{"id":19,"date":"2023-05-31T13:34:00","date_gmt":"2023-05-31T11:34:00","guid":{"rendered":"https:\/\/sites.unica.it\/livdet\/?page_id=19"},"modified":"2025-03-05T15:11:22","modified_gmt":"2025-03-05T14:11:22","slug":"dataset","status":"publish","type":"page","link":"https:\/\/sites.unica.it\/livdet\/dataset\/","title":{"rendered":"Dataset"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"19\" class=\"elementor elementor-19\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-974980c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"974980c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-693a8a0\" data-id=\"693a8a0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5de9b4e elementor-widget elementor-widget-text-editor\" data-id=\"5de9b4e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center\">The test data used in the LivDet Competition has been collected in compliance with EU GDPR (Art. 13) and Italian Legislative Decree 10.8.2018, n. 101. The data was gathered by the University of Cagliari as part of scientific research on biometric liveness detection, with explicit consent from all participants.\u00a0<span style=\"color: var( --e-global-color-text );font-family: var( --e-global-typography-text-font-family ), Sans-serif;font-weight: var( --e-global-typography-text-font-weight );letter-spacing: var(--the7-base-letter-spacing);text-transform: var(--the7-base-text-transform)\">Fingerprints were acquired using electronic sensors and reproduced with various materials solely for research purposes. No personal identifiers are stored, and all data is encrypted and securely kept offline, accessible only to authorized research personnel. Participants retain the right to withdraw their consent and request data deletion at any time. The LivDet 2025 data will not be publicly shared or distributed in any form.&#8221;<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-64693fe5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"64693fe5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-56bd7493\" data-id=\"56bd7493\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-757c12ab elementor-widget elementor-widget-text-editor\" data-id=\"757c12ab\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Competitors must select state-of-the-art datasets for model training and declare the data used, as no training data will be provided.<\/strong><\/p><p><a href=\"http:\/\/sites.unica.it\/livdet\/files\/2025\/03\/db_list.pdf\">Click here: list of recommended datasets that can be exploited for training purposes.<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f43ce7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f43ce7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a6ad633\" data-id=\"a6ad633\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e512619 elementor-widget elementor-widget-text-editor\" data-id=\"e512619\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>Contactless Datasets:<\/h3>\n<h5>Subset 1:&nbsp;<\/h5>\n<ul>\n<li><i>Image size<\/i>: different sizes<\/li>\n<li><i style=\"color: var( --e-global-color-text );font-family: var( --e-global-typography-text-font-family ), Sans-serif;font-weight: var( --e-global-typography-text-font-weight );letter-spacing: var(--the7-base-letter-spacing);text-transform: var(--the7-base-text-transform)\">Image format<\/i><span style=\"color: var( --e-global-color-text );font-family: var( --e-global-typography-text-font-family ), Sans-serif;font-weight: var( --e-global-typography-text-font-weight );letter-spacing: var(--the7-base-letter-spacing);text-transform: var(--the7-base-text-transform)\">: jpeg<\/span><\/li>\n<li><i>Image resolution<\/i>: 72 or 96 dpi<\/li>\n<li><i>Image type<\/i>: RGB<\/li>\n<\/ul>\n<h5 style=\"letter-spacing: var(--the7-base-letter-spacing);text-transform: var(--the7-base-text-transform)\">Subset 2:&nbsp;<\/h5>\n<ul style=\"color: var( --e-global-color-text );font-family: var( --e-global-typography-text-font-family ), Sans-serif;font-weight: var( --e-global-typography-text-font-weight );letter-spacing: var(--the7-base-letter-spacing);text-transform: var(--the7-base-text-transform)\">\n<li><i>Image size<\/i>: 500&#215;500<\/li>\n<li><i style=\"color: var( --e-global-color-text );font-family: var( --e-global-typography-text-font-family ), Sans-serif;font-weight: var( --e-global-typography-text-font-weight );letter-spacing: var(--the7-base-letter-spacing);text-transform: var(--the7-base-text-transform)\">Image format<\/i><span style=\"color: var( --e-global-color-text );font-family: var( --e-global-typography-text-font-family ), Sans-serif;font-weight: var( --e-global-typography-text-font-weight );letter-spacing: var(--the7-base-letter-spacing);text-transform: var(--the7-base-text-transform)\">: jpeg<\/span><\/li>\n<li><i>Image resolution<\/i>: 500 dpi<\/li>\n<li><i>Image type<\/i>: Gray-Scale<\/li>\n<\/ul>\n<h3>Contact-based Datasets:<\/h3>\n<ul>\n<li><i>Image size<\/i>: 500&#215;500<\/li>\n<li><i>Image format<\/i>: jpeg<\/li>\n<li><i>Image resolution<\/i>: 500 dpi<\/li>\n<li><i>Image type<\/i>: Gray-Scale<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The test data used in the LivDet Competition has been collected in compliance with EU GDPR (Art. 13) and Italian Legislative Decree 10.8.2018, n. 101. The data was gathered by the University of Cagliari as part of scientific research on biometric liveness detection, with explicit consent from all participants.\u00a0Fingerprints were acquired using electronic sensors and&hellip;<\/p>\n","protected":false},"author":9666,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-19","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.unica.it\/livdet\/wp-json\/wp\/v2\/pages\/19","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.unica.it\/livdet\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.unica.it\/livdet\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.unica.it\/livdet\/wp-json\/wp\/v2\/users\/9666"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.unica.it\/livdet\/wp-json\/wp\/v2\/comments?post=19"}],"version-history":[{"count":36,"href":"https:\/\/sites.unica.it\/livdet\/wp-json\/wp\/v2\/pages\/19\/revisions"}],"predecessor-version":[{"id":11592,"href":"https:\/\/sites.unica.it\/livdet\/wp-json\/wp\/v2\/pages\/19\/revisions\/11592"}],"wp:attachment":[{"href":"https:\/\/sites.unica.it\/livdet\/wp-json\/wp\/v2\/media?parent=19"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}