{"id":98508,"date":"2019-11-14T00:32:58","date_gmt":"2019-11-14T08:32:58","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2019\/11\/recovering-lost-dimensions-of-images-and-video"},"modified":"2019-11-17T12:15:39","modified_gmt":"2019-11-17T20:15:39","slug":"recovering-lost-dimensions-of-images-and-video","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2019\/11\/recovering-lost-dimensions-of-images-and-video","title":{"rendered":"Recovering \u2018lost dimensions\u2019 of images and video"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/recovering-lost-dimensions-of-images-and-video2.jpg\"><\/a><\/p>\n<p>MIT researchers have developed a model that recovers valuable data lost from images and video that have been \u201ccollapsed\u201d into lower dimensions.<\/p>\n<p>The model could be used to recreate video from motion-blurred images, or from new types of cameras that capture a person\u2019s movement around corners but only as vague one-dimensional lines. While more testing is needed, the researchers think this approach could someday could be used to convert 2-D medical images into more informative\u2014but more expensive\u20143D body scans, which could benefit medical imaging in poorer nations.<\/p>\n<p>\u201cIn all these cases, the visual data has one dimension\u2014in time or space\u2014that\u2019s completely lost,\u201d says Guha Balakrishnan, a postdoc in the Computer Science and Artificial Intelligence Laboratory (CSAIL) and first author on a paper describing the model, which is being presented at next week\u2019s International Conference on Computer Vision. \u201cIf we recover that lost dimension, it can have a lot of important applications.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>MIT researchers have developed a model that recovers valuable data lost from images and video that have been \u201ccollapsed\u201d into lower dimensions. The model could be used to recreate video from motion-blurred images, or from new types of cameras that capture a person\u2019s movement around corners but only as vague one-dimensional lines. While more testing [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,6],"tags":[],"class_list":["post-98508","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/98508","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/427"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=98508"}],"version-history":[{"count":1,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/98508\/revisions"}],"predecessor-version":[{"id":98697,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/98508\/revisions\/98697"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=98508"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=98508"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=98508"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}