{"id":36287,"date":"2023-11-20T10:22:31","date_gmt":"2023-11-20T09:22:31","guid":{"rendered":"http:\/\/9073f1bc-c7c5-4d28-aa3c-aced72297edb"},"modified":"2023-11-20T10:46:12","modified_gmt":"2023-11-20T09:46:12","slug":"police-line-ups-suck-at-catching-criminals-heres-how-ai-could-fix-them","status":"publish","type":"rss_feed","link":"https:\/\/c01.purpledshub.com\/bbcsciencefocus\/rss_feed\/police-line-ups-suck-at-catching-criminals-heres-how-ai-could-fix-them\/","title":{"rendered":"Police line-ups suck at catching criminals. Here\u2019s how AI could fix them"},"content":{"rendered":"<p class=\"rssexcerpt\">How can we catch more bad guys and fewer innocent people? Spoiler: not through an Internet community of cat lovers. <\/p><p class=\"rssauthor\">By Noa Leach\n      <\/p><p class=\"rssbyline\">Published: Monday, 20 November 2023 at 09:22 AM<\/p><hr class=\"no-tts wp-block-separator\"\/><?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?>\n<!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD HTML 4.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/REC-html40\/loose.dtd\">\n<html><body><p>If you\u2019re into true crime, you\u2019ll know how often the wrong person is selected in a police line-up. Well, a group of psychologists\u00a0<a href=\"https:\/\/psycnet.apa.org\/record\/2022-04830-001\" target=\"_blank\" rel=\"noreferrer noopener\">argue<\/a>\u00a0it\u2019s because current police line-up procedures don\u2019t help witnesses choose from suspects effectively \u2013 but new AI technology could better jog their memories.<\/p><p>Unlike in Hollywood movies, current police line-ups usually don\u2019t have a victim choose from a group of suspects paraded around a physical room. Instead, a victim only views static photos of them, which offers a limited view of possible culprits.<\/p><p>A new interactive system developed by researchers at the University of Birmingham wants to change this. Using 3D models, a perpetrator can be viewed from multiple angles \u2013 including the one the victim first saw them at.<\/p><p>The results? The researchers found that interactive viewing improves the accuracy of witness selection by 42 per cent. Even compared to video line-ups \u2013 when the suspects are filmed turning \u2013 the technology improved selection accuracy by 20 per cent.<\/p><p>\u201cWe need to do better to increase the odds that guilty people are identified while decreasing the odds that innocent people are selected from line-ups,\u201d <a href=\"https:\/\/www.birmingham.ac.uk\/staff\/profiles\/psychology\/flowe-heather.aspx\" target=\"_blank\" rel=\"noreferrer noopener\">Prof Heather Flowe<\/a>, who has been working on this project for over nine years, tells <em>BBC Science Focus<\/em>.<\/p><p>Existing line-up methods that police forces in the UK and USA use are ineffective and cause errors, says Flowe. In America, the suspects\u2019 photos do not even have to be consistent \u2013 ranging from driver\u2019s license photos to people in prison uniforms. \u201cSo you have this hodge-podge line-up,\u201d Flowe says. \u201cIt\u2019s just not fair.\u201d<\/p><p>These line-ups are missing tricks to help jog memories, she says \u2013 tricks which Flowe and her team are investigating. While her current technology allows witnesses to interact with the suspects\u2019 images, the team are testing ways to include dynamic facial movements, emotional expression, changes in lighting, and accessories such as masks using AI.<\/p><p>The ethos behind Flowe\u2019s research is that the more of these you can provide a witness, the more accurate their choice will be.<\/p><p>But for now, Flowe is focusing on getting the interactive line-up technology rolled out. Her team is in discussion with the US and UK police forces before it starts being tested in the field.<\/p><p>\u201cIt&#8217;s a good opportunity for police to get on board and start using better tech, which really hasn&#8217;t changed in 100 years \u2013 we&#8217;re still using just photographs when we could do so much better,\u201d Flowe says.<\/p><figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\"><iframe loading=\"lazy\" title=\"Interactive Lineup Procedure Demo\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/w6g1peinCHY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen=\"\"\/><\/div><\/figure><h2>Better line-up technology could have caught killers<\/h2><p>So how does the new procedure work? The technology turns video into an interactive 3D image that witnesses can click and drag to change the perspective. This means they can look at the suspects from different angles, including above and below.<\/p><p>To build these interactive images, the research team \u2013 comprised of experts in psychology, computational modelling, and <a href=\"https:\/\/www.sciencefocus.com\/future-technology\/artificial-intelligence-ai\/\">artificial intelligence (AI)<\/a> \u2013 used the extensive video library of the UK police force along with existing research in memory and facial recognition.<\/p><p>It\u2019s the \u201cultimate line-up procedure\u201d, says Flowe proudly. \u201cIt&#8217;s about giving the witness the opportunity to reinstate how they saw the perpetrator.\u201d<\/p><p>Flowe cites the <a href=\"https:\/\/www.theguardian.com\/law\/2023\/jan\/27\/andrew-malkinson-dna-hopes-to-prove-innocence\" target=\"_blank\" rel=\"noreferrer noopener\">Malkinson case<\/a> as an example of where better line-up procedures could have led to better justice. In 2003, Andrew Malkinson was wrongfully convicted for the rape of a victim who mistakenly chose him in a suspect line-up, despite sharing few physical characteristics with the victim\u2019s description of the actual perpetrator.<\/p><p>\u201cThere are lots of cases where we just haven&#8217;t thought about how witnesses saw the perpetrator,\u201d Flowe says.<\/p><p>In fact, she recently <a href=\"https:\/\/www.nature.com\/articles\/s41598-021-92509-0\" target=\"_blank\" rel=\"noreferrer noopener\">wrote a paper about the Ted Bundy case<\/a>. One of the survivors saw Bundy from the side during his attack, then later had to pick his photo from a front-facing line-up. Bundy\u2019s defence challenged the victim on this, claiming that her choice must have been influenced by the familiarity of his image in newspapers.<\/p><p>There\u2019s exasperation in Flowe\u2019s voice as she recounts this: \u201cWe should show the witness at test what they actually saw.\u201d<\/p><h2 id=\"h-advancing-justice-with-ai\">Advancing justice with AI<\/h2><p>In the future, Flowe hopes that technology will help to bring static, front-on photos of suspects \u2013 like those drivers license pictures in the USA \u2013 to life.<\/p><p>Her next project is investigating the impact of showing witnesses different emotional expressions on suspects\u2019 faces during line-ups. The team has already received a research grant to work on this with researchers from the Max Planck Institute in Germany, the University of Victoria in Canada, and the University of Stirling in Scotland.<\/p><p>But how would the police make suspects act out emotions? If someone has been accused of a crime \u2013 guilty or not \u2013 the last thing they would want to do is put on a smile for the benefit of the line-up, right? After all, Flowe says she\u2019s seen mug shots where police are literally holding the perpetrator down because they don\u2019t want to have their photo taken.<\/p><p>That\u2019s where the AI comes in. Flowe\u2019s group are testing the use of AI to create line-ups that generate photorealistic facial expressions \u2013 though she acknowledges that they need to explore caveats like AI falsely recreating someone\u2019s emotions.<\/p><p>Later, AI could even be used in what\u2019s known as contextual reinstatement: superimposing suspects into the scene with all the evidence in question. \u201cThere\u2019s strong theoretical theory to support that notion\u201d, Flowe says.<\/p><p><strong>Read more:<\/strong><\/p><ul><li><a href=\"https:\/\/www.sciencefocus.com\/magazine\/the-science-of-true-crime\">The Science of True Crime<\/a><\/li><li><a href=\"https:\/\/www.sciencefocus.com\/the-human-body\/is-there-a-cure-for-evil\">Is there a cure for &#8216;evil&#8217;?<\/a><\/li><li><a href=\"https:\/\/www.sciencefocus.com\/science\/identifying-jack-the-ripper-old-clues-new-science\">Identifying Jack the Ripper: old clues, new science<\/a><\/li><\/ul> <\/body><\/html>\n<hr class=\"no-tts wp-block-separator\"\/>","protected":false},"excerpt":{"rendered":"<p>How can we catch more bad guys and fewer innocent people? Spoiler: not through an Internet community of cat lovers. <\/p>\n","protected":false},"author":24,"featured_media":36288,"template":"","categories":[1],"acf":{"readingTimeMinutes":"5"},"uagb_featured_image_src":{"full":["https:\/\/c01.purpledshub.com\/uploads\/sites\/42\/2023\/11\/police-line-ups-suck-at-catching-criminals-heres-how-ai-could-fix-them.jpg",1200,796,false],"thumbnail":["https:\/\/c01.purpledshub.com\/uploads\/sites\/42\/2023\/11\/police-line-ups-suck-at-catching-criminals-heres-how-ai-could-fix-them-150x150.jpg",150,150,true],"medium":["https:\/\/c01.purpledshub.com\/uploads\/sites\/42\/2023\/11\/police-line-ups-suck-at-catching-criminals-heres-how-ai-could-fix-them-300x199.jpg",300,199,true],"medium_large":["https:\/\/c01.purpledshub.com\/uploads\/sites\/42\/2023\/11\/police-line-ups-suck-at-catching-criminals-heres-how-ai-could-fix-them-768x509.jpg",768,509,true],"large":["https:\/\/c01.purpledshub.com\/uploads\/sites\/42\/2023\/11\/police-line-ups-suck-at-catching-criminals-heres-how-ai-could-fix-them-1024x679.jpg",800,530,true],"1536x1536":["https:\/\/c01.purpledshub.com\/uploads\/sites\/42\/2023\/11\/police-line-ups-suck-at-catching-criminals-heres-how-ai-could-fix-them.jpg",1200,796,false],"2048x2048":["https:\/\/c01.purpledshub.com\/uploads\/sites\/42\/2023\/11\/police-line-ups-suck-at-catching-criminals-heres-how-ai-could-fix-them.jpg",1200,796,false]},"uagb_author_info":{"display_name":"importmanagerhub@sprylab.com","author_link":"https:\/\/c01.purpledshub.com\/bbcsciencefocus\/author\/importmanagerhubsprylab-com\/"},"uagb_comment_info":0,"uagb_excerpt":"How can we catch more bad guys and fewer innocent people? Spoiler: not through an Internet community of cat lovers.","_links":{"self":[{"href":"https:\/\/c01.purpledshub.com\/bbcsciencefocus\/wp-json\/wp\/v2\/rss_feed\/36287"}],"collection":[{"href":"https:\/\/c01.purpledshub.com\/bbcsciencefocus\/wp-json\/wp\/v2\/rss_feed"}],"about":[{"href":"https:\/\/c01.purpledshub.com\/bbcsciencefocus\/wp-json\/wp\/v2\/types\/rss_feed"}],"author":[{"embeddable":true,"href":"https:\/\/c01.purpledshub.com\/bbcsciencefocus\/wp-json\/wp\/v2\/users\/24"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/c01.purpledshub.com\/bbcsciencefocus\/wp-json\/wp\/v2\/media\/36288"}],"wp:attachment":[{"href":"https:\/\/c01.purpledshub.com\/bbcsciencefocus\/wp-json\/wp\/v2\/media?parent=36287"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/c01.purpledshub.com\/bbcsciencefocus\/wp-json\/wp\/v2\/categories?post=36287"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}