{"id":120007,"date":"2021-02-27T00:23:53","date_gmt":"2021-02-27T08:23:53","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2021\/02\/revive-the-map-4d-building-reconstruction-with-machine-learning"},"modified":"2021-02-27T00:23:53","modified_gmt":"2021-02-27T08:23:53","slug":"revive-the-map-4d-building-reconstruction-with-machine-learning","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2021\/02\/revive-the-map-4d-building-reconstruction-with-machine-learning","title":{"rendered":"Revive the map: 4D building reconstruction with machine learning"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/revive-the-map-4d-building-reconstruction-with-machine-learning3.jpg\"><\/a><\/p>\n<p>A research team from Skoltech and FBK (Italy) has presented a methodology to derive 4D building models using historical maps and machine learning. The implemented method relies on geometric, neighborhood, and categorical attributes in order to predict building heights. The method is useful for understanding urban phenomena and changes that contributed to defining our cities\u2019 actual shape. The results were published in Applied Sciences.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A research team from Skoltech and FBK (Italy) has presented a methodology to derive 4D building models using historical maps and machine learning. The implemented method relies on geometric, neighborhood, and categorical attributes in order to predict building heights. The method is useful for understanding urban phenomena and changes that contributed to defining our cities\u2019 [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1965,6],"tags":[],"class_list":["post-120007","post","type-post","status-publish","format-standard","hentry","category-mapping","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/120007","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=120007"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/120007\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=120007"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=120007"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=120007"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}