu.edu\/tianlab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.bu.edu\/tianlab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/tianlab\/wp-json\/wp\/v2\/users\/12228"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/tianlab\/wp-json\/wp\/v2\/comments?post=2796"}],"version-history":[{"count":2,"href":"https:\/\/sites.bu.edu\/tianlab\/wp-json\/wp\/v2\/posts\/2796\/revisions"}],"predecessor-version":[{"id":2922,"href":"https:\/\/sites.bu.edu\/tianlab\/wp-json\/wp\/v2\/posts\/2796\/revisions\/2922"}],"wp:attachment":[{"href":"https:\/\/sites.bu.edu\/tianlab\/wp-json\/wp\/v2\/media?parent=2796"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.bu.edu\/tianlab\/wp-json\/wp\/v2\/categories?post=2796"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.bu.edu\/tianlab\/wp-json\/wp\/v2\/tags?post=2796"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}