{"id":2126492,"date":"2020-11-22T14:34:12","date_gmt":"2020-11-22T13:34:12","guid":{"rendered":"https:\/\/focusingonwildlife.com\/news\/?p=2126492"},"modified":"2021-11-28T19:04:06","modified_gmt":"2021-11-28T18:04:06","slug":"snarl-for-the-camera-an-international-team-of-scientists-and-software-developers-use-facial-recognition-technology-to-identify-individual-grizzlies-in-the-wild","status":"publish","type":"post","link":"https:\/\/focusingonwildlife.com\/news\/snarl-for-the-camera-an-international-team-of-scientists-and-software-developers-use-facial-recognition-technology-to-identify-individual-grizzlies-in-the-wild\/","title":{"rendered":"Snarl for the camera! An international team of scientists and software developers use facial recognition technology to identify individual grizzlies in the wild."},"content":{"rendered":"<p>Facial recognition techniques have long been used to identify primates, including humans.<\/p>\n<p>But, up &#8217;til now, there&#8217;s really been no effective way of identifying wild species like the grizzly (brown) bear who, unlike the zebra or giraffe, lacks unique and consistent body markings.<\/p>\n<figure id=\"attachment_2126603\" class=\"thumbnail wp-caption aligncenter\" style=\"width: 760px\"><a href=\"https:\/\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg\" data-wpel-link=\"internal\"><img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/ywAAAAAAQABAAACAUwAOw==\" fifu-lazy=\"1\" fifu-data-sizes=\"auto\" fifu-data-srcset=\"https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=75&amp;resize=75&amp;ssl=1 75w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=100&amp;resize=100&amp;ssl=1 100w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=150&amp;resize=150&amp;ssl=1 150w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=240&amp;resize=240&amp;ssl=1 240w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=320&amp;resize=320&amp;ssl=1 320w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=500&amp;resize=500&amp;ssl=1 500w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=640&amp;resize=640&amp;ssl=1 640w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=800&amp;resize=800&amp;ssl=1 800w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=1024&amp;resize=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=1280&amp;resize=1280&amp;ssl=1 1280w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1&amp;w=1600&amp;resize=1600&amp;ssl=1 1600w\" class=\"wp-image-2126603 size-full\" fifu-data-src=\"https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/BEAR-FACE-STILL.jpg?ssl=1\" alt=\"\" width=\"750\" height=\"422\" as the program is captures  face in photo extracts and embeds it order to classify title=\"\"><\/a><figcaption class=\"caption wp-caption-text\">&#8220;BearID,&#8221; as the program is called, captures a bear\u2019s face in a photo image, rotates, extracts and embeds it in order to classify the individual.<\/figcaption><\/figure>\n<figure id=\"attachment_2126568\" class=\"thumbnail wp-caption aligncenter\" style=\"width: 650px\"><a href=\"https:\/\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg\" data-wpel-link=\"internal\"><img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/ywAAAAAAQABAAACAUwAOw==\" fifu-lazy=\"1\" fifu-data-sizes=\"auto\" fifu-data-srcset=\"https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=75&amp;resize=75&amp;ssl=1 75w, https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=100&amp;resize=100&amp;ssl=1 100w, https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=150&amp;resize=150&amp;ssl=1 150w, https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=240&amp;resize=240&amp;ssl=1 240w, https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=320&amp;resize=320&amp;ssl=1 320w, https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=500&amp;resize=500&amp;ssl=1 500w, https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=640&amp;resize=640&amp;ssl=1 640w, https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=800&amp;resize=800&amp;ssl=1 800w, https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=1024&amp;resize=1024&amp;ssl=1 1024w, https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=1280&amp;resize=1280&amp;ssl=1 1280w, https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1&amp;w=1600&amp;resize=1600&amp;ssl=1 1600w\" class=\"wp-image-2126568 size-full\" fifu-data-src=\"https:\/\/i3.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/GRIZ2.jpg?ssl=1\" alt=\"The female grizzly (Ursus arctos) in a lighter colour phase.\" width=\"640\" height=\"426\" title=\"\"><\/a><figcaption class=\"caption wp-caption-text\">The female grizzly (Ursus arctos) in a lighter colour phase.<\/figcaption><\/figure>\n<p>In co-operation with two US software developers, four scientists from the University of Victoria, Canada, brought the idea to reality. They tested their system on grizzlies at two locations &#8211; Knight Inlet, British Columbia, CA, and Katmai National Park, Alaska, US. After taking thousands of pictures, they were able to positively identify 132 individuals with almost eighty-four percent accuracy.<\/p>\n<p>The technology enables wildlife monitoring on larger scales and in higher resolution than before. And it can be applied, not only to the grizzly, but to many other mammals, as well. This, in turn, could allow conservationists and lawmakers to tackle global challenges such as biodiversity and habitat loss.<\/p>\n<p>Knight Inlet, one of the two locations for the research, is home to a First Nations Lodge where bear-watching forms part of the local eco-tourism industry.<\/p>\n<p>A band official there, Dallas Smith is impressed with the results.<\/p>\n<p>\u201cThis amazing technology will help us identify individual bears and better understand their movement and interactions throughout our territories, which will enable us to build better management plans around habitat protection. It will also help us manage and mitigate the impact of wildlife viewing, as well as positioning ourselves to more effectively and efficiently deal with bear-human conflicts that are becoming more and more prevalent.\u201d<\/p>\n<p>These new techniques, described as a &#8220;deep learning approach,&#8221; were published recently in the journal, Ecology and Evolution.<\/p>\n<p><em>Top photo: An adult female grizzly. All images by Melanie Clapham, U of Victoria, Canada.<\/em><\/p>\n<hr \/>\n<h2>What you can do<\/h2>\n<p>Support \u2018Fighting for Wildlife\u2019 by donating as little as $1 &#8211; It only takes a minute. Thank you.<\/p>\n<div><script src=\"https:\/\/donorbox.org\/install-popup-button.js\" type=\"text\/javascript\" defer><\/script><br \/>\n<a class=\"dbox-donation-button\" style=\"background: #ededed; color: #333; text-decoration: none; font-family: Verdana,sans-serif; display: inline-block; font-size: 13px; padding: 8px 10px 8px 10px; -webkit-border-radius: 2px; -moz-border-radius: 2px; border-radius: 4px; box-shadow: 0 1px 0 0 #a5a5a5;\" href=\"https:\/\/donorbox.org\/focusing-on-wildlife-needs-your-support?amount=5&amp;hide_donation_meter=true&amp;default_interval=m\" target=\"_blank\" rel=\"noopener nofollow external noreferrer\" data-wpel-link=\"external\">DONATE NOW<\/a><\/div>\n<p>&nbsp;<\/p>\n<div><img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/ywAAAAAAQABAAACAUwAOw==\" fifu-lazy=\"1\" fifu-data-sizes=\"auto\" fifu-data-srcset=\"https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=75&amp;resize=75&amp;ssl=1 75w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=100&amp;resize=100&amp;ssl=1 100w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=150&amp;resize=150&amp;ssl=1 150w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=240&amp;resize=240&amp;ssl=1 240w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=320&amp;resize=320&amp;ssl=1 320w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=500&amp;resize=500&amp;ssl=1 500w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=640&amp;resize=640&amp;ssl=1 640w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=800&amp;resize=800&amp;ssl=1 800w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=1024&amp;resize=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=1280&amp;resize=1280&amp;ssl=1 1280w, https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1&amp;w=1600&amp;resize=1600&amp;ssl=1 1600w\" class=\"alignleft size-full wp-image-161632\" fifu-data-src=\"https:\/\/i0.wp.com\/focusingonwildlife.com\/news\/wp-content\/uploads\/payment-methods_300px.png?ssl=1\" alt=\"\" width=\"200\" height=\"28\" title=\"\"><\/div>\n<div style=\"clear: both;\"><\/div>\n<p>&nbsp;<\/p>\n<div><em>Fighting for Wildlife supports <a href=\"https:\/\/focusingonwildlife.com\/news\/wildlife-charities-supported-by-focusing-on-wildlife\/\" target=\"_blank\" rel=\"noopener noreferrer\" data-wpel-link=\"internal\">approved wildlife conservation organizations,<\/a> which spend at least 80 percent of the money they raise on actual fieldwork, rather than administration and fundraising. When making a donation you can designate for which type of initiative it should be used &#8211; wildlife, oceans, forests or climate.<br \/>\n<\/em><\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Facial recognition techniques have long been used to identify primates, including humans. But, up &#8217;til now, there&#8217;s really been no effective way of identifying wild species like the grizzly (brown) bear who, unlike the zebra or giraffe, lacks unique and consistent body markings. In co-operation with two US software developers, four scientists from the University [&hellip;]<\/p>\n","protected":false},"author":2734,"featured_media":2150668,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[6984,5],"tags":[10622,10620,10621],"class_list":["post-2126492","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs","category-wildlife","tag-facial-recognition","tag-grizzly","tag-ursus-arctos"],"_links":{"self":[{"href":"https:\/\/focusingonwildlife.com\/news\/wp-json\/wp\/v2\/posts\/2126492","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/focusingonwildlife.com\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/focusingonwildlife.com\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/focusingonwildlife.com\/news\/wp-json\/wp\/v2\/users\/2734"}],"replies":[{"embeddable":true,"href":"https:\/\/focusingonwildlife.com\/news\/wp-json\/wp\/v2\/comments?post=2126492"}],"version-history":[{"count":0,"href":"https:\/\/focusingonwildlife.com\/news\/wp-json\/wp\/v2\/posts\/2126492\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/focusingonwildlife.com\/news\/wp-json\/wp\/v2\/media\/2150668"}],"wp:attachment":[{"href":"https:\/\/focusingonwildlife.com\/news\/wp-json\/wp\/v2\/media?parent=2126492"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/focusingonwildlife.com\/news\/wp-json\/wp\/v2\/categories?post=2126492"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/focusingonwildlife.com\/news\/wp-json\/wp\/v2\/tags?post=2126492"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}