{"id":23417,"date":"2018-03-21T14:46:08","date_gmt":"2018-03-21T18:46:08","guid":{"rendered":"https:\/\/www.tun.com\/blog\/?p=23417"},"modified":"2022-03-16T12:07:49","modified_gmt":"2022-03-16T16:07:49","slug":"invisible-stanford-laser-imaging-technique","status":"publish","type":"post","link":"https:\/\/www.tun.com\/blog\/invisible-stanford-laser-imaging-technique\/","title":{"rendered":"Seeing the Invisible with Stanford\u2019s Laser-Based Imaging Technique"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">A team of researchers from Stanford University has developed a <\/span><a href=\"https:\/\/news.stanford.edu\/2018\/03\/05\/technique-can-see-objects-hidden-around-corners\/\"><span style=\"font-weight: 400;\">laser-based imaging technique<\/span><\/a><span style=\"font-weight: 400;\"> that makes it possible to see objects hidden around corners. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">The researchers are currently focused on applying this technique to self-driving cars, some of which are already capable of sensing what\u2019s around the car, but there are other applications, such as seeing through foliage from aerial vehicles or helping rescue teams find people blocked from view by walls and rubble.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cIt sounds like magic but the idea of non-line-of-sight imaging is actually feasible,\u201d <\/span><a href=\"https:\/\/profiles.stanford.edu\/gordon-wetzstein\"><span style=\"font-weight: 400;\">Gordon Wetzstein<\/span><\/a><span style=\"font-weight: 400;\">, assistant professor of electrical engineering and senior author of the paper describing the study, said in a statement. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">The paper is published in the journal <\/span><a href=\"https:\/\/www.nature.com\/articles\/nature25489\"><span style=\"font-weight: 400;\">Nature<\/span><\/a><span style=\"font-weight: 400;\">. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Currently, self-driving cars use the LIDAR systems, a type of guidance systems <\/span><span style=\"font-weight: 400;\">that uses light pulses to map the surroundings. This system measures only direct light, which travels from a pulsed laser to a point on an object and directly back to a sensor. Consequently, this direct light can only interact with objects that are visible. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201c<\/span><span style=\"font-weight: 400;\">Imaging objects hidden around corners is a fascinating topic that involves an interesting mix of computation and optics,\u201d said <\/span><a href=\"https:\/\/profiles.stanford.edu\/matthew-otoole\"><span style=\"font-weight: 400;\">Matthew O\u2019Toole<\/span><\/a><span style=\"font-weight: 400;\">, a postdoctoral scholar in the <\/span><a href=\"http:\/\/www.computationalimaging.org\"><span style=\"font-weight: 400;\">Stanford Computational Imaging Lab<\/span><\/a><span style=\"font-weight: 400;\"> and <\/span><span style=\"font-weight: 400;\">lead<\/span><span style=\"font-weight: 400;\"> author of the paper. \u201cOur goal is to see whether this type of imaging can be made practical, and to find real-world use cases for this technology.\u201d <\/span><\/p>\n<h2><b>The Technique <\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The researchers developed an algorithm that measures indirect light, which travels from a pulsed laser, scatters off visible surfaces, reaches objects hidden from sight, and bounces back to a sensor. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">They set a laser next to a highly sensitive photon detector, which records even a single particle of light. And they placed an object behind a blockade to prevent any light from directly reaching the object.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The laser shoots very short pulses of light at a wall. While some particles of the light are directly reflected, some scatter. The indirect light particles bounce off the hidden object and bounce back to the wall and the photon detector. Currently, depending on the reflectivity of the hidden object, this scan can take from two minutes to an hour<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Since the captured photons, at most only a few, cannot completely resemble the hidden object, the researchers use the algorithm they developed to untangle the captured information and resolve the shape of the object.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201c<\/span><span style=\"font-weight: 400;\">We found a way to express the \u2018looking around corners\u2019 problem in terms of a well-known image deblurring problem,\u201d said O\u2019Toole. \u201cThat way, we can use existing deblurring algorithms that are both fast and memory efficient to solve our problem.\u201d <\/span><\/p>\n<p><span style=\"font-weight: 400;\">According to O\u2019Toole, compared to tens of minutes, or even hours, for other existing methods, their algorithm does this in less than a second. And it is so efficient that it can run on a regular laptop. Based on how well the algorithm currently works, the researchers think they could speed it up so that it is nearly instantaneous once the scan is complete.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cI think the big impact of this method is how computationally efficient it is,\u201d David Lindell, a graduate student in the Stanford Computational Imaging Lab and co-author of the paper, said in a statement. &nbsp;<\/span><\/p>\n<p><iframe title=\"Stanford researchers develop tech to reveal objects hidden around corners\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/KnGQEzB9u_0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<h2><b>In the Real World<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The team tested their technology successfully outside, working only with indirect light. While the technology was successful at picking out retroreflective objects, such as safety apparel or traffic signs, it needs to be improved to work in daylight and with objects in motion, like a bouncing ball or running child. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cThis is a big step forward for our field that will hopefully benefit all of us,\u201d Wetzstein said in a statement. \u201cIn the future, we want to make it even more practical in the <\/span><span style=\"font-weight: 400;\">\u2018<\/span><span style=\"font-weight: 400;\">wild.\u2019\u201d <\/span><\/p>\n<p><span style=\"font-weight: 400;\">The team is working on improving the technology to work in the real world and to speed up the scanning process. By incorporating higher-power lasers and more sensitive detectors, the team hopes to bring it down to fractions of a second, O\u2019Toole said.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A team of researchers from Stanford University has developed a laser-based imaging technique that makes it possible to see objects hidden around corners. The researchers are currently focused on applying this technique to self-driving cars, some of which are already capable of sensing what\u2019s around the car, but there are other applications, such as seeing [&hellip;]<\/p>\n","protected":false},"author":60,"featured_media":45552,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_uag_custom_page_level_css":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[626,232,444,230,229],"tags":[],"class_list":["post-23417","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-technology","category-stanford-university","category-news","category-lead-stories"],"aioseo_notices":[],"uagb_featured_image_src":{"full":["https:\/\/www.tun.com\/blog\/wp-content\/uploads\/2018\/03\/Seeing-The-Invisible-With-Stanford\u2019s-Laser-Based-Imaging-Technique.jpg",830,533,false],"thumbnail":["https:\/\/www.tun.com\/blog\/wp-content\/uploads\/2018\/03\/Seeing-The-Invisible-With-Stanford\u2019s-Laser-Based-Imaging-Technique-224x144.jpg",224,144,true],"medium":["https:\/\/www.tun.com\/blog\/wp-content\/uploads\/2018\/03\/Seeing-The-Invisible-With-Stanford\u2019s-Laser-Based-Imaging-Technique-300x193.jpg",300,193,true],"medium_large":["https:\/\/www.tun.com\/blog\/wp-content\/uploads\/2018\/03\/Seeing-The-Invisible-With-Stanford\u2019s-Laser-Based-Imaging-Technique.jpg",830,533,false],"large":["https:\/\/www.tun.com\/blog\/wp-content\/uploads\/2018\/03\/Seeing-The-Invisible-With-Stanford\u2019s-Laser-Based-Imaging-Technique.jpg",830,533,false],"1536x1536":["https:\/\/www.tun.com\/blog\/wp-content\/uploads\/2018\/03\/Seeing-The-Invisible-With-Stanford\u2019s-Laser-Based-Imaging-Technique.jpg",830,533,false],"2048x2048":["https:\/\/www.tun.com\/blog\/wp-content\/uploads\/2018\/03\/Seeing-The-Invisible-With-Stanford\u2019s-Laser-Based-Imaging-Technique.jpg",830,533,false]},"uagb_author_info":{"display_name":"Hyeyeun Jeon","author_link":"https:\/\/www.tun.com\/blog\/author\/hyeyeun-jeon\/"},"uagb_comment_info":0,"uagb_excerpt":"A team of researchers from Stanford University has developed a laser-based imaging technique that makes it possible to see objects hidden around corners. The researchers are currently focused on applying this technique to self-driving cars, some of which are already capable of sensing what\u2019s around the car, but there are other applications, such as seeing&hellip;","featured_media_src_url":"https:\/\/www.tun.com\/blog\/wp-content\/uploads\/2018\/03\/Seeing-The-Invisible-With-Stanford\u2019s-Laser-Based-Imaging-Technique.jpg","_links":{"self":[{"href":"https:\/\/www.tun.com\/blog\/wp-json\/wp\/v2\/posts\/23417","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tun.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tun.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tun.com\/blog\/wp-json\/wp\/v2\/users\/60"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tun.com\/blog\/wp-json\/wp\/v2\/comments?post=23417"}],"version-history":[{"count":0,"href":"https:\/\/www.tun.com\/blog\/wp-json\/wp\/v2\/posts\/23417\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tun.com\/blog\/wp-json\/wp\/v2\/media\/45552"}],"wp:attachment":[{"href":"https:\/\/www.tun.com\/blog\/wp-json\/wp\/v2\/media?parent=23417"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tun.com\/blog\/wp-json\/wp\/v2\/categories?post=23417"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tun.com\/blog\/wp-json\/wp\/v2\/tags?post=23417"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}