{"id":316,"date":"2021-11-13T21:54:05","date_gmt":"2021-11-13T21:54:05","guid":{"rendered":"http:\/\/wp.lancs.ac.uk\/icvl\/?page_id=316"},"modified":"2024-09-07T10:24:10","modified_gmt":"2024-09-07T10:24:10","slug":"h-unique","status":"publish","type":"page","link":"https:\/\/wp.lancs.ac.uk\/icvl\/research\/h-unique\/","title":{"rendered":"H-Unique"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-text-align-center\">H-Unique: In Search of Uniqueness<\/h2>\n\n\n\n<p class=\"has-text-align-center\"><em>Harnessing Anatomical Hand Variation<\/em><\/p>\n\n\n\n<p>H-unique is a five year, \u20ac2.5m programme of research that will be the first multimodal automated interrogation of visible hand anatomy, through analysis and interpretation of human variation via images. It is an interdisciplinary project, supported by anatomists, anthropologists, geneticists, bioinformaticians, image analysts and computer scientists.<\/p>\n\n\n\n<p>We will investigate the inherent and acquired variation in search of uniqueness, as the hand retains and displays a multiplicity of anatomical variants formed by different aetiologies (genetics, development, environment, accident etc). The project has arisen directly from Prof. Black\u2019s ground-breaking research in relation to the forensic identification of individuals from images of their anatomy in child abuse cases.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>The hand retains and displays many anatomical differences due to our genetics, development, environment or even accidents so each person\u2019s hands are different. Now for the first time, researchers will analyse all the factors that make a hand truly unique so we can understand and use them reliably as evidence to identify individuals.<\/p>\n<cite>Prof Dame Sue Black, Baroness of Strome<\/cite><\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\" \/>\n\n\n\n<h3 class=\"wp-block-heading\">How you can contribute<\/h3>\n\n\n\n<p>To help with this research we are appealing for 5,000 \u2018citizen scientists\u2019 to anonymously complete a short questionnaire and contribute images to the world\u2019s first searchable database of the anatomy and variations of the human hand.<\/p>\n\n\n\n<p>For more information on what data we will be capturing and how it will be used, please read the participant information<\/p>\n\n\n\n<p>As our preferred contribution method, we have developed a simple web application through which anybody over the age of 18 can contribute data to the project using a smartphone with a standard web browser and camera.<\/p>\n\n\n\n<p>If you are viewing this page on a mobile phone browser, please click the contribute link below to start the contribution app.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-03627597 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/h-unique.lancaster.ac.uk\/client\/\">Click here to contribute now<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide has-media-on-the-right is-stacked-on-mobile\" style=\"grid-template-columns:auto 15%\"><div class=\"wp-block-media-text__content\">\n<p>If you are viewing this page on a laptop or desktop machine, please open this page in your phone browser or scan this QR code with your mobile phone.<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"186\" height=\"186\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/H-UniqueQRCode.png?resize=186%2C186\" alt=\"\" class=\"wp-image-468 size-full\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/H-UniqueQRCode.png?w=186&amp;ssl=1 186w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/H-UniqueQRCode.png?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 186px) 100vw, 186px\" \/><\/figure><\/div>\n\n\n\n<p>For those that are unable to contribute using a smart phone, we can also accept contributions via e-mail. Please click here for details of E-mail contribution.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\" \/>\n\n\n\n<h3 class=\"wp-block-heading\">Register Interest<\/h3>\n\n\n\n<p>You can also register with our mailing list to receive progress updates during the life of the project.<\/p>\n\n\n<div class=\"wp-block-jetpack-contact-form is-layout-flex wp-container-jetpack-contact-form-is-layout-2b4208ba wp-block-jetpack-contact-form-is-layout-flex\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/research\/h-unique\/\" target=\"_blank\" rel=\"noopener noreferrer\">Submit a form.<\/a><\/div>\n\n\n<h2 class=\"wp-block-heading\">Meet the Team<\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-5 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-style-default wp-duotone-grayscale\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/people\/dr-bryan-m-williams\/\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" width=\"736\" height=\"736\" data-id=\"2268\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/WilliamsBryan2-736x736-1.png?resize=736%2C736&#038;ssl=1\" alt=\"\" class=\"wp-image-2268\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/WilliamsBryan2-736x736-1.png?w=736&amp;ssl=1 736w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/WilliamsBryan2-736x736-1.png?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/WilliamsBryan2-736x736-1.png?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><\/a><figcaption class=\"wp-element-caption\">Dr Bryan M. Williams<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large wp-duotone-grayscale\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"736\" height=\"736\" data-id=\"299\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/BlackSue-736x736-1.jpg?resize=736%2C736&#038;ssl=1\" alt=\"\" class=\"wp-image-299\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/BlackSue-736x736-1.jpg?w=736&amp;ssl=1 736w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/BlackSue-736x736-1.jpg?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/BlackSue-736x736-1.jpg?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><figcaption class=\"wp-element-caption\">Prof Lady Sue Black<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default wp-duotone-grayscale\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"736\" data-id=\"2269\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/RahmaniHossein2-736x736-1.png?resize=736%2C736&#038;ssl=1\" alt=\"\" class=\"wp-image-2269\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/RahmaniHossein2-736x736-1.png?w=736&amp;ssl=1 736w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/RahmaniHossein2-736x736-1.png?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/RahmaniHossein2-736x736-1.png?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><figcaption class=\"wp-element-caption\">Dr Hossein Rahmani<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large wp-duotone-grayscale\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"736\" data-id=\"294\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/JiangZheheng-736x736-1.jpg?resize=736%2C736&#038;ssl=1\" alt=\"\" class=\"wp-image-294\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/JiangZheheng-736x736-1.jpg?w=736&amp;ssl=1 736w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/JiangZheheng-736x736-1.jpg?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/JiangZheheng-736x736-1.jpg?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><figcaption class=\"wp-element-caption\">Dr Zheheng Jiang<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default wp-duotone-grayscale\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"736\" data-id=\"2244\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/08\/YangXinyu-736x736-1.png?resize=736%2C736&#038;ssl=1\" alt=\"\" class=\"wp-image-2244\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/08\/YangXinyu-736x736-1.png?w=736&amp;ssl=1 736w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/08\/YangXinyu-736x736-1.png?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/08\/YangXinyu-736x736-1.png?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><figcaption class=\"wp-element-caption\">Dr Xinyu Yang<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default wp-duotone-grayscale\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"736\" data-id=\"2758\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/BanicaAndrei2-736x736-1.jpg?resize=736%2C736&#038;ssl=1\" alt=\"\" class=\"wp-image-2758\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/BanicaAndrei2-736x736-1.jpg?w=736&amp;ssl=1 736w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/BanicaAndrei2-736x736-1.jpg?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/BanicaAndrei2-736x736-1.jpg?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><figcaption class=\"wp-element-caption\">Mr Andrei Banica<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large wp-duotone-grayscale\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"736\" data-id=\"2755\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/KodhandapaniRaji2-736x736-1.jpeg?resize=736%2C736&#038;ssl=1\" alt=\"\" class=\"wp-image-2755\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/KodhandapaniRaji2-736x736-1.jpeg?w=736&amp;ssl=1 736w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/KodhandapaniRaji2-736x736-1.jpeg?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/KodhandapaniRaji2-736x736-1.jpeg?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><figcaption class=\"wp-element-caption\">Ms Raji Kodhandapani<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large wp-duotone-grayscale\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"736\" data-id=\"297\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/BoswellChallandRicki-736x736-1.jpg?resize=736%2C736&#038;ssl=1\" alt=\"\" class=\"wp-image-297\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/BoswellChallandRicki-736x736-1.jpg?w=736&amp;ssl=1 736w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/BoswellChallandRicki-736x736-1.jpg?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/BoswellChallandRicki-736x736-1.jpg?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><figcaption class=\"wp-element-caption\">Mr Ricki Boswell-Challand<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default wp-duotone-grayscale\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"736\" data-id=\"2756\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/LiaoJiashu-736x736-1.png?resize=736%2C736&#038;ssl=1\" alt=\"\" class=\"wp-image-2756\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/LiaoJiashu-736x736-1.png?w=736&amp;ssl=1 736w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/LiaoJiashu-736x736-1.png?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/09\/LiaoJiashu-736x736-1.png?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><figcaption class=\"wp-element-caption\">Dr Jiashu Liao<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large wp-duotone-grayscale\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"736\" data-id=\"2261\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/placeholder-image-person-jpg.jpg?resize=736%2C736&#038;ssl=1\" alt=\"\" class=\"wp-image-2261\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/placeholder-image-person-jpg.jpg?w=736&amp;ssl=1 736w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/placeholder-image-person-jpg.jpg?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/09\/placeholder-image-person-jpg.jpg?resize=150%2C150&amp;ssl=1 150w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><figcaption class=\"wp-element-caption\">Dr Peipei Xu<\/figcaption><\/figure>\n<\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<div class=\"wp-block-cover alignfull\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-80 has-background-dim\"><\/span><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"431\" class=\"wp-block-cover__image-background wp-image-732\" alt=\"\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/cropped-Lancaster1sm.jpg?resize=750%2C431\" data-object-fit=\"cover\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/cropped-Lancaster1sm.jpg?w=1799&amp;ssl=1 1799w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/cropped-Lancaster1sm.jpg?resize=300%2C172&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/cropped-Lancaster1sm.jpg?resize=1024%2C589&amp;ssl=1 1024w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/cropped-Lancaster1sm.jpg?resize=768%2C441&amp;ssl=1 768w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2021\/11\/cropped-Lancaster1sm.jpg?resize=1536%2C883&amp;ssl=1 1536w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-large-font-size\">News<\/p>\n\n\n\n<div class=\"wp-block-query is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"columns-4 wp-block-post-template is-layout-grid wp-container-core-post-template-is-layout-e7fd85f5 wp-block-post-template-is-layout-grid\"><li class=\"wp-block-post post-2459 post type-post status-publish format-standard has-post-thumbnail hentry category-journal-paper category-publication tag-141 tag-biometrics tag-bryan-m-williams tag-deep-learning tag-h-unique tag-hossein-rahmani tag-machine-learning tag-sue-black tag-zheheng-jiang\">\n\n<div class=\"wp-block-group\" style=\"padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><figure style=\"height:100px;\" class=\"wp-block-post-featured-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"597\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/04\/Jiang233D.png?resize=750%2C597&#038;ssl=1\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"height:100px;object-fit:cover;\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/04\/Jiang233D.png?w=848&amp;ssl=1 848w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/04\/Jiang233D.png?resize=300%2C239&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/04\/Jiang233D.png?resize=768%2C611&amp;ssl=1 768w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\n\n\n<h2 class=\"wp-block-post-title has-text-color has-accent-color has-small-font-size\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/2025\/06\/01\/3d-points-splatting-for-real-time-dynamic-hand-reconstruction\/\" target=\"_self\" >3D Points Splatting for Real-Time Dynamic Hand Reconstruction<\/a><\/h2>\n\n<div class=\"wp-block-post-excerpt has-text-color has-white-color has-small-font-size\"><p class=\"wp-block-post-excerpt__excerpt\">Jiang Z, Rahmani H, Black S, Williams BM. Pattern Recognition. 2025; 162:111426. <\/p><\/div>\n\n<div class=\"taxonomy-category wp-block-post-terms has-text-color has-white-color\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/category\/news\/publication\/journal-paper\/\" rel=\"tag\">Journal Paper<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/category\/news\/publication\/\" rel=\"tag\">Publication<\/a><\/div>\n\n<div class=\"wp-block-post-date has-text-color has-white-color has-small-font-size\"><time datetime=\"2025-06-01T09:00:00+00:00\">June 1, 2025<\/time><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n\n<\/li><li class=\"wp-block-post post-2874 post type-post status-publish format-standard has-post-thumbnail hentry category-journal-paper tag-141 tag-biometrics tag-bryan-m-williams tag-deep-learning tag-forensics tag-h-unique tag-hossein-rahmani tag-machine-learning tag-plamen-angelov tag-ricki-boswell-challand tag-ritesh-vyas tag-sue-black tag-zheheng-jiang\">\n\n<div class=\"wp-block-group\" style=\"padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><figure style=\"height:100px;\" class=\"wp-block-post-featured-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"563\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2025\/07\/image.png?resize=750%2C563&#038;ssl=1\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"height:100px;object-fit:cover;\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2025\/07\/image.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2025\/07\/image.png?resize=300%2C225&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2025\/07\/image.png?resize=768%2C576&amp;ssl=1 768w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\n\n\n<h2 class=\"wp-block-post-title has-text-color has-accent-color has-small-font-size\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/2025\/04\/01\/demonstrable-and-anatomy-driven-knuckle-identification-via-crease-map-segmentation\/\" target=\"_self\" >Demonstrable and Anatomy-driven Knuckle Identification via Crease Map Segmentation<\/a><\/h2>\n\n<div class=\"wp-block-post-excerpt has-text-color has-white-color has-small-font-size\"><p class=\"wp-block-post-excerpt__excerpt\">Ritesh Vyas1, Bryan M. Williams2, Hossein Rahmani2, Richard Boswell-Challand2, Zheheng Jiang3, Plamen Angelov2 and Sue Black4 1 School of Technology, Pandit Deendayal Energy University, Gandhinagar, Gujarat, 382007, India2 School of Computing and Communications, Lancaster University, Lancaster, LA1 4YW, UK3 University of Leicester, Leicester, LE1 7RH, UK4 St John\u2019s College, St [&hellip;] <\/p><\/div>\n\n<div class=\"taxonomy-category wp-block-post-terms has-text-color has-white-color\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/category\/news\/publication\/journal-paper\/\" rel=\"tag\">Journal Paper<\/a><\/div>\n\n<div class=\"wp-block-post-date has-text-color has-white-color has-small-font-size\"><time datetime=\"2025-04-01T09:00:00+00:00\">April 1, 2025<\/time><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n\n<\/li><li class=\"wp-block-post post-2453 post type-post status-publish format-standard has-post-thumbnail hentry category-preprint category-publication tag-130 tag-bryan-m-williams tag-cam tag-class-activation-map tag-deep-learning tag-h-unique tag-hossein-rahmani tag-machine-learning tag-segmentation tag-sue-black tag-weakly-supervised tag-weakly-supervised-learning\">\n\n<div class=\"wp-block-group\" style=\"padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><figure style=\"height:100px;\" class=\"wp-block-post-featured-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"544\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/02\/Yang24Weakly.png?resize=750%2C544&#038;ssl=1\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"height:100px;object-fit:cover;\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/02\/Yang24Weakly.png?w=1660&amp;ssl=1 1660w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/02\/Yang24Weakly.png?resize=300%2C217&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/02\/Yang24Weakly.png?resize=1024%2C742&amp;ssl=1 1024w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/02\/Yang24Weakly.png?resize=768%2C557&amp;ssl=1 768w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2024\/02\/Yang24Weakly.png?resize=1536%2C1113&amp;ssl=1 1536w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\n\n\n<h2 class=\"wp-block-post-title has-text-color has-accent-color has-small-font-size\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/2024\/02\/27\/weakly-supervised-co-training-with-swapping-assignments-for-semantic-segmentation\/\" target=\"_self\" >Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation<\/a><\/h2>\n\n<div class=\"wp-block-post-excerpt has-text-color has-white-color has-small-font-size\"><p class=\"wp-block-post-excerpt__excerpt\">Yang X, Rahmani H, Black S, Williams BM. arXiv preprint arXiv:2402.17891. 2024 Feb 27. <\/p><\/div>\n\n<div class=\"taxonomy-category wp-block-post-terms has-text-color has-white-color\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/category\/news\/publication\/preprint\/\" rel=\"tag\">Preprint<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/category\/news\/publication\/\" rel=\"tag\">Publication<\/a><\/div>\n\n<div class=\"wp-block-post-date has-text-color has-white-color has-small-font-size\"><time datetime=\"2024-02-27T09:00:00+00:00\">February 27, 2024<\/time><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n\n<\/li><li class=\"wp-block-post post-2297 page type-page status-publish hentry tag-environment tag-glaucoma tag-h-unique tag-justice tag-medical-imaging tag-sustainability\">\n\n<div class=\"wp-block-group\" style=\"padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\n\n\n<h2 class=\"wp-block-post-title has-text-color has-accent-color has-small-font-size\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/research\/sustainability\/\" target=\"_self\" >Sustainability<\/a><\/h2>\n\n<div class=\"wp-block-post-excerpt has-text-color has-white-color has-small-font-size\"><p class=\"wp-block-post-excerpt__excerpt\">Artificial intelligence (AI) has a crucial role to play in the future of sustainability, with unprecedented ability to process, analyse and interpret large datasets, driving innovation in many areas including health, waste management and resource optimization. Our Imaging and Computer Vision Lancaster (iCVL) research group is focused on developing world-leading [&hellip;] <\/p><\/div>\n\n\n\n<div class=\"wp-block-post-date has-text-color has-white-color has-small-font-size\"><time datetime=\"2023-12-15T17:08:37+00:00\">December 15, 2023<\/time><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n\n<\/li><li class=\"wp-block-post post-2128 post type-post status-publish format-standard has-post-thumbnail hentry category-conference-paper tag-126 tag-biometrics tag-bryan-m-williams tag-deep-learning tag-forensics tag-h-unique tag-hossein-rahmani tag-machine-learning tag-sue-black tag-zheheng-jiang\">\n\n<div class=\"wp-block-group\" style=\"padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><figure style=\"height:100px;\" class=\"wp-block-post-featured-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"563\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/05\/ResearchPaper.jpg?resize=750%2C563&#038;ssl=1\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"height:100px;object-fit:cover;\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/05\/ResearchPaper.jpg?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/05\/ResearchPaper.jpg?resize=300%2C225&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/05\/ResearchPaper.jpg?resize=768%2C576&amp;ssl=1 768w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\n\n\n<h2 class=\"wp-block-post-title has-text-color has-accent-color has-small-font-size\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/2023\/05\/25\/a-probabilistic-attention-model-with-occlusion-aware-texture-regression-for-3d-hand-reconstruction-from-a-single-rgb-image\/\" target=\"_self\" >A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image<\/a><\/h2>\n\n<div class=\"wp-block-post-excerpt has-text-color has-white-color has-small-font-size\"><p class=\"wp-block-post-excerpt__excerpt\">Jiang Z, Rahmani H, Black S, Williams BM. In Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition 2023 (pp. 758-767). <\/p><\/div>\n\n<div class=\"taxonomy-category wp-block-post-terms has-text-color has-white-color\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/category\/news\/publication\/conference-paper\/\" rel=\"tag\">Conference Paper<\/a><\/div>\n\n<div class=\"wp-block-post-date has-text-color has-white-color has-small-font-size\"><time datetime=\"2023-05-25T11:40:45+00:00\">May 25, 2023<\/time><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n\n<\/li><li class=\"wp-block-post post-2863 post type-post status-publish format-standard has-post-thumbnail hentry category-phd-thesis tag-h-unique\">\n\n<div class=\"wp-block-group\" style=\"padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><figure style=\"height:100px;\" class=\"wp-block-post-featured-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"563\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/01\/image.png?resize=750%2C563&#038;ssl=1\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"height:100px;object-fit:cover;\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/01\/image.png?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/01\/image.png?resize=300%2C225&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/01\/image.png?resize=768%2C576&amp;ssl=1 768w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\n\n\n<h2 class=\"wp-block-post-title has-text-color has-accent-color has-small-font-size\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/2023\/01\/01\/the-persistence-of-knuckle-creases-during-finger-flexion-for-the-identification-of-perpetrators-from-digital-images-of-their-hands-and-the-application-of-deep-learning-to-knuckle-crease-segmentation\/\" target=\"_self\" >The Persistence of Knuckle Creases During Finger Flexion for the Identification of Perpetrators From Digital Images of Their Hands and the Application of Deep Learning to Knuckle Crease Segmentation<\/a><\/h2>\n\n<div class=\"wp-block-post-excerpt has-text-color has-white-color has-small-font-size\"><p class=\"wp-block-post-excerpt__excerpt\">Dan L. University of Dundee (United Kingdom); 2023. <\/p><\/div>\n\n<div class=\"taxonomy-category wp-block-post-terms has-text-color has-white-color\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/category\/news\/publication\/phd-thesis\/\" rel=\"tag\">PhD Thesis<\/a><\/div>\n\n<div class=\"wp-block-post-date has-text-color has-white-color has-small-font-size\"><time datetime=\"2023-01-01T09:32:00+00:00\">January 1, 2023<\/time><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n\n<\/li><li class=\"wp-block-post post-2120 post type-post status-publish format-standard has-post-thumbnail hentry category-event tag-105 tag-bryan-m-williams tag-h-unique tag-ricki-boswell-challand tag-sue-black\">\n\n<div class=\"wp-block-group\" style=\"padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><figure style=\"height:100px;\" class=\"wp-block-post-featured-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"336\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/04\/RoyalSocImages1.jpg?resize=750%2C336&#038;ssl=1\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"height:100px;object-fit:cover;\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/04\/RoyalSocImages1.jpg?w=2440&amp;ssl=1 2440w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/04\/RoyalSocImages1.jpg?resize=300%2C134&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/04\/RoyalSocImages1.jpg?resize=1024%2C458&amp;ssl=1 1024w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/04\/RoyalSocImages1.jpg?resize=768%2C344&amp;ssl=1 768w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/04\/RoyalSocImages1.jpg?resize=1536%2C687&amp;ssl=1 1536w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/04\/RoyalSocImages1.jpg?resize=2048%2C917&amp;ssl=1 2048w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2023\/04\/RoyalSocImages1.jpg?w=2250 2250w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\n\n\n<h2 class=\"wp-block-post-title has-text-color has-accent-color has-small-font-size\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/2022\/12\/26\/royal-institution-christmas-lectures\/\" target=\"_self\" >Royal Institution Christmas Lectures<\/a><\/h2>\n\n<div class=\"wp-block-post-excerpt has-text-color has-white-color has-small-font-size\"><p class=\"wp-block-post-excerpt__excerpt\"> <\/p><\/div>\n\n<div class=\"taxonomy-category wp-block-post-terms has-text-color has-white-color\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/category\/event\/\" rel=\"tag\">Event<\/a><\/div>\n\n<div class=\"wp-block-post-date has-text-color has-white-color has-small-font-size\"><time datetime=\"2022-12-26T01:57:00+00:00\">December 26, 2022<\/time><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n\n<\/li><li class=\"wp-block-post post-1769 post type-post status-publish format-standard has-post-thumbnail hentry category-news tag-h-unique\">\n\n<div class=\"wp-block-group\" style=\"padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><figure style=\"height:100px;\" class=\"wp-block-post-featured-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"508\" src=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2022\/09\/Vacancy-1080-731.jpg?resize=750%2C508&#038;ssl=1\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"height:100px;object-fit:cover;\" srcset=\"https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2022\/09\/Vacancy-1080-731.jpg?w=1080&amp;ssl=1 1080w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2022\/09\/Vacancy-1080-731.jpg?resize=300%2C203&amp;ssl=1 300w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2022\/09\/Vacancy-1080-731.jpg?resize=1024%2C693&amp;ssl=1 1024w, https:\/\/i0.wp.com\/wp.lancs.ac.uk\/icvl\/files\/2022\/09\/Vacancy-1080-731.jpg?resize=768%2C520&amp;ssl=1 768w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\n\n\n<h2 class=\"wp-block-post-title has-text-color has-accent-color has-small-font-size\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/2022\/09\/19\/vacancy-senior-research-associate-research-associate-in-image-processing-computer-vision-and-machine-learning-h-unique\/\" target=\"_self\" >VACANCY: Senior Research Associate\/Research Associate in Image Processing, Computer Vision and Machine Learning (H-unique)<\/a><\/h2>\n\n<div class=\"wp-block-post-excerpt has-text-color has-white-color has-small-font-size\"><p class=\"wp-block-post-excerpt__excerpt\">We have 2 (Senior) Research Associate positions in Image Processing, Computer Vision and Machine Learning available, based on the School of Computing and Communications, Lancaster University. Salary: \u00a336,386 to \u00a342,155Closing Date: Friday 14 October 2022Interview Date: Friday 21 October 2022Reference: 0994-22 This is an opportunity to join our Imaging and [&hellip;] <\/p><\/div>\n\n<div class=\"taxonomy-category wp-block-post-terms has-text-color has-white-color\"><a href=\"https:\/\/wp.lancs.ac.uk\/icvl\/category\/news\/\" rel=\"tag\">News<\/a><\/div>\n\n<div class=\"wp-block-post-date has-text-color has-white-color has-small-font-size\"><time datetime=\"2022-09-19T14:19:20+00:00\">September 19, 2022<\/time><\/div><\/div><\/div>\n\n\n\n<p><\/p>\n\n<\/li><\/ul>\n\n\n<p class=\"has-text-align-center has-background-color-color has-text-color\">&#8211; <a href=\"http:\/\/wp.lancs.ac.uk\/icvl\/tag\/h-unique\/\" data-type=\"URL\" data-id=\"http:\/\/wp.lancs.ac.uk\/icvl\/tag\/h-unique\/\">Read More<\/a> &#8211;<\/p>\n<\/div>\n\n\n\n<p><\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>H-Unique: In Search of Uniqueness Harnessing Anatomical Hand Variation H-unique is a five year, \u20ac2.5m programme of research that will be the first multimodal automated interrogation of visible hand anatomy, through analysis and interpretation of human variation via images. It is an interdisciplinary project, supported by anatomists, anthropologists, geneticists, bioinformaticians, [&hellip;]<\/p>\n","protected":false},"author":1442,"featured_media":62,"parent":126,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/template-fullwidth.php","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-316","page","type-page","status-publish","has-post-thumbnail","hentry"],"jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/pages\/316","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/users\/1442"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/comments?post=316"}],"version-history":[{"count":57,"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/pages\/316\/revisions"}],"predecessor-version":[{"id":2787,"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/pages\/316\/revisions\/2787"}],"up":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/pages\/126"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/media\/62"}],"wp:attachment":[{"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/media?parent=316"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/categories?post=316"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/icvl\/wp-json\/wp\/v2\/tags?post=316"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}