{"id":1329,"date":"2023-09-08T10:40:39","date_gmt":"2023-09-08T10:40:39","guid":{"rendered":"http:\/\/ai4ch.uniud.it\/?post_type=corso&#038;p=1329"},"modified":"2025-12-19T11:13:26","modified_gmt":"2025-12-19T11:13:26","slug":"numismatica","status":"publish","type":"corso","link":"https:\/\/ai4ch.uniud.it\/en\/corso\/numismatica\/","title":{"rendered":"Numismatics"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"1329\" class=\"elementor elementor-1329\" data-elementor-post-type=\"corso\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e379614 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"2e379614\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3f9b449f e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"3f9b449f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-04a3e61 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"04a3e61\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d8e1962 e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"d8e1962\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d073df6 elementor-widget elementor-widget-heading\" data-id=\"d073df6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">RESEARCH DESCRIPTION<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28cf12b elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"28cf12b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" height=\"15.07pt\" stroke-miterlimit=\"10\" style=\"fill-rule:nonzero;clip-rule:evenodd;stroke-linecap:round;stroke-linejoin:round;\" viewbox=\"0 0 15.07 15.07\" width=\"15.07pt\" xml:space=\"preserve\"><defs><\/defs><clippath id=\"ArtboardFrame\"><rect height=\"15.07\" width=\"15.07\" x=\"0\" y=\"0\"><\/rect><\/clippath><g clip-path=\"url(#ArtboardFrame)\" id=\"Senza-Titolo\"><g opacity=\"1\"><path d=\"M7 6.87L7 6.87C6.76933 6.87278 6.54743 6.78168 6.38526 6.61762C6.22308 6.45356 6.13456 6.23062 6.14 6L6.14 5.16L7 5.16C7.32754 5.12453 7.64656 5.27929 7.82144 5.5585C7.99632 5.83771 7.99632 6.19229 7.82144 6.4715C7.64656 6.75071 7.32754 6.90547 7 6.87\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M10.4 6.87L10.4 6.87C10.6298 6.87002 10.8501 6.77804 11.0117 6.61459C11.1732 6.45114 11.2627 6.22981 11.26 6L11.26 5.16L10.4 5.16C10.0725 5.12453 9.75344 5.27929 9.57856 5.5585C9.40368 5.83771 9.40368 6.19229 9.57856 6.4715C9.75344 6.75071 10.0725 6.90547 10.4 6.87\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M1.82 4.6C4.26662 4.6 6.25 6.58338 6.25 9.03C6.25 11.4766 4.26662 13.46 1.82 13.46\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M8.09 6.91L8.09 6.91C7.92756 7.07143 7.83622 7.29099 7.83622 7.52C7.83622 7.74901 7.92756 7.96857 8.09 8.13L8.7 8.73L9.3 8.13C9.53439 7.91744 9.63312 7.59334 9.55704 7.2862C9.48097 6.97906 9.24239 6.73851 8.93589 6.65991C8.62939 6.58131 8.30448 6.67737 8.09 6.91\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M7.53 15.07L0 15.07L0 7.53C3.66351e-06 3.36447 3.37781-0.0118366 7.54334-0.00999263C11.7089-0.00814866 15.0837 3.37115 15.08 7.53668C15.0763 11.7022 11.6955 15.0755 7.53 15.07M2.11 13L7.53 13C10.5168 12.9999 12.9406 10.5833 12.9497 7.59651C12.9588 4.60968 10.5498 2.17843 7.56303 2.1601C4.57624 2.14177 2.13755 4.54328 2.11 7.53L2.11 13Z\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79463ff elementor-widget elementor-widget-text-editor\" data-id=\"79463ff\" data-element_type=\"widget\" data-e-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 class=\"p1 translation-block\">The <strong>reconstruction of deteriorated ancient coins<\/strong> is a fascinating and meticulous process aimed at restoring and returning the former grandeur to coins that have suffered damage and wear over time. Using <strong>advanced techniques<\/strong> for cleaning, consolidation, and restoration, experts work to remove dirt, oxidation, and surface damage without compromising the authenticity of the object. The reconstruction may involve <strong>filling gaps<\/strong> and <strong>repairing missing parts<\/strong> with compatible materials, strictly adhering to ethical principles and restoration guidelines. The use of <strong>machine learning algorithms<\/strong> accelerates the process of <strong>identification<\/strong>, <strong>cataloguing<\/strong>, and <strong>dating<\/strong>, enabling the establishment of <strong>connections<\/strong> between different coins. This numismatic research project will allow the <strong>preservation and dissemination of the cultural and historical heritage<\/strong> represented by the coins, making the study of these valuable objects more accessible and engaging.<\/p>\n<strong>Technological Tools and Methods<\/strong>\n<ul>\n \t<li class=\"translation-block\">Advanced techniques for <strong>cleaning, consolidation, and restoration<\/strong><\/li>\n \t<li class=\"translation-block\"><strong>Filling gaps<\/strong> and repairing missing parts with compatible materials<\/li>\n \t<li class=\"translation-block\">Application of <strong>automatic training algorithms<\/strong> for identification, cataloguing, and dating<\/li>\n \t<li class=\"translation-block\">Comparative analysis to establish <strong>connections between different coins<\/strong><\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ea27a2a e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"ea27a2a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-022c0a0 e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"022c0a0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9f67828 elementor-widget elementor-widget-heading\" data-id=\"9f67828\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">OPPORTUNITIES FOR PARTICIPATION IN THE PROJECT<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b110ee4 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"b110ee4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" height=\"15.07pt\" stroke-miterlimit=\"10\" style=\"fill-rule:nonzero;clip-rule:evenodd;stroke-linecap:round;stroke-linejoin:round;\" viewbox=\"0 0 15.07 15.07\" width=\"15.07pt\" xml:space=\"preserve\"><defs><\/defs><clippath id=\"ArtboardFrame\"><rect height=\"15.07\" width=\"15.07\" x=\"0\" y=\"0\"><\/rect><\/clippath><g clip-path=\"url(#ArtboardFrame)\" id=\"Senza-Titolo\"><g opacity=\"1\"><path d=\"M7 6.87L7 6.87C6.76933 6.87278 6.54743 6.78168 6.38526 6.61762C6.22308 6.45356 6.13456 6.23062 6.14 6L6.14 5.16L7 5.16C7.32754 5.12453 7.64656 5.27929 7.82144 5.5585C7.99632 5.83771 7.99632 6.19229 7.82144 6.4715C7.64656 6.75071 7.32754 6.90547 7 6.87\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M10.4 6.87L10.4 6.87C10.6298 6.87002 10.8501 6.77804 11.0117 6.61459C11.1732 6.45114 11.2627 6.22981 11.26 6L11.26 5.16L10.4 5.16C10.0725 5.12453 9.75344 5.27929 9.57856 5.5585C9.40368 5.83771 9.40368 6.19229 9.57856 6.4715C9.75344 6.75071 10.0725 6.90547 10.4 6.87\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M1.82 4.6C4.26662 4.6 6.25 6.58338 6.25 9.03C6.25 11.4766 4.26662 13.46 1.82 13.46\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M8.09 6.91L8.09 6.91C7.92756 7.07143 7.83622 7.29099 7.83622 7.52C7.83622 7.74901 7.92756 7.96857 8.09 8.13L8.7 8.73L9.3 8.13C9.53439 7.91744 9.63312 7.59334 9.55704 7.2862C9.48097 6.97906 9.24239 6.73851 8.93589 6.65991C8.62939 6.58131 8.30448 6.67737 8.09 6.91\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M7.53 15.07L0 15.07L0 7.53C3.66351e-06 3.36447 3.37781-0.0118366 7.54334-0.00999263C11.7089-0.00814866 15.0837 3.37115 15.08 7.53668C15.0763 11.7022 11.6955 15.0755 7.53 15.07M2.11 13L7.53 13C10.5168 12.9999 12.9406 10.5833 12.9497 7.59651C12.9588 4.60968 10.5498 2.17843 7.56303 2.1601C4.57624 2.14177 2.13755 4.54328 2.11 7.53L2.11 13Z\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97036da elementor-widget elementor-widget-text-editor\" data-id=\"97036da\" data-element_type=\"widget\" data-e-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<ul><li data-start=\"1108\" data-end=\"1167\" class=\"translation-block\">Support in the <strong>cataloguing and dating<\/strong> of coins<\/li><li data-start=\"1108\" data-end=\"1167\" class=\"translation-block\">Contribution to the <strong>digitization and archiving of numismatic data<\/strong>.<\/li><li data-start=\"1248\" data-end=\"1326\" class=\"translation-block\">Application and experimentation of <strong>automatic recognition algorithms<\/strong><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6077df0 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"6077df0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a51ff2c e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"a51ff2c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad0012d elementor-widget elementor-widget-heading\" data-id=\"ad0012d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">PROJECT TEAM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d9ec8c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"6d9ec8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" height=\"15.07pt\" stroke-miterlimit=\"10\" style=\"fill-rule:nonzero;clip-rule:evenodd;stroke-linecap:round;stroke-linejoin:round;\" viewbox=\"0 0 15.07 15.07\" 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4.26662 13.46 1.82 13.46\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M8.09 6.91L8.09 6.91C7.92756 7.07143 7.83622 7.29099 7.83622 7.52C7.83622 7.74901 7.92756 7.96857 8.09 8.13L8.7 8.73L9.3 8.13C9.53439 7.91744 9.63312 7.59334 9.55704 7.2862C9.48097 6.97906 9.24239 6.73851 8.93589 6.65991C8.62939 6.58131 8.30448 6.67737 8.09 6.91\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M7.53 15.07L0 15.07L0 7.53C3.66351e-06 3.36447 3.37781-0.0118366 7.54334-0.00999263C11.7089-0.00814866 15.0837 3.37115 15.08 7.53668C15.0763 11.7022 11.6955 15.0755 7.53 15.07M2.11 13L7.53 13C10.5168 12.9999 12.9406 10.5833 12.9497 7.59651C12.9588 4.60968 10.5498 2.17843 7.56303 2.1601C4.57624 2.14177 2.13755 4.54328 2.11 7.53L2.11 13Z\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f27272 e-grid e-ecs-flex e-con-boxed e-con e-parent\" data-id=\"6f27272\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-deb3a49 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"deb3a49\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-04be396 e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"04be396\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f5ef3e5 elementor-widget elementor-widget-image\" data-id=\"f5ef3e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/dium.uniud.it\/it\/dium\/persone\/docenti-e-ricercatori\/lorenzo-passera\/\" target=\"_blank\" rel=\"nofollow\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/lorenzo-passera-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-3213\" alt=\"\" srcset=\"https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/lorenzo-passera-150x150.jpg 150w, https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/lorenzo-passera-300x300.jpg 300w, https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/lorenzo-passera-12x12.jpg 12w, https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/lorenzo-passera.jpg 700w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8f27dcf e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"8f27dcf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-295230a elementor-widget elementor-widget-heading\" data-id=\"295230a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-small\"><a href=\"https:\/\/dium.uniud.it\/it\/dium\/persone\/docenti-e-ricercatori\/lorenzo-passera\/\" target=\"_blank\" rel=\"nofollow\">Lorenzo Passera<\/a><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"author":2,"featured_media":1539,"menu_order":0,"template":"","format":"standard","research_line":[18],"class_list":["post-1329","corso","type-corso","status-publish","format-standard","has-post-thumbnail","hentry","research_line-ai-ar-vr-archaeological-heritage"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Numismatica - ai4ch<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ai4ch.uniud.it\/en\/corso\/numismatica\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Numismatica - ai4ch\" \/>\n<meta property=\"og:description\" content=\"DESCRIZIONE RICERCA La ricostruzione di monete antiche deteriorate \u00e8 un processo affascinante e meticoloso che mira a ripristinare e restituire l&#8217;antica grandezza a monete che nel corso del tempo hanno subito danni e usura. 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